Pluralsight Python course collection 45 courses AhLaN | 879E9855C7BFF5A0A9F1D414B22EC390C064ED7B

Pluralsight Python course collection 45 courses AhLaN

Name	Pluralsight - Python course collection (45+ courses) [AhLaN]	DOWNLOAD Copy Link
Total Size	11.7 GB
Total Files	1495
Last Seen	2024-11-10 23:51
Hash	879E9855C7BFF5A0A9F1D414B22EC390C064ED7B

/.../Pluralsight - Python – Beyond the Basics [AhLaN]/13. Introspection/
05. Duck Tail- An Object Introspection Tool~.mp4	55.8 MB
01. Object Types in Depth~.mp4	7.4 MB
02. Introspecting Objects~.mp4	22.9 MB
03. Introspecting Scopes~.mp4	7.1 MB
04. The Python Standard Library Inspect Module~.mp4	21.6 MB
06. Summary~.mp4	4.9 MB
/
Downloaded from Ahlanedu.com.txt	1.0 KB
final thumbnail.png	430.2 KB
Post.txt	3.3 KB
Visit us at www.Ahlanedu.com.url	0.1 KB
Download - Lynda,Udemy,Skillshare,Teamtreehouse,Frontend Masters,Pluralsight,Phlearn,Coursera,Egghead,MasterClass.txt	0.2 KB
/.../Pluralsight - Finding Relationships in Data with Python [AhLaN]/
finding-relationships-data-python~.zip	5.8 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.8 MB
/.../02. Identifying and Visualizing Common Relationships in Data/
01. Module Overview~.mp4	1.8 MB
02. Prerequisites and Course Outline.mp4	1.6 MB
03. Statistics in Understanding Data.mp4	6.8 MB
04. Measures of Central Tendency and Dispersion.mp4	8.0 MB
05. Bivariate and Multivariate Descriptive Statistics.mp4	4.9 MB
06. Demo- Loading Cleaning and Preparing Data.mp4	11.2 MB
07. Demo- Exploring and Visualizing Relationships.mp4	13.8 MB
08. Demo- Calculating and Visualizing Correlations.mp4	18.1 MB
09. Autocorrelation~.mp4	2.3 MB
10. Demo- Calculating and Visualizing Autocorrelation.mp4	10.5 MB
11. Demo- Line Plots and Bar Graphs.mp4	8.2 MB
12. Demo- Box Plots Violin Plots and Pie Charts.mp4	10.2 MB
13. Module Summary~.mp4	1.8 MB
/.../03. New ModuleIdentifying and Visualizing Probabilistic and Statistical Relationships/
01. Module Overview.mp4	3.7 MB
02. Kernel Density Estimation.mp4	5.3 MB
03. Demo- Histograms, KDE Plots, Rug Plots.mp4	15.4 MB
04. Demo- Exploring Continuous and Categorical Relationships.mp4	13.9 MB
05. Demo- Pairwise Relationships.mp4	13.7 MB
06. Demo- Visualizing Multiple Relationships with Facets.mp4	8.4 MB
07. Module Summary.mp4	1.9 MB
/.../04. Using Interactive Visualizations to Explore Relationships in Data/
01. Module Overview.mp4	2.1 MB
02. Introducing Altair.mp4	4.3 MB
03. Demo- Getting Started with Altair.mp4	17.8 MB
04. Demo- Simple Altair Plots to Slice and Explore Data.mp4	11.4 MB
05. Demo- Visualizing Relationships Using Binning and Aggregation.mp4	8.4 MB
06. Demo- Interactive Visualizations with Altair.mp4	18.4 MB
07. Introducing Plotly.mp4	2.4 MB
08. Demo- Interactive Visualizations for Financial Data Using Plotly.mp4	12.4 MB
09. Demo- Geographical Plots Using Bubble Maps.mp4	7.4 MB
10. Summary and Further Study.mp4	2.0 MB
/.../Pluralsight - Interpreting Data Using Descriptive Statistics with Python [AhLaN]/
interpreting-data-descriptive-statistics-python~.zip	4.6 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.4 MB
/.../02. Understanding Descriptive Statistics/
01. Module Summary~.mp4	2.2 MB
02. Prerequisites and Course Outline.mp4	1.6 MB
03. Introducing Descriptive Statistics.mp4	5.7 MB
04. Measures of Central Tendency.mp4	10.9 MB
05. Measures of Dispersion.mp4	7.0 MB
06. Understanding Variance.mp4	3.9 MB
07. The Gaussian Distribution.mp4	5.4 MB
08. Sampling Distribution to Estimate Population Mean.mp4	10.6 MB
09. Confidence Intervals.mp4	9.6 MB
10. Skewness and Kurtosis.mp4	7.0 MB
11. Covariance and Correlation.mp4	6.5 MB
12. Module Summary~.mp4	1.9 MB
/.../03. Working with Descriptive Statistics Using Pandas/
01. Module Overview.mp4	3.4 MB
02. Demo- Getting Started with Pandas.mp4	9.2 MB
03. Demo- Mean and Median.mp4	12.9 MB
04. Demo- Influence of Outliers on Mean and Median.mp4	9.2 MB
05. Demo- Quantiles and the Interquartile Range.mp4	11.0 MB
06. Demo- Variance and Standard Deviation.mp4	6.3 MB
07. Demo- Interpreting and Visualizing Summary Statistics.mp4	11.2 MB
08. Demo- Skewness and Kurtosis.mp4	9.5 MB
09. Demo- Covariance and Correlation.mp4	13.1 MB
10. Demo- Calculating and Visualizing Confidence Intervals.mp4	11.5 MB
11. Module Summary.mp4	2.3 MB
/.../04. Working with Descriptive Statistics Using SciPy and Statsmodels/
01. Module Overview.mp4	3.4 MB
02. Demo- Mean and Median.mp4	11.5 MB
03. Demo- Influence of Outliers and Mode.mp4	6.5 MB
04. Demo- Interquartile Range Variance and Standard Deviation.mp4	13.1 MB
05. Demo- Z-scores Using SciPy.mp4	12.9 MB
06. Demo- Skewness and Kurtosis for Stock Returns.mp4	10.3 MB
07. Demo- Descriptive Statistics and Regression Analysis on Bivariate and Multivariate Data.mp4	15.3 MB
08. Demo- Calculating and Interpreting Confidence Intervals.mp4	5.7 MB
09. Summary and Further Study.mp4	2.7 MB
/.../Pluralsight - Interpreting Data Using Statistical Models with Python [AhLaN]/
interpreting-data-using-statistical-models-python~.zip	4.9 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.8 MB
/.../02. Understanding Inferential Statistics/
01. Module Overview~.mp4	2.4 MB
02. Prerequisites and Course Outline.mp4	1.8 MB
03. Descriptive Statistics to Summarize Data.mp4	6.7 MB
04. Introducing Hypothesis Testing.mp4	8.0 MB
05. Lady Tasting Tea~.mp4	8.1 MB
06. The Power, Alpha and p-value of a Statistical Test.mp4	3.9 MB
07. Introducing the t-test~.mp4	6.5 MB
08. One Sample Location t-test and the Z-Test.mp4	4.9 MB
09. Other Types of t-tests~.mp4	10.2 MB
10. One-way ANOVA~.mp4	10.4 MB
11. Two-way ANOVA~.mp4	4.0 MB
12. Pearson's Chi2 Test~.mp4	7.1 MB
13. Module Summary~.mp4	2.3 MB
/.../03. Performing Hypothesis Testing in Python/
01. Module Overview~.mp4	2.1 MB
02. Demo- Preparing Data for Hypothesis Testing.mp4	16.9 MB
03. Demo- Performing the Independent t-test.mp4	13.5 MB
04. Demo- Performing Welch's t-test.mp4	13.8 MB
05. Demo- Performing the Paired Difference t-test.mp4	10.9 MB
06. Demo- One-way ANOVA and Tukey's Honest Significant Difference Test.mp4	11.1 MB
07. Demo- Two-way ANOVA~.mp4	18.8 MB
08. Demo- Chi2 Analysis~.mp4	15.8 MB
09. Module Summary~.mp4	2.2 MB
/.../04. Implementing Predictive Models for Continuous Data/
01. Module Overview.mp4	1.9 MB
02. Introducing Linear Regression.mp4	5.6 MB
03. Minimizing Mean Square Error.mp4	5.1 MB
04. Multiple Regression and Adjusted R-square.mp4	7.3 MB
05. Demo- Preparing Data for Simple Linear Regression.mp4	12.7 MB
06. Demo- Linear Regression Using Analytical and Machine Learning Techniques.mp4	10.8 MB
07. Demo- Visualizing Correlations in Data.mp4	7.6 MB
08. Demo- Selecting Relevant Features for Multiple Regression Using Correlations.mp4	11.9 MB
09. Demo- Selecting Relevant Features for Multiple Regression Using Mutual Information.mp4	5.7 MB
10. Module Summary.mp4	2.0 MB
/.../05. Implementing Predictive Models for Categorical Data/
01. Module Overview.mp4	2.6 MB
02. The Intuition behind Logistic Regression.mp4	9.4 MB
03. Logistic Regression and Linear Regression.mp4	5.0 MB
04. Accuracy, Precision, and Recall.mp4	8.7 MB
05. Demo- Performing Classification Using Logistic Regression.mp4	13.4 MB
06. Demo- Selecting Features Using Chi2, ANOVA, and Mutual Information.mp4	14.8 MB
07. Summary and Further Study.mp4	2.9 MB
/Thumbnails/
Finding Relationships in Data with Python [AhLaN]~.jpg	908.5 KB
Interpreting Data Using Descriptive Statistics with Python [AhLaN]~.jpg	708.3 KB
Interpreting Data Using Statistical Models with Python [AhLaN]~.jpg	923.7 KB
/Pluralsight - Pluralsight - Advanced python [AhLaN]/
Post~.txt	9.1 KB
/.../Pluralsight - Advanced Python [AhLaN]/
advanced-python~.zip	8.2 MB
/.../01. Course Overview/
01. Course Overview~.mp4	5.5 MB
/.../02. Advanced Flow Control/
01. Advanced Python~.mp4	12.4 MB
02. Introducing Advanced Flow Control~.mp4	695.9 KB
03. Loop-else Clauses and While-else~.mp4	7.2 MB
04. While-else for Evaluating Stack Programs~.mp4	19.8 MB
05. For-else Clauses and Handling Search Failure~.mp4	7.1 MB
06. Alternatives to Loop-else Clauses~.mp4	4.1 MB
07. Try-else Clauses~.mp4	2.6 MB
08. Emulating Switch Statements~.mp4	19.4 MB
09. Dispatching on Type~.mp4	24.8 MB
10. Double Dispatch with Methods~.mp4	12.1 MB
11. Summary~.mp4	4.0 MB
/.../03. Byte-oriented Programming/
01. Everything Is Bits and Bytes~.mp4	1.4 MB
02. Bitwise Operations on Integers~.mp4	11.7 MB
03. Byte-wise Operations with Integers~.mp4	4.5 MB
04. The Bytes Type in Depth~.mp4	7.7 MB
05. The bytearray Type~.mp4	4.4 MB
06. Interpreting Binary Structures~.mp4	37.0 MB
07. The memoryview Type~.mp4	24.6 MB
08. Memory-mapped Files~.mp4	15.9 MB
09. Summary~.mp4	2.8 MB
/.../04. Object Internals and Custom Attributes/
01. Introducing Object Internals~.mp4	926.0 KB
02. How are Python Objects Represented-~.mp4	10.6 MB
03. Overriding __getattr__~.mp4	4.5 MB
04. Overriding __setattr__~.mp4	1.5 MB
05. Pitfalls with __getattr__~.mp4	8.7 MB
06. Overriding __delattr__~.mp4	2.4 MB
07. Customizing Attribute Storage~.mp4	7.8 MB
08. Direct vs. Indirect Access to __dict__~.mp4	1.1 MB
09. Overriding __getattribute__~.mp4	10.4 MB
10. Attribute Lookup for Special Methods~.mp4	6.2 MB
11. Where are Methods Stored-~.mp4	3.8 MB
12. Trading Size for Dynamism with Slots~.mp4	9.5 MB
13. Summary~.mp4	2.2 MB
/.../Pluralsight - Advanced Python [AhLaN]/05. Descriptors/
01. Introducing Descriptors~.mp4	10.4 MB
02. Properties are Descriptors~.mp4	14.0 MB
03. Implementing a Descriptor~.mp4	22.9 MB
04. Calling Descriptors on Classes~.mp4	4.4 MB
05. Data vs. Non-data Descriptors~.mp4	6.6 MB
06. Summary~.mp4	3.1 MB
/.../06. Instance Creation/
01. Instance Creation~.mp4	10.7 MB
02. Allocation with __new__()~.mp4	7.7 MB
03. Customizing Allocation~.mp4	9.6 MB
04. Summary~.mp4	1.3 MB
/.../Pluralsight - Advanced Python [AhLaN]/07. Metaclasses/
01. Metaclasses~.mp4	4.6 MB
02. Class Allocation and Initialization~.mp4	25.4 MB
03. Metaclass Keyword Arguments~.mp4	10.6 MB
04. Metaclass Method Visibility~.mp4	6.2 MB
05. Metaclass __call__ - The Instance Constructor~.mp4	13.6 MB
06. A Practical Metaclass Example~.mp4	12.9 MB
07. Naming Descriptors Using Metaclasses~.mp4	13.4 MB
08. Metaclasses and Inheritance~.mp4	14.9 MB
09. Summary~.mp4	2.6 MB
/.../08. Class Decorators/
01. Class Decorators~.mp4	6.4 MB
02. Enforcing Class Invariants~.mp4	14.6 MB
03. Detecting and Wrapping Properties~.mp4	11.7 MB
04. Chaining Class Decorators~.mp4	7.7 MB
05. Summary~.mp4	550.2 KB
/.../09. Abstract Base Classes/
01. Introducing Abstract Base Classes~.mp4	8.2 MB
02. Abstract Base Classes in Python~.mp4	7.8 MB
03. Abstract Base Classes in Practice~.mp4	9.0 MB
04. Non-transitive Subclass Relationships~.mp4	3.4 MB
05. Method Resolution with Virtual Base Classes~.mp4	3.5 MB
06. Library Support for Abstract Base Classes~.mp4	5.7 MB
07. Virtual Subclass Registration~.mp4	1.9 MB
08. Combining Subclass Detection and Registration~.mp4	6.0 MB
09. The ABC Convenience Base Class~.mp4	989.2 KB
10. Declaring Abstract Methods~.mp4	8.4 MB
11. Combining Method Decorators~.mp4	6.0 MB
12. Improving @invariant with ABCs~.mp4	18.8 MB
13. Summary~.mp4	12.8 MB
/.../Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN]/
full-stack-web-development-python-web2py~.zip	7.3 MB
/.../Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN]/01. Introduction/
01. Introduction~.mp4	10.9 MB
02. Course Overview~.mp4	4.0 MB
/.../02. Build & Deploy Our First Web Page/
01. Download and Start WEB2PY~.mp4	14.6 MB
02. Model-View-Controller~.mp4	8.6 MB
03. Build Our First Web Page~.mp4	14.6 MB
04. Request Object~.mp4	22.9 MB
05. Response Object~.mp4	5.5 MB
06. Business Rules and Libraries~.mp4	5.5 MB
07. Deploying Our App~.mp4	13.2 MB
/.../03. Full Stack Web Development Python WEB2PY/
01. Build a Blog App~.mp4	2.0 MB
02. Design the Application and Database.mp4	2.2 MB
03. Use Models and Validators to Define Data Elements.mp4	21.6 MB
04. Build the Post Page with WEB2PY SQLFORMs.mp4	15.9 MB
05. Update Records with SQLFORMS.mp4	12.3 MB
06. Build the View Page~.mp4	8.3 MB
07. Summary - Inserting and Updating Records.mp4	1.3 MB
/.../04. Database Administration/
01. Introduction to Database Administration~.mp4	2.2 MB
02. Importing CSV Files~.mp4	18.0 MB
03. Query Database Records~.mp4	16.2 MB
04. Insert, Update, and Delete Database Records~.mp4	20.4 MB
05. Export CSV Files and Render Data to HTML, JSON, or XML.mp4	19.2 MB
06. Summary~.mp4	947.1 KB
/.../05. Filtering, Sorting, Updating Records/
01. Introduction~.mp4	1.1 MB
02. Sample Filters and Sorts~.mp4	19.2 MB
03. Demo - Contacts App~.mp4	33.8 MB
/.../06. Role Based Access Control/
01. Introduction~.mp4	3.6 MB
02. Account Registration~.mp4	13.0 MB
03. Access Control~.mp4	11.6 MB
04. Miscellaneous Topics~.mp4	1.9 MB
05. Summary~.mp4	1.8 MB
/.../07. Relational Database Concepts/
01. Relational Database Concepts~.mp4	7.8 MB
02. Execute SQL~.mp4	17.2 MB
03. Dictionaries~.mp4	14.3 MB
04. Reference Integrity~.mp4	11.7 MB
05. Summary~.mp4	3.1 MB
/.../08. Miscellaneous Topics/
01. Introduction~.mp4	2.1 MB
02. Sessions~.mp4	16.7 MB
03. SQL Form Factories~.mp4	16.0 MB
04. Demo - Prime Numbers~.mp4	6.1 MB
05. Summary~.mp4	2.0 MB
/.../09. Farm Fresh Sample App/
01. Introduction~.mp4	3.3 MB
02. Demo - Farm Fresh App~.mp4	7.6 MB
03. Demo - Model Code~.mp4	8.4 MB
04. Demo - Controller Code~.mp4	19.6 MB
05. Demo - View Code~.mp4	11.3 MB
06. Demo - Menu Code~.mp4	7.2 MB
07. Summary~.mp4	2.1 MB
/.../Pluralsight - Managing Python Packages and Virtual Environments [AhLaN]/
managing-python-packages-virtual-environments~.zip	3.6 MB
/.../01. Course Overview/
01. Course Overview~.mp4	2.5 MB
/.../02. Managing Python Packages with pip/
01. Introduction~.mp4	6.5 MB
02. Getting Started~.mp4	5.8 MB
03. Demo- Installing pip on Windows~.mp4	7.8 MB
04. Installing pip on Mac OS or Linux.mp4	1.8 MB
05. Demo- Linux Installation~.mp4	7.9 MB
06. Demo- Package Management with pip.mp4	8.8 MB
07. Demo- Getting Package Information with pip.mp4	8.8 MB
08. Review~.mp4	1.9 MB
09. Demo- Where Are Packages Installed-.mp4	8.3 MB
10. Demo- A Better Way to Call pip~.mp4	6.6 MB
/.../03. Setting up Your Project with Virtual Environments/
01. About Virtual Environments.mp4	2.7 MB
02. Creating a Virtual Environment.mp4	9.2 MB
03. Working Inside a Virtual Environment.mp4	8.2 MB
04. Review~.mp4	3.3 MB
05. Managing Project Requirements.mp4	12.5 MB
06. Projects, Requirements, and Versions.mp4	5.1 MB
07. A Real-world Example.mp4	13.1 MB
08. Another Example- Testing with Tox.mp4	12.4 MB
/.../04. Using virtualenvwrapper to Make Your Life Easier/
01. Intro and Installation.mp4	11.1 MB
02. Working with virtualenvwrapper.mp4	10.8 MB
03. Review~.mp4	5.4 MB
/.../05. Choosing the Right Tools/
01. Introducing pipenv and poetry~.mp4	11.0 MB
02. Pipenv~.mp4	13.3 MB
03. Poetry~.mp4	10.7 MB
04. Conclusion~.mp4	1.9 MB
/.../Pluralsight - Python Best Practices for Code Quality [AhLaN]/
python-best-practices-code-quality~.zip	4.9 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.2 MB
/.../02. Following Python Style Guidelines- PEP8 and Pylint/
01. Introduction- What Is a PEP-.mp4	7.0 MB
02. Overview of PEP8~.mp4	3.1 MB
03. Demo- Applying PEP8 Rules to Your Code.mp4	22.9 MB
04. Review- PEP8~.mp4	2.5 MB
05. Demo- Commandline Tools- Pylint.mp4	23.5 MB
06. Demo- Commandline Tools- Pycodestyle and Black.mp4	7.9 MB
07. Module Summary~.mp4	746.9 KB
/.../03. Documenting Your Project/
01. Introduction- Docstrings and Sphinx~.mp4	4.9 MB
02. Demo- Getting Started with Sphinx~.mp4	14.2 MB
03. Demo- Introducing reStructuredText~.mp4	8.6 MB
04. Review- Sphinx and reStructuredText~.mp4	4.0 MB
05. Demo- A Python Project with Docstrings~.mp4	12.1 MB
06. Demo- Using Apidoc to Generate Documentation from Python Code.mp4	18.8 MB
07. Review- Apidoc~.mp4	5.6 MB
/.../04. Improve Your Code with Type Checking/
01. Introduction- Static Typing and Type Hints.mp4	4.3 MB
02. Demo- Type Hints~.mp4	9.9 MB
03. Review- Type Hints~.mp4	7.3 MB
04. Demo- Adding Type Hints to Our Project~.mp4	27.8 MB
05. Demo- mypy~.mp4	3.8 MB
06. Summary~.mp4	795.7 KB
/.../Pluralsight - Python – Beyond the Basics [AhLaN]/
python-beyond-basics~.zip	25.9 MB
/.../Pluralsight - Python – Beyond the Basics [AhLaN]/01. Prerequisites/
01. Prerequisites~.mp4	15.3 MB
/.../02. Organizing Larger Programs/
01. Packages~.mp4	6.8 MB
02. Imports from sys.path~.mp4	15.8 MB
03. Implementing Packages~.mp4	8.7 MB
04. Subpackages~.mp4	3.5 MB
05. Example- A Full Program~.mp4	5.1 MB
06. Relative Imports~.mp4	5.5 MB
07. Controlling Imports with __all__~.mp4	5.8 MB
08. Namespace Packages~.mp4	8.3 MB
09. Executable Directories~.mp4	7.4 MB
10. Recommended Layout~.mp4	2.7 MB
11. Duck Tails- Modules Are Singletons~.mp4	4.9 MB
12. Summary~.mp4	8.5 MB
/.../03. Beyond Basic Functions/
01. Function Review~.mp4	7.7 MB
02. Callable Instances~.mp4	11.6 MB
03. Classes Are Callable~.mp4	4.9 MB
04. Conditional Expressions~.mp4	2.5 MB
05. Lambdas~.mp4	15.8 MB
06. Detecting Callable Objects~.mp4	2.1 MB
07. Extended Formal Argument Syntax~.mp4	16.0 MB
08. Extended Call Syntax~.mp4	5.0 MB
09. Forwarding Arguments~.mp4	1.7 MB
10. Duck Tail- Transposing Tables~.mp4	8.1 MB
11. Summary~.mp4	8.1 MB
/.../04. Closures and Decorators/
01. Local Functions~.mp4	10.2 MB
02. Returning Functions From Functions~.mp4	1.7 MB
03. Closures and Nested Scopes~.mp4	2.9 MB
04. Function Factories~.mp4	3.0 MB
05. The Nonlocal Keyword~.mp4	16.7 MB
06. Function Decorators~.mp4	3.9 MB
07. A First Decorator Example~.mp4	7.3 MB
08. What Can Be a Decorator-~.mp4	5.9 MB
09. Instances as Decorators~.mp4	6.5 MB
10. Multiple Decorators~.mp4	5.8 MB
11. Decorating Methods~.mp4	3.5 MB
12. functools.wraps()~.mp4	13.4 MB
13. Duck Tails- Validating Arguments~.mp4	9.6 MB
14. Summary~.mp4	5.6 MB
/.../05. Properties and Class Methods/
01. Class Attributes~.mp4	20.5 MB
02. Static Methods~.mp4	6.2 MB
03. Class Methods~.mp4	22.8 MB
04. Static Methods with Inheritance~.mp4	15.5 MB
05. Class Methods with Inheritance~.mp4	19.2 MB
06. Properties~.mp4	29.4 MB
07. Properties and Inheritance~.mp4	40.2 MB
08. Duck Tail- The Template Method Pattern~.mp4	14.5 MB
09. Summary~.mp4	4.8 MB
/.../06. Strings and Representations/
01. Two String Representations~.mp4	3.5 MB
02. repr()~.mp4	6.4 MB
03. str()~.mp4	2.5 MB
04. When Are the Representations Used-~.mp4	5.9 MB
05. Interaction with format()~.mp4	7.8 MB
06. reprlib~.mp4	5.9 MB
07. asciii(), ord(), and chr()~.mp4	3.7 MB
08. Duck Tail- Bigger Isn't Always Better~.mp4	7.3 MB
09. Summary~.mp4	8.0 MB
/.../07. Numeric and Scalar Types/
01. Reviewing int and float~.mp4	17.2 MB
02. The Decimal Module and the Decimal Type~.mp4	24.3 MB
03. Rational Numbers with the Fraction Type~.mp4	8.7 MB
04. The Complex Type and the cmath Module~.mp4	14.2 MB
05. Built-In Numeric Functions abs() and round()~.mp4	7.2 MB
06. Number Base Conversions~.mp4	4.6 MB
07. The datetime Module and date Type~.mp4	14.4 MB
08. The time Type~.mp4	5.2 MB
09. The datetime Type~.mp4	9.4 MB
10. Durations with the timedelta Type~.mp4	4.0 MB
11. Arithmetic with datetime~.mp4	2.2 MB
12. Time Zones~.mp4	9.4 MB
13. Duck Tail- Floating Point vs. Rational Numbers~.mp4	45.6 MB
14. Summary~.mp4	12.7 MB
/.../08. Iterables and Iteration/
01. Multi-Input Comprehensions~.mp4	9.1 MB
02. Nested Comprehensions~.mp4	3.9 MB
03. The map() Function~.mp4	7.5 MB
04. Multiple Input Sequences~.mp4	3.6 MB
05. map() Versus Comprehensions~.mp4	1.2 MB
06. The filter() Function~.mp4	4.0 MB
07. The functools.reduce() Function~.mp4	6.9 MB
08. Combining map() and reduce()~.mp4	4.9 MB
09. The Iteration Protocols~.mp4	5.2 MB
10. Putting the Protocols Together~.mp4	2.9 MB
11. Alternative Iterable Protocol~.mp4	2.4 MB
12. Extended iter() Format~.mp4	3.8 MB
13. Duck Tail- Iterator for Streamed Sensor Data~.mp4	5.6 MB
14. Summary~.mp4	7.3 MB
/.../09. Inheritance and Subtype Polymorphism/
01. Inheritance Overview~.mp4	8.4 MB
02. A Realistic Example- SortedList~.mp4	5.6 MB
03. The Built-In isinstance() Function~.mp4	6.5 MB
04. The Built-In issubclass() Function~.mp4	2.0 MB
05. Multiple Inheritance~.mp4	7.9 MB
06. Details of Multiple Inheritance~.mp4	2.9 MB
07. Method Resolution Order~.mp4	10.4 MB
08. How Is Method Resolution Order Calculated-~.mp4	4.3 MB
09. The Built-In super() Function~.mp4	5.5 MB
10. Class-Bound Super Proxies~.mp4	6.3 MB
11. Instance-Bound Super Proxies~.mp4	4.7 MB
12. Calling super() Without Arguments~.mp4	2.1 MB
13. SortedIntList Explained~.mp4	4.6 MB
14. The Object Class~.mp4	5.5 MB
15. Duck Tail- Inheritance for Implementation Sharing~.mp4	5.2 MB
16. Summary~.mp4	14.9 MB
/.../10. Implementing Collections/
01. Collection Protocol Overview~.mp4	5.1 MB
02. Collection Construction~.mp4	15.1 MB
03. The Container Protocol~.mp4	9.8 MB
04. The Sized Protocol~.mp4	11.9 MB
05. The Iterable Protocol~.mp4	12.9 MB
06. The Sequence Protocol- Indexing~.mp4	13.0 MB
07. The Sequence Protocol- Slicing~.mp4	20.0 MB
08. Comprehensible Test Results With __repr__()~.mp4	8.6 MB
09. Implementing Equality and Inequality~.mp4	27.0 MB
10. The Sequence Protocol- Reversing~.mp4	7.8 MB
11. The Sequence Protocol- index()~.mp4	14.6 MB
12. The Sequence Protocol- count()~.mp4	4.8 MB
13. Improving Performance from O(N) to O(log n)~.mp4	29.4 MB
14. Refactoring to Avoid Don't Repeat Yourself (DRY)~.mp4	14.3 MB
15. Checking Protocol Implementations~.mp4	17.6 MB
16. The Sequence Protocol- Concatenation and Repetition~.mp4	33.5 MB
17. The Set Protocol~.mp4	31.7 MB
18. Duck Tail- Making a Mutable Set~.mp4	4.4 MB
19. Summary~.mp4	6.9 MB
/.../11. Exceptions and Errors/
01. Always Specify an Exception Type~.mp4	10.9 MB
02. The Standard Exception Hierarchy~.mp4	17.0 MB
03. Exception Payloads~.mp4	18.1 MB
04. Defining New Exceptions~.mp4	13.2 MB
05. Chaining Exceptions~.mp4	19.0 MB
06. Traceback Objects~.mp4	10.1 MB
07. Assertions- Internal Invariants~.mp4	10.5 MB
08. Assertions- Class Invariants~.mp4	7.5 MB
09. Assertions- Performance~.mp4	7.5 MB
10. Duck Tail- Preconditions and Postconditions~.mp4	29.0 MB
11. Summary~.mp4	5.9 MB
/.../12. Defining Context Managers/
01. What Is a Context Manager-~.mp4	6.4 MB
02. The Context Manager Protocol~.mp4	4.6 MB
03. A First Context Manager Example~.mp4	8.9 MB
04. __enter__()~.mp4	2.1 MB
05. __exit__()~.mp4	4.1 MB
06. __exit__() and Exception Propagation~.mp4	5.5 MB
07. The with-statement Expansion~.mp4	2.3 MB
08. contextlib.contextmanager~.mp4	13.1 MB
09. Multiple Context Managers~.mp4	7.4 MB
10. Don't Pass a List!~.mp4	3.0 MB
11. Duck Tail- Context Managers for Transactions~.mp4	9.4 MB
12. Summary~.mp4	6.7 MB
/.../Pluralsight - Unit Testing with Python [AhLaN]/
using-unit-testing-python~.zip	42.3 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.4 MB
/.../02. Unit Test Fundamentals/
01. What Is a Unit Test-~.mp4	4.1 MB
02. First Example Unit Test~.mp4	9.0 MB
03. Explanation of 'Test Case' and 'Test Runner'~.mp4	9.8 MB
04. Exception Checking with assertRaises & Explaination of 'Test Suite'~.mp4	5.2 MB
05. Skipping a Test Case & Explanation of 'Test Fixture'~.mp4	15.8 MB
06. Vocabulary Summary~.mp4	3.4 MB
07. Example of Poor Unit Test Design~.mp4	14.0 MB
08. Better Design with Arrange-Act-Assert~.mp4	13.3 MB
09. Detailed Design of Arrange-Act-Assert Test Parts~.mp4	15.8 MB
10. Module Summary~.mp4	1.1 MB
/.../03. Unit Testing Why and When/
01. Introducing the Module Topics - Why and When~.mp4	2.2 MB
02. Unit Testing Helps You to Understand What to Build~.mp4	7.1 MB
03. Unit Testing Helps You to Document the Units~.mp4	5.7 MB
04. Unit Testing Helps You with Design~.mp4	12.7 MB
05. Unit Testing Helps You Detect Regression~.mp4	8.1 MB
06. Limitations of Unit Testing~.mp4	3.3 MB
07. Unit Testing Is Part of Your Job~.mp4	1.9 MB
08. Test-Last Process~.mp4	3.3 MB
09. Test-First Process~.mp4	5.5 MB
10. Test-Driven Development~.mp4	3.8 MB
11. Automated Build Servers and Continuous Integration~.mp4	6.6 MB
12. Module Summary~.mp4	932.5 KB
/.../04. Unit Testing with pytest/
01. Introducing pytest - a Popular Alternative to unittest~.mp4	4.3 MB
02. First Test Case and Failure Analysis~.mp4	8.2 MB
03. Using PyCharm's Test Runner~.mp4	5.9 MB
04. Additional Kinds of Assertion, Including assertRaises~.mp4	10.1 MB
05. Introduction to Test Fixtures~.mp4	7.6 MB
06. Cleaning up Fixture Resources, Chaining Fixtures~.mp4	13.7 MB
07. Organzing Test Code for Larger Programs~.mp4	9.1 MB
08. Using Markers to Control Which Tests Are Run~.mp4	17.0 MB
09. Using an HTML Report Plugin & Module Summary~.mp4	3.5 MB
/.../05. Testable Documentation with doctest/
01. Introducing doctest - Embed Unit Tests in Your Docstrings.mp4	6.0 MB
02. Introduction to Yatzy Example & a First doctest~.mp4	5.9 MB
03. Using a Test Runner to Execute Your Doctests~.mp4	7.0 MB
04. Interpreting Test Failures and Updating Your Docstring~.mp4	6.2 MB
05. Handling Output That Varies Using a Wildcard~.mp4	15.3 MB
06. Handling Random Numbers, Dictionaries, Floats, and Tracebacks.mp4	12.7 MB
07. Global Options and Directives~.mp4	10.0 MB
08. Regression Testing Your Tutorial Documentation~.mp4	13.1 MB
09. Module Summary~.mp4	1.1 MB
/.../06. Using Test Doubles/
01. What Is a Test Double-~.mp4	3.2 MB
02. Example Using a Stub~.mp4	8.6 MB
03. Creating a Stub Using unittest.Mock~.mp4	6.0 MB
04. Example Using a Fake~.mp4	10.2 MB
05. Example Using a Dummy~.mp4	6.9 MB
06. Mocks and Spies Give You a Third Kind of Assertion~.mp4	3.4 MB
07. Example Using a Spy~.mp4	18.2 MB
08. Example Using a Mock~.mp4	16.2 MB
09. Overview of All the Types of Test Double~.mp4	2.5 MB
10. Using Monkeypatching to Insert a Test Double~.mp4	9.9 MB
11. Example Using Monkeypatching to Replace a Built-in Function~.mp4	7.0 MB
12. Module Summary~.mp4	874.5 KB
/.../07. Parameterized Tests & Test Coverage/
01. Module Introduction~.mp4	671.5 KB
02. Example Using Parameterized Tests with pytest~.mp4	9.9 MB
03. Example Using Parameterized Tests with unittest~.mp4	7.6 MB
04. Example Measuring Test Coverage~.mp4	9.0 MB
05. Example Measuring Branch Coverage~.mp4	8.0 MB
06. Example Adding Parameterized Tests to Existing Code with Coverage.mp4	18.4 MB
07. Tracking Coverage Trends~.mp4	2.3 MB
08. Good Uses for Coverage, and Alternatives for Assessing Test Quality.mp4	3.4 MB
09. Module Summary~.mp4	742.7 KB
/Thumbnails/
Pluralsight - Advanced Python [AhLaN]~.jpg	194.1 KB
Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN]~.jpg	194.1 KB
Pluralsight - Managing Python Packages and Virtual Environments [AhLaN]~.jpg	854.4 KB
Pluralsight - Python Best Practices for Code Quality [AhLaN]~.jpg	1.0 MB
Pluralsight - Python – Beyond the Basics [AhLaN]~.jpg	82.5 KB
Pluralsight - Unit Testing with Python [AhLaN]~.jpg	890.0 KB
/Pluralsight - Pluralsight - Core Python [AhLaN]/
Post~.txt	19.6 KB
/.../Pluralsight - Advanced Generators and Coroutines [AhLaN]/
advanced-generators-and-coroutines~.zip	8.7 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.4 MB
/.../02. Much More Than Just Iteration- Generators!/
01. Just Give up the Next Item- Iteration~.mp4	9.4 MB
02. A Different Approach- Generators as Iterators.mp4	7.9 MB
03. When Performance Matters- Laziness vs. Eagerness.mp4	10.8 MB
04. Demo- Your First Generator~.mp4	17.4 MB
05. Summary~.mp4	1.5 MB
/.../03. Creating Your First Generator Based Data Pipeline/
01. Much More Than Just Iteration- Pipeline Enabled Generators.mp4	16.1 MB
02. Why You Don’t Have to Remember All This- Itertools!.mp4	14.6 MB
03. Demo- All You Need Are Pipelines~.mp4	18.7 MB
04. Summary~.mp4	882.0 KB
/.../04. Meet Generators Counterpart- Coroutines/
01. Generators Counterpart- Coroutines~.mp4	8.2 MB
02. Expanding on Coroutines- Priming and Yielding.mp4	15.5 MB
03. Getting the Final State out of Generators- Returning Values.mp4	8.7 MB
04. Yield Data Model- Iter, Next, Send, Close, Throw, and Return.mp4	14.9 MB
05. Demo- The First Coroutine~.mp4	9.1 MB
06. Summary~.mp4	2.1 MB
/.../05. Pushing Data through Pipelines with Coroutines/
01. Delegate That Task! Yield from Explained.mp4	24.3 MB
02. Flow That Data with Coroutines~.mp4	9.3 MB
03. From Pipelines to Concurrency- How Coroutines Changed the World.mp4	20.6 MB
04. Demo- Putting It All Together; Creating Your Own Event Loop!.mp4	20.4 MB
05. Summary~.mp4	3.3 MB
/.../Pluralsight - Core Python- Classes and Object-orientation [AhLaN]/
core-python-classes-object-orientation~.zip	29.6 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.3 MB
/.../02. Class Attributes, Methods, and Properties/
01. Overview~.mp4	7.4 MB
02. Class Attributes~.mp4	18.5 MB
03. Static Methods~.mp4	7.8 MB
04. Class Methods~.mp4	21.2 MB
05. Static Methods with Inheritance~.mp4	14.8 MB
06. Class Methods with Inheritance~.mp4	21.1 MB
07. Properties~.mp4	28.8 MB
08. Properties and Inheritance~.mp4	33.3 MB
09. Overriding Properties with Template Methods.mp4	14.3 MB
10. Summary~.mp4	2.6 MB
/.../03. String Representation of Objects/
01. Overview~.mp4	10.9 MB
02. Customizing repr()~.mp4	21.0 MB
03. Customizing str()~.mp4	15.3 MB
04. Customizing format()~.mp4	30.0 MB
05. Summary~.mp4	9.2 MB
/.../04. Multiple Inheritance and Method-resolution Order/
01. Review- Single Inheritance~.mp4	11.5 MB
02. Type Inspection~.mp4	8.0 MB
03. Multiple Inheritance~.mp4	8.8 MB
04. Method Resolution Order~.mp4	10.2 MB
05. super()~.mp4	20.1 MB
06. Resolving the Mystery~.mp4	7.4 MB
07. Summary~.mp4	7.6 MB
/.../05. Class Decorators/
01. Overview~.mp4	7.2 MB
02. Can We Synthesize a Method-~.mp4	7.5 MB
03. Making a Class Decorator~.mp4	26.8 MB
04. Class Decorator Factories~.mp4	31.1 MB
05. Summary~.mp4	2.6 MB
/.../06. Data Classes/
01. Data Classes~.mp4	5.4 MB
02. Defining Data Classes~.mp4	6.5 MB
03. Hash and Hashability~.mp4	5.3 MB
04. Dataclass Invariants~.mp4	10.3 MB
05. Summary~.mp4	5.2 MB
/.../Pluralsight - Core Python- Functions and Functional Programming [AhLaN]/
core-python-functions-functional-programming~.zip	11.7 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.4 MB
/.../02. Function and Callables/
01. Review of Functions~.mp4	7.8 MB
02. Callable Instances~.mp4	6.7 MB
03. Classes Are Callable~.mp4	4.9 MB
04. Lambdas~.mp4	9.3 MB
05. Summary~.mp4	1.6 MB
/.../03. Extended Argument and Call Syntax/
01. Extended Formal Argument Syntax~.mp4	6.4 MB
02. Keyword and Positional-only Arguments.mp4	8.6 MB
03. Extended Call Syntax~.mp4	4.9 MB
04. Summary~.mp4	1.1 MB
/.../Pluralsight - Core Python- Functions and Functional Programming [AhLaN]/04. Closures/
01. Local Functions~.mp4	10.2 MB
02. Closures and Nested Scopes~.mp4	4.3 MB
03. The Nonlocal Keyword~.mp4	8.6 MB
04. Summary~.mp4	1.4 MB
/.../05. Function Decorators/
01. Function Decorators~.mp4	7.3 MB
02. What Can Be a Decorator-~.mp4	5.1 MB
03. Applying Multiple Decorators~.mp4	3.7 MB
04. Preserving Function Metadata~.mp4	5.1 MB
05. Parameterized Decorators~.mp4	6.3 MB
/.../06. Functional-style Tools/
01. Map~.mp4	9.7 MB
02. Filter~.mp4	2.9 MB
03. Reduce~.mp4	4.1 MB
04. Combining the Tools~.mp4	4.6 MB
/.../07. Multi-input and Nested Comprehension/
01. Multi-input Comprehensions~.mp4	6.3 MB
02. Nested Comprehensions~.mp4	4.5 MB
/.../Pluralsight - Core Python- Getting Started [AhLaN]/
getting-started-python-core~.zip	42.6 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.9 MB
/.../02. Installing and Starting Python/
01. Overview~.mp4	1.8 MB
02. Installing Python~.mp4	8.0 MB
03. Interactive Python~.mp4	4.2 MB
04. Significant Whitespace~.mp4	5.0 MB
05. Python Culture~.mp4	3.8 MB
06. The Python Standard Library~.mp4	8.4 MB
07. Summary~.mp4	2.3 MB
/.../03. Scalar Types, Operators, and Control Flow/
01. Overview~.mp4	5.9 MB
02. Relational Operators~.mp4	1.8 MB
03. Control Flow~.mp4	2.3 MB
04. While-loops~.mp4	5.0 MB
05. Summary~.mp4	1.9 MB
/.../04. Introducing Strings, Collections, and Iteration/
01. Overview~.mp4	1.3 MB
02. String~.mp4	2.6 MB
03. String Literals~.mp4	8.6 MB
04. Bytes~.mp4	2.8 MB
05. List~.mp4	2.0 MB
06. Dict~.mp4	1.8 MB
07. For-loop~.mp4	1.4 MB
08. Putting it all Together~.mp4	7.3 MB
09. Summary~.mp4	3.9 MB
/.../Pluralsight - Core Python- Getting Started [AhLaN]/05. Modularity/
01. Overview~.mp4	1.9 MB
02. Modules~.mp4	3.0 MB
03. Functions~.mp4	6.0 MB
04. __name__~.mp4	4.6 MB
05. The Python Execution Model~.mp4	2.7 MB
06. Command Line Arguments~.mp4	5.5 MB
07. Moment of Zen~.mp4	870.5 KB
08. Docstrings~.mp4	2.6 MB
09. Comments~.mp4	1.0 MB
10. Shebang~.mp4	2.2 MB
11. Summary~.mp4	3.8 MB
/.../06. Objects and Types/
01. Overview~.mp4	8.3 MB
02. Passing Arguments and Returning Values~.mp4	4.8 MB
03. Function Arguments~.mp4	6.8 MB
04. Python's Type System~.mp4	1.4 MB
05. Scopes~.mp4	5.5 MB
06. Moment of Zen~.mp4	793.0 KB
07. Everything is an Object~.mp4	2.0 MB
08. Summary~.mp4	4.2 MB
/.../07. Built-in Collections/
01. Overview~.mp4	982.8 KB
02. Tuples~.mp4	5.5 MB
03. Strings~.mp4	11.5 MB
04. Ranges~.mp4	3.1 MB
05. Lists~.mp4	12.5 MB
06. Dictionaries~.mp4	9.4 MB
07. Sets~.mp4	8.3 MB
08. Protocols~.mp4	3.0 MB
09. Summary~.mp4	4.2 MB
/.../Pluralsight - Core Python- Getting Started [AhLaN]/08. Exceptions/
01. Overview~.mp4	3.6 MB
02. Exceptions and Control Flow~.mp4	2.0 MB
03. Handling Exceptions~.mp4	3.5 MB
04. Exceptions and Programmer Errors~.mp4	3.4 MB
05. Re-raising Exceptions~.mp4	2.4 MB
06. Exceptions Are Part of the API~.mp4	6.1 MB
07. Exceptions and Protocols~.mp4	2.7 MB
08. Avoid Explicit Type Checks~.mp4	1.5 MB
09. It's Easier to Ask Forgiveness Than Permission~.mp4	4.2 MB
10. Cleanup Actions~.mp4	2.9 MB
11. Platform-Specific Code~.mp4	4.6 MB
12. Summary~.mp4	3.5 MB
/.../09. Iteration and Iterables/
01. Overview~.mp4	2.2 MB
02. List and Set Comprehensions~.mp4	3.7 MB
03. DIctionary Comprehensions~.mp4	3.0 MB
04. Filtering Comprehensions~.mp4	1.4 MB
05. Moment of Zen~.mp4	1.1 MB
06. Iteration Protocols~.mp4	3.9 MB
07. Generator Functions~.mp4	4.8 MB
08. Maintaining State in Generators~.mp4	4.1 MB
09. Laziness and the Infinite~.mp4	2.1 MB
10. Generator Expressions~.mp4	3.4 MB
11. Iteration Tools~.mp4	6.0 MB
12. Summary~.mp4	2.8 MB
/.../Pluralsight - Core Python- Getting Started [AhLaN]/10. Classes/
01. Overview~.mp4	1.9 MB
02. Classes~.mp4	1.7 MB
03. Defining Classes~.mp4	2.5 MB
04. Instance Methods~.mp4	1.7 MB
05. Instance Initializers~.mp4	10.1 MB
06. A Second Class~.mp4	5.4 MB
07. Collaborating Classes~.mp4	3.6 MB
08. Moment of Zen~.mp4	854.6 KB
09. Booking Seats~.mp4	14.4 MB
10. Methods for Implementation Details~.mp4	7.6 MB
11. Object-Oriented Design with Function Objects~.mp4	7.1 MB
12. Polymorphism and Duck Typing~.mp4	8.1 MB
13. Inheritance and Implementation Sharing~.mp4	7.8 MB
14. Summary~.mp4	5.8 MB
/.../11. File IO and Resource Managements/
01. Overview~.mp4	2.0 MB
02. Opening Files~.mp4	4.3 MB
03. Writing Text~.mp4	5.8 MB
04. Reading Text~.mp4	3.8 MB
05. Appending Text~.mp4	1.2 MB
06. Iterating over Files~.mp4	1.9 MB
07. Closing Files with Finally~.mp4	6.2 MB
08. With-blocks~.mp4	2.0 MB
09. Moment of Zen~.mp4	901.1 KB
10. Binary Files~.mp4	13.8 MB
11. Bitwise Operators~.mp4	1.4 MB
12. Pixel Data~.mp4	2.7 MB
13. Reading Binary Data~.mp4	3.2 MB
14. File-like Objects~.mp4	4.6 MB
15. Context Managers~.mp4	2.8 MB
16. Summary~.mp4	3.8 MB
/.../Pluralsight - Core Python- Hashing and More Collections [AhLaN]/
core-python-hashing-more-collections~.zip	5.5 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.4 MB
/.../02. Collections by Type/
01. Introduction~.mp4	4.0 MB
02. Sequence Types~.mp4	2.9 MB
03. Demo- Sequence Types~.mp4	21.1 MB
04. Mapping Types~.mp4	2.1 MB
05. Demo- Mapping Types~.mp4	9.1 MB
06. Set and Summary~.mp4	2.7 MB
/.../03. Custom Object equality- __hash__ and __eq__/
01. Introduction~.mp4	6.6 MB
02. Demo- Hashing~.mp4	18.2 MB
03. Collisions and Equality~.mp4	11.8 MB
04. Demo- Hashing and Equality~.mp4	9.8 MB
05. Demo- Hash Immutability~.mp4	4.8 MB
06. More on Immutability~.mp4	1.9 MB
07. Dataclass and Summary~.mp4	4.9 MB
/.../04. More Mapping Types/
01. Introduction~.mp4	2.6 MB
02. Demo- defaultdict~.mp4	18.6 MB
03. Counter + Demo~.mp4	41.1 MB
04. OrderedDict + Demo~.mp4	13.2 MB
05. Summary~.mp4	554.2 KB
/.../05. More Sequence Types/
01. Introduction~.mp4	10.6 MB
02. Demo- namedtuple~.mp4	14.0 MB
03. deque~.mp4	6.5 MB
04. Demo- deque~.mp4	8.7 MB
05. Summary~.mp4	774.4 KB
/.../Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN]/
core-python-implementing-iterators-iterables-collections~.zip	14.8 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.9 MB
/.../02. Iterators and Iterables/
01. Iterators and Iterables~.mp4	11.6 MB
02. Motivating Iterators- Tree Traversals.mp4	5.3 MB
03. Breath-first, Level-order Iterator.mp4	13.1 MB
04. Depth-first, Pre-order Iterator~.mp4	11.0 MB
05. Depth-first, In-order Iterator~.mp4	10.6 MB
06. Filtering Iterators~.mp4	12.2 MB
07. Transforming Iterators~.mp4	7.9 MB
08. Iterables~.mp4	10.6 MB
09. The Alternative Iterable Protocol.mp4	8.3 MB
10. The Extended iter() Form~.mp4	7.3 MB
11. Summary~.mp4	2.3 MB
/.../03. Collection Protocol Overview/
01. Collection Protocols~.mp4	10.2 MB
/.../04. The Collection Construction Convention/
01. The Construction Convention.mp4	14.5 MB
/.../05. The Container Protocol/
01. The Container Protocol~.mp4	16.4 MB
/.../06. The Sized Protocol/
01. The Sized Protocol~.mp4	15.2 MB
/.../07. The Iterable Protocol/
01. The Iterable Protocol~.mp4	18.1 MB
/.../08. The Sequence Protocol/
01. The Sequence Protocol~.mp4	2.1 MB
02. Indexing~.mp4	8.2 MB
03. Slicing~.mp4	12.6 MB
04. String Representation~.mp4	9.7 MB
05. Value Equality~.mp4	13.3 MB
06. Value Inequality~.mp4	4.4 MB
07. The Hashable Protocol~.mp4	15.5 MB
08. Reversing a Sequence~.mp4	5.3 MB
09. The index() Method~.mp4	8.3 MB
10. The count() Method~.mp4	6.3 MB
11. The Extended Sequence Protocol~.mp4	22.8 MB
/.../09. Refactoring to Improve Performance/
01. Refactoring for Performance.mp4	7.3 MB
02. Checking Performance~.mp4	30.8 MB
/.../10. The Collection Abstract Base Classes/
01. The Collection Abstract Base Classes.mp4	15.8 MB
/.../11. The Set Protocol/
01. The Set Protocol~.mp4	21.0 MB
02. Going Further- Mutability~.mp4	3.4 MB
03. Summary~.mp4	3.1 MB
/.../Pluralsight - Core Python- Introspection [AhLaN]/
core-python-introspection~.zip	4.2 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.3 MB
/.../02. Introspecting Types/
01. Introspecting Types~.mp4	5.5 MB
/.../03. Introspecting Objects/
01. Introspecting Objects~.mp4	6.1 MB
02. Example- Mixed Numerals~.mp4	2.8 MB
03. Summary~.mp4	1.7 MB
/.../04. Introspecting Scopes/
01. Introspecting Scopes~.mp4	6.9 MB
/.../05. The Inspect Module/
01. The Inspect Module~.mp4	14.4 MB
/.../06. An Object Introspection Tool/
01. An Object Introspection Tool~.mp4	27.7 MB
02. Summary~.mp4	2.4 MB
/.../Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN]/
core-python-numeric-types-dates-times~.zip	9.1 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.2 MB
/.../02. Review of int and float/
01. Review of int and float~.mp4	8.1 MB
/.../03. The Decimal Module/
01. Construction~.mp4	3.9 MB
02. Fractional Values, Precision, and Special Values~.mp4	4.0 MB
03. Combining with Other Types~.mp4	6.5 MB
04. Summary~.mp4	1.7 MB
/.../04. The Fractions Module/
01. Construction~.mp4	2.8 MB
02. Arithmetic and Operations~.mp4	3.9 MB
/.../05. Complex Numbers/
01. Construction~.mp4	3.8 MB
02. Operations~.mp4	1.7 MB
03. A Practical Example~.mp4	2.5 MB
/.../06. Built-in Functions Relating to Numbers/
01. Built-in Functions for Numbers~.mp4	4.0 MB
02. Base Conversions~.mp4	3.4 MB
/.../07. Dates and Times with the Datetime Module/
01. The Datetime Module~.mp4	3.2 MB
02. Dates~.mp4	5.0 MB
03. Times~.mp4	1.8 MB
04. Combined Dates and Times~.mp4	5.2 MB
05. Durations~.mp4	2.3 MB
06. Timezones~.mp4	3.2 MB
07. Summary~.mp4	1.8 MB
/.../08. Computational Geometry/
01. Example Problem- Collinearity~.mp4	7.5 MB
02. Implementing with float and Fraction~.mp4	5.2 MB
03. Visualizing the Results~.mp4	5.0 MB
/.../Pluralsight - Core Python- Organizing Larger Programs [AhLaN]/
core-python-organizing-larger-programs~.zip	4.2 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.5 MB
/.../02. Nesting Modules with Packages/
01. Prerequisites~.mp4	5.0 MB
02. Introduction to Packages~.mp4	2.7 MB
03. Locating Modules~.mp4	5.2 MB
04. Summary~.mp4	964.8 KB
/.../03. Implementing Packages/
01. Creating Packages~.mp4	7.3 MB
02. Creating a Subpackage~.mp4	10.0 MB
03. Relative Imports~.mp4	8.3 MB
04. Using __all__~.mp4	5.8 MB
/.../04. Namespace and Executable Packages/
01. Namespace Packages~.mp4	4.9 MB
02. Executable Directories~.mp4	4.1 MB
03. Executable Zip Files~.mp4	1.0 MB
04. Executable Packages~.mp4	5.5 MB
/.../05. Recommended Package Layout/
01. Python Project Structure~.mp4	6.4 MB
02. A Concrete Example- demo_reader~.mp4	1.9 MB
03. Implementing Plugins with Namespace Packages~.mp4	6.9 MB
04. Implementing Plugins with setuptools~.mp4	6.1 MB
/.../06. Package Distribution/
01. Source Distributions~.mp4	3.6 MB
02. Built Distributions~.mp4	3.5 MB
03. Uploading Packages to a Package Server~.mp4	6.4 MB
04. Summary~.mp4	1.5 MB
/.../Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]/
core-python-robust-resource-error-handling~.zip	14.2 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.6 MB
/.../Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]/02. Review/
01. Review~.mp4	7.0 MB
/.../03. Exception Hierarchies/
01. Exception Hierarchies~.mp4	12.9 MB
/.../04. Exception Payloads/
01. Exception Payloads~.mp4	9.9 MB
/.../05. User-defined Exceptions/
01. User-defined Exceptions~.mp4	8.1 MB
/.../06. Exception Chaining/
01. Implicit Chaining~.mp4	6.5 MB
02. Explicit Chaining~.mp4	6.2 MB
/.../Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]/07. Tracebacks/
01. Tracebacks~.mp4	6.8 MB
/.../Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]/08. Assertions/
01. Assertions and Invariants~.mp4	8.9 MB
02. Class Invariants~.mp4	4.2 MB
03. Assertions and Performance~.mp4	3.6 MB
04. Postconditions- A Practical Example~.mp4	17.8 MB
/.../09. Context Managers/
01. Introduction~.mp4	5.4 MB
02. The Context Manager Protocol~.mp4	10.6 MB
03. Implementing a Context Manager~.mp4	8.8 MB
04. Expansion of the With-statement~.mp4	3.1 MB
/.../10. The Context Manager Decorator/
01. The Context Manager Decorator~.mp4	11.2 MB
/.../11. Multiple Context Managers in a With-Statement/
01. Multiple Context Managers~.mp4	10.9 MB
/.../12. Example- Modeling Database Transactions with Context Managers/
01. Modeling Database Transactions.mp4	10.4 MB
/.../Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN]/
core-python-numeric-tower-conversion-operators~.zip	441.3 KB
/.../01. Course Overview/
01. Course Overview~.mp4	2.6 MB
/.../02. Numeric Types/
01. Introduction~.mp4	3.4 MB
02. Built-in Types Jup~.mp4	8.1 MB
03. Decimals Jup~.mp4	7.6 MB
04. Fractions Jup~.mp4	10.0 MB
05. Integers~.mp4	3.1 MB
06. Integers Jup~.mp4	14.4 MB
07. Fractions~.mp4	7.3 MB
08. Cups Example Jup~.mp4	35.2 MB
09. Floats~.mp4	13.2 MB
10. Interest Jup~.mp4	41.4 MB
/.../03. Implementing Classes that Respond to Operators/
01. Example~.mp4	2.1 MB
02. Vector Jup~.mp4	20.5 MB
/.../Pluralsight - Python- The Big Picture [AhLaN]/
python-big-picture~.zip	2.6 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.0 MB
/.../02. What Is Python-/
01. Introduction~.mp4	1.3 MB
02. Getting the Most from This Course~.mp4	1.6 MB
03. What Is Python-~.mp4	5.7 MB
04. Why Should Developers Care-~.mp4	8.4 MB
05. What Makes Python Different-~.mp4	3.6 MB
06. Summary~.mp4	587.9 KB
/.../03. When and Where Is Python Being Used-/
01. Introduction~.mp4	1.1 MB
02. Linux Scripting and Administration~.mp4	30.8 MB
03. Web Development~.mp4	11.2 MB
04. Application Scripting~.mp4	17.0 MB
05. Data Science~.mp4	6.4 MB
06. Summary~.mp4	1.1 MB
/.../04. First Steps with Python/
01. Introduction~.mp4	1.3 MB
02. The Basics~.mp4	7.5 MB
03. Learning and Documentation~.mp4	7.2 MB
04. Working with the Code of Others~.mp4	7.0 MB
/.../05. Continuing Your Python Journey/
01. Introduction~.mp4	1.3 MB
02. Python 2 vs. Python 3~.mp4	3.8 MB
03. Executing Python Code~.mp4	34.2 MB
04. Summary~.mp4	2.3 MB
/Thumbnails/
Pluralsight - Advanced Generators and Coroutines [AhLaN]~.jpg	876.2 KB
Pluralsight - Core Python- Classes and Object-orientation [AhLaN]~.jpg	793.0 KB
Pluralsight - Core Python- Functions and Functional Programming [AhLaN]~.jpg	826.6 KB
Pluralsight - Core Python- Getting Started [AhLaN]~.jpg	801.5 KB
Pluralsight - Core Python- Hashing and More Collections [AhLaN]~.jpg	792.8 KB
Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN]~.jpg	743.6 KB
Pluralsight - Core Python- Introspection [AhLaN]~.jpg	937.3 KB
Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN]~.jpg	723.0 KB
Pluralsight - Core Python- Organizing Larger Programs [AhLaN]~.jpg	1.2 MB
Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN]~.jpg	844.1 KB
Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN]~.jpg	958.9 KB
Pluralsight - Python- The Big Picture [AhLaN]~.jpg	194.1 KB
/.../Pluralsight - Building Your First Python Analytics Solution [AhLaN]/
building-first-python-analytics-solution~.zip	2.7 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.2 MB
/.../02. Getting Started with Python for Analytics/
01. Module Overview~.mp4	2.2 MB
02. Prerequisites and Course Outline~.mp4	1.9 MB
03. Python for Data Analytics~.mp4	9.0 MB
04. Python Development Environments~.mp4	7.4 MB
05. Python Packages~.mp4	6.7 MB
06. Demo- Windows - Installing Python and Using Pip to Install Packages.mp4	8.7 MB
07. Demo- MacOS - Using Brew to Install Python 3.mp4	9.7 MB
08. Demo- MacOS - Using Pip to Install Packages.mp4	8.1 MB
09. Demo- Installing and Working with Virtual Environments.mp4	7.6 MB
10. Demo- Editing a Python Script Using Nano and Vim.mp4	5.7 MB
11. Demo- Editing a Python Script Using SublimeText.mp4	7.0 MB
12. Demo- Using Online Editors to Write Python Code.mp4	7.4 MB
13. Module Summary~.mp4	2.5 MB
/.../03. Working with Python Using Anaconda/
01. Module Overview~.mp4	2.2 MB
02. Introducing Jupyter Notebooks~.mp4	5.4 MB
03. Demo- Windows Installing Anaconda and Running Jupyter Notebooks.mp4	7.0 MB
04. Demo- Mac OS Installing Anaconda and Running Jupyter Notebooks.mp4	13.9 MB
05. Demo- Installing the Python 2 Kernel along with Python 3.mp4	8.9 MB
06. Demo- Executing Code in Jupyter~.mp4	6.9 MB
07. Demo- Restarting and Switching Kernels~.mp4	10.1 MB
08. Demo- Exploring Magic Commands~.mp4	10.2 MB
09. Demo- Line Magic and Cell Magic Commands.mp4	8.5 MB
10. Demo- Exploring Interactive Widgets~.mp4	9.2 MB
11. Demo- Wrangling and Visualizing Data~.mp4	10.9 MB
12. Module Summary~.mp4	2.3 MB
/.../04. Working with Python Using Other IDEs/
01. Module Overview~.mp4	2.8 MB
02. Exploring Popular IDEs for Python~.mp4	3.9 MB
03. Demo- Installing and Setting up IDLE~.mp4	11.8 MB
04. Demo- Running and Debugging Code with IDLE.mp4	16.4 MB
05. Demo- Installing Eclipse and Setting up the PyDev Plugin.mp4	14.0 MB
06. Demo- Running and Debugging Code with Eclipse.mp4	19.3 MB
07. Demo- Installing and Setting up PyCharm.mp4	11.9 MB
08. Demo- Running and Debugging Code with PyCharm.mp4	19.3 MB
09. Demo- Working with Spyder~.mp4	19.2 MB
10. Module Summary~.mp4	2.1 MB
/.../05. Working with Python on the Cloud/
01. Module Overview~.mp4	2.5 MB
02. Jupyter on the Cloud~.mp4	5.9 MB
03. Demo- Getting Started with Azure Notebooks.mp4	9.7 MB
04. Demo- Analyzing and Visualizing Data on Azure Notebooks.mp4	18.8 MB
05. Demo- Setting up and Connecting to Cloud Datalab on the GCP.mp4	15.2 MB
06. Demo- Building a Simple Regression Model on Datalab.mp4	12.4 MB
07. Demo- Setting up a SageMaker Notebook Instance on AWS.mp4	11.5 MB
08. Demo- Executing Code to Integrate with S3 Buckets.mp4	12.6 MB
09. Summary and Further Study~.mp4	2.6 MB
/.../Pluralsight - Cleaning Data- Python Data Playbook [AhLaN]/
cleaning-data-python-data-playbook~.zip	5.0 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.4 MB
/.../02. Understanding Your Data/
01. Introduction~.mp4	3.7 MB
02. Viewing and Converting Types~.mp4	10.4 MB
03. Aggregating Data~.mp4	9.2 MB
04. Normalizing Data~.mp4	8.4 MB
05. Transforming Data~.mp4	8.7 MB
06. Filtering Data~.mp4	7.4 MB
07. Review~.mp4	2.1 MB
/.../03. Removing and Fixing Columns with pandas/
01. Introduction~.mp4	2.8 MB
02. Dropping Columns~.mp4	11.6 MB
03. Changing Column Casing~.mp4	6.2 MB
04. Renaming Columns~.mp4	10.8 MB
05. Review~.mp4	2.3 MB
/.../04. Indexing and Filtering Datasets/
01. Introduction~.mp4	1.6 MB
02. Direct Filtering with Square Brackets~.mp4	9.7 MB
03. Data Indexing with .loc~.mp4	9.0 MB
04. Using .iloc to Access Specific Rows or Columns~.mp4	10.4 MB
05. Filtering Data with str.contains~.mp4	13.2 MB
06. Review~.mp4	2.7 MB
/.../05. Handling Bad, Missing, and Duplicate Data/
01. Introduction~.mp4	2.4 MB
02. Stripping White Space~.mp4	6.4 MB
03. Replacing Bad Data with NaN~.mp4	13.7 MB
04. Filling Missing Data with a Value~.mp4	5.6 MB
05. Dropping Rows of Data~.mp4	9.8 MB
06. Identifying and Dropping Duplicate Data~.mp4	15.8 MB
07. Review~.mp4	3.1 MB
/.../Pluralsight - Create and Share Analytics with Jupyter Notebooks [AhLaN]/
create-share-analytics-jupyter-notebooks~.zip	11.7 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.8 MB
/.../02. Getting Started with Jupyter Notebooks/
01. Module Overview~.mp4	2.3 MB
02. Prerequisites and Course Outline.mp4	2.1 MB
03. Introducing Jupyter Notebooks~.mp4	9.3 MB
04. Demo- Windows - Installing Anaconda and Jupyter Notebooks.mp4	12.5 MB
05. Demo- Windows - Installing Jupyter Notebooks Using Pip.mp4	11.3 MB
06. Demo- MacOS - Installing Anaconda and Jupyter Notebooks.mp4	15.5 MB
07. Demo- MacOS - Installing Anaconda and Jupyter Notebooks Using the Command Line Installer.mp4	14.3 MB
08. Demo- Running Jupyter Notebooks and Jupyter Lab in Docker Containers.mp4	10.2 MB
09. Demo- MacOS - Installing Jupyter Lab Using Pip.mp4	13.5 MB
10. Module Summary~.mp4	2.1 MB
/.../03. Understanding Jupyter Notebooks/
01. Module Overview~.mp4	2.2 MB
02. Demo- Exploring the Notebook Interface~.mp4	12.8 MB
03. Demo- Restarting the Kernel~.mp4	9.3 MB
04. Demo- Customizing Shortcuts~.mp4	10.0 MB
05. Demo- Notebook Limits and Shutting down Kernels.mp4	9.7 MB
06. Demo- Using Python 2 and Python 3 Kernels.mp4	10.8 MB
07. Demo- Using R and Python 3 Kernels~.mp4	5.7 MB
08. Demo- Exploring Line and Cell Magic Commands.mp4	16.4 MB
09. Module Summary~.mp4	2.3 MB
/.../04. Creating Shareable Analyses in Jupyter Notebooks/
01. Module Overview~.mp4	2.3 MB
02. Demo- Analyzing and Visualizing Data.mp4	15.5 MB
03. Demo- Exploring Interactive Widgets.mp4	15.5 MB
04. Demo- Adding Interactivity to Custom Functions.mp4	14.9 MB
05. Demo- Save, Checkpoint, and Export Notebooks.mp4	4.3 MB
06. Demo- Share Notebooks on Github.mp4	15.6 MB
07. Module Summary~.mp4	2.4 MB
/.../05. Working with Cloud-hosted Jupyter Notebooks/
01. Module Overview~.mp4	3.3 MB
02. Running Hosted Jupyter Notebooks on the Cloud.mp4	6.2 MB
03. Demo- Creating and Working with Notebook Instances on Amazon SageMaker.mp4	14.1 MB
04. Demo- Uploading Notebooks to SageMaker and Using the Terminal Window.mp4	9.1 MB
05. Demo- Exploring and Working with Azure Notebooks.mp4	10.4 MB
06. Demo- Hosted Notebooks on a GCP Deep Learning Virtual Machine.mp4	11.4 MB
07. Demo- Uploading Files and Running Code on GCP.mp4	8.2 MB
08. Summary and Further Study~.mp4	2.5 MB
/.../Pluralsight - Data Wrangling with Python [AhLaN]/
data-wrangling-python~.zip	3.4 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.3 MB
/.../02. Concatenating and Merging Data from Different Sources/
01. Course and Module Introduction~.mp4	2.9 MB
02. Software and Course Prerequisites~.mp4	2.1 MB
03. Concatenating Datasets~.mp4	12.1 MB
04. Merging Datasets~.mp4	7.3 MB
05. Merge Keys~.mp4	5.2 MB
06. The How Parameter~.mp4	5.5 MB
07. Demo- Disambiguating Merged Columns and Updating Dataframes.mp4	3.4 MB
08. Summary~.mp4	2.4 MB
/.../03. Combining Data into Groups/
01. Module Introduction~.mp4	1.2 MB
02. The GroupBy Function~.mp4	3.4 MB
03. Demo- Why and How to Use the GroupBy Function~.mp4	9.0 MB
04. Filter and Transform with GroupBy~.mp4	5.7 MB
05. Demo- Grouping Multi-index Data~.mp4	4.6 MB
/.../04. Normalizing Data with Pandas/
01. Module Introduction~.mp4	1.8 MB
02. Normalizing Data - What and Why~.mp4	3.3 MB
03. Simple Feature Scaling~.mp4	3.6 MB
04. Min-max Scaling~.mp4	3.6 MB
05. Z-score Normalization~.mp4	3.7 MB
06. Points to Consider for Data Normalization and Summary~.mp4	3.8 MB
/.../05. Reshaping Data with Python/
01. Module Introduction~.mp4	1.4 MB
02. Introduction to Data Reshaping~.mp4	3.9 MB
03. Reshape Long Data to Wide Data with the Pivot Function~.mp4	6.4 MB
04. Reshape Wide Data to Long Using the Melt Function~.mp4	3.8 MB
05. Reshape Data Using the Stack and Unstack Functions~.mp4	4.3 MB
06. Reshaping and Aggregation with Pivot Table~.mp4	3.6 MB
07. Summary~.mp4	1.0 MB
/.../06. Data Encoding with Python/
01. Module Introduction~.mp4	1.7 MB
02. One-hot Encoding~.mp4	3.9 MB
03. Demo- Convert Categorical Values Using One-hot Encoding~.mp4	6.4 MB
04. Create Dummy Variables with Pandas~.mp4	5.1 MB
05. Create Frequency Table with the Crosstab Function~.mp4	8.3 MB
06. Summary and Feedback~.mp4	1.9 MB
/.../Pluralsight - Importing Data- Python Data Playbook [AhLaN]/
python-importing-data-playbook~.zip	19.2 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.6 MB
/.../02. Importing Text Data into Python Using NumPy/
01. Importing Text Data into Python Using NumPy.mp4	16.1 MB
02. Importing Flat Files and Numeric Data Using NumPy.mp4	17.8 MB
/.../03. Importing CSV Data into Python Using csv and pandas/
01. Importing CSV Data into Python Using csv and pandas.mp4	1.6 MB
02. Importing CSV Files Using the Python csv Module.mp4	18.2 MB
03. Importing Text and CSV Files Using pandas.mp4	37.9 MB
/.../04. Import Data into Python from JSON and XML Files/
01. Importing Data into Python from JSON and XML Files.mp4	2.7 MB
02. Importing Data into Python from JSON Using the JSON Library.mp4	41.3 MB
03. Importing Data into Python from XML Using the ElementTree XML API.mp4	18.6 MB
/.../05. Import Data into Python from Excel Files/
01. Importing Data into Python from Excel Files.mp4	1.9 MB
02. Importing Excel Files Using pandas~.mp4	23.5 MB
/.../06. Import Data into Python from Common Binary Data File Formats/
01. Importing Data into Python from Common Binary Data File Formats.mp4	1.1 MB
02. Reading SAS Files with pandas.mp4	7.0 MB
03. Reading Stata Files with pandas.mp4	5.4 MB
04. Reading HDF5 Files~.mp4	6.9 MB
05. Reading Matlab Files~.mp4	3.2 MB
06. Reading Pickle Files~.mp4	7.4 MB
/.../07. Import Data into Python from Relational Databases/
01. Importing Data into Python from Relational Databases.mp4	1.9 MB
02. Importing sqlite Database Files~.mp4	9.1 MB
03. Taking Advantage of pandas DataFrames When Querying sqlite.mp4	3.6 MB
04. Working with Databases Using SQLAlchemy.mp4	8.5 MB
05. Importing Data from Relational Databases with pandas (MySQL).mp4	8.9 MB
06. Working with PostgreSQL with psycopg2 and SQLAlchemy.mp4	4.0 MB
07. Importing Relational Data~.mp4	4.9 MB
/.../Pluralsight - Leveraging Online Resources for Python Analytics [AhLaN]/
leveraging-online-resources-python-analytics~.zip	3.5 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.9 MB
/.../02. Getting Started with Python Analytics/
01. Module Overview~.mp4	1.9 MB
02. Prerequisites and Course Outline~.mp4	1.8 MB
03. Python for Data Analysts~.mp4	9.9 MB
04. Python Resources for Analysts~.mp4	7.1 MB
05. Demo- Exploring Online Resources~.mp4	25.4 MB
06. Workflows in Data Analytics~.mp4	7.9 MB
07. Demo- Cleaning Data~.mp4	11.7 MB
08. Demo- Summary Statistics and Basic Analysis.mp4	5.2 MB
09. Demo- Visualizing Relationships in Data.mp4	10.1 MB
10. Demo- Sharing Visualizations Online Using Plotly.mp4	13.2 MB
11. Demo- Prototyping a Classifier~.mp4	5.8 MB
12. Demo- Writing a Python Script for a Classification Model.mp4	15.9 MB
13. Module Summary~.mp4	1.9 MB
/.../03. Leveraging Online Resources for Python Analytics with BigML/
01. Module Overview.mp4	2.1 MB
02. Introducing Big ML.mp4	4.1 MB
03. Demo- Getting Started with Big ML.mp4	3.6 MB
04. Demo- Configuring Data Sources and Creating Datasets.mp4	22.4 MB
05. Demo- Data Preparation and Visualization.mp4	15.9 MB
06. Demo- Splitting into Training and Test Subsets.mp4	5.1 MB
07. Demo- Building Models.mp4	12.9 MB
08. Demo- Evaluating Models.mp4	4.8 MB
09. Demo- Batch and Individual Predictions.mp4	14.8 MB
10. Demo- Clustering.mp4	12.3 MB
11. Demo- Anomaly Detection.mp4	8.4 MB
12. Module Summary.mp4	2.1 MB
/.../04. Working with Interactive Environment Using Google Colab/
01. Module Overview~.mp4	2.1 MB
02. Introducing Google Colab.mp4	2.9 MB
03. Demo- Introducing the Google Colab Interface.mp4	9.0 MB
04. Demo- Colab Notebooks—Similar yet Different.mp4	4.7 MB
05. Demo- Interactive Forms.mp4	10.1 MB
06. Demo- Accessing Google Drive Contents from Colab.mp4	5.2 MB
07. Demo- Widgets~.mp4	11.1 MB
08. Demo- Building a Regression Model.mp4	12.3 MB
09. Demo- Integrating with Github.mp4	6.2 MB
10. Summary and Further Study.mp4	2.5 MB
/.../Pluralsight - Programming Python Using an IDE [AhLaN]/
python-programming-using-ide~.zip	9.5 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.5 MB
/.../02. Programming Python Using an IDE! But Why- And Which One-/
01. Programming Python Using an IDE! But Why- And Which One-.mp4	19.6 MB
02. Code Editors vs. Integrated Development Environments.mp4	3.5 MB
03. Overview of Available Code Editors for Python.mp4	30.4 MB
04. Configuring Python Features for Specific Code Editors.mp4	31.2 MB
05. Takeaway~.mp4	2.8 MB
/.../03. Improving Your Productivity Programming in Python with an IDE/
01. Improving Your Productivity Programming in Python with an IDE.mp4	22.4 MB
02. Customizing IDEs~.mp4	23.9 MB
03. Features That Improve Productivity Coding with an IDE.mp4	20.6 MB
04. Organizing, Navigating, Refactoring, and Styling Code.mp4	33.1 MB
05. Running and Debugging Python Code with an IDE.mp4	27.6 MB
06. Integrating with Version Control Using an IDE.mp4	27.1 MB
07. Working with Databases in Python Using an IDE.mp4	8.3 MB
08. Unit Testing with an IDE~.mp4	8.0 MB
09. Takeaway~.mp4	3.9 MB
/.../04. Leveraging a Python IDE for Data Science/
01. Leveraging a Python IDE for Data Science~.mp4	4.4 MB
02. Leveraging Data Science and Scientific Tools in PyCharm.mp4	5.6 MB
03. Working with an IDE Built for Scientific Python- Spyder.mp4	5.1 MB
04. Using Jupyter Notebook for Data Science~.mp4	8.5 MB
05. Using Apache Zeppelin for Data Science~.mp4	5.1 MB
06. Cloudera Data Science Workbench for Data Science at Scale.mp4	10.8 MB
07. Takeaway~.mp4	1.8 MB
/.../05. Final Takeaway/
01. Final Takeaway~.mp4	3.2 MB
/.../Pluralsight - Pygal- Python Data Playbook [AhLaN]/
pygal-python-data-playbook~.zip	5.8 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.4 MB
/.../02. Getting Data into Pygal/
01. Overview~.mp4	2.3 MB
02. Introducing Pygal~.mp4	5.3 MB
03. Vector and Raster Images~.mp4	8.1 MB
04. The SVG Format~.mp4	4.7 MB
05. Install Pygal~.mp4	8.7 MB
06. Interacting with Pygal Charts~.mp4	11.8 MB
07. Plot Data from a CSV File~.mp4	12.6 MB
08. Stacked Bar Charts~.mp4	7.9 MB
/.../03. Plotting Basic Pygal Charts/
01. Overview~.mp4	2.2 MB
02. Construct a Basic Pie Chart~.mp4	12.4 MB
03. Donut and Half Pie Charts~.mp4	9.3 MB
04. Chart, Serie, and Value Configurations~.mp4	11.8 MB
05. Defining Styles and Configs~.mp4	11.2 MB
06. Introducing Line and Datetimeline Charts~.mp4	10.7 MB
07. Plotting Real Data with Line and Dateline Charts~.mp4	9.8 MB
08. Introducing XY Plots~.mp4	7.2 MB
09. Exploring Real Data with XY Plots~.mp4	13.4 MB
10. Summary~.mp4	1.0 MB
/.../04. Visualizing Complex Data with Advanced Charts/
01. Overview~.mp4	945.4 KB
02. Plotting Histograms~.mp4	7.4 MB
03. Pyramid Charts~.mp4	8.8 MB
04. Visualizing Distributions with Box Plots~.mp4	12.0 MB
05. Constructing a Map Visualization~.mp4	13.4 MB
06. Generating Radar Plots~.mp4	13.8 MB
07. Constructing a Funnel Visualization~.mp4	8.3 MB
08. Creating Gauge Plots~.mp4	10.7 MB
09. Solid Gauge Plots~.mp4	7.4 MB
10. Constructing a Dot Plot~.mp4	13.4 MB
11. Representing Negative Values in a Dot Plot~.mp4	4.5 MB
12. Building a Treemap Visualization~.mp4	11.8 MB
13. Summary~.mp4	747.6 KB
/.../05. Rendering Out Charts/
01. Overview~.mp4	1.3 MB
02. Rendering Charts to Image Files~.mp4	16.3 MB
03. Rendering Charts to Specialized Formats~.mp4	16.5 MB
04. PyQuery and Pygal~.mp4	13.5 MB
05. Building Sparklines~.mp4	5.7 MB
06. Building a Flask App to Render Pygal Charts~.mp4	11.1 MB
07. Testing the Flask App~.mp4	3.5 MB
08. Summary~.mp4	2.3 MB
/.../Pluralsight - Python for Data Analysts [AhLaN]/
python-data-analysts~.zip	2.5 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.5 MB
/.../02. Getting Started with Python for Data Analysis/
01. Module Overview~.mp4	1.9 MB
02. Prerequisites and Course Outline~.mp4	1.7 MB
03. Python for Data Analysts~.mp4	4.7 MB
04. Essential Analytical Building Blocks~.mp4	7.8 MB
05. Demo- Installing Anaconda Python on MacOS~.mp4	9.5 MB
06. Demo- Installing Anaconda Python on Windows~.mp4	9.3 MB
07. Demo- Simple Expressions~.mp4	11.5 MB
08. Demo- Logical Operations~.mp4	8.9 MB
09. Demo- Variables~.mp4	10.4 MB
10. Demo- Basic Types and Type Conversions~.mp4	7.9 MB
11. Demo- Simple Strings and Multi-line Strings~.mp4	6.8 MB
12. Module Summary~.mp4	1.9 MB
/.../03. Leveraging Built-in Functions and Complex Data Types/
01. Module Overview~.mp4	2.1 MB
02. Demo- Introducing Built-in Functions~.mp4	12.0 MB
03. Demo- String Functions, Return Values, and Nested Function Invocations.mp4	11.4 MB
04. Demo- Introducing Lists~.mp4	9.4 MB
05. Demo- List Slicing Operations and List Functions.mp4	8.2 MB
06. Demo- Concatenating and Copying Lists~.mp4	4.7 MB
07. Demo- Introducing Tuples~.mp4	7.7 MB
08. Demo- Introducing Dictionaries~.mp4	10.7 MB
09. Module Summary~.mp4	2.1 MB
/.../04. Using Python for Complex Interconnected Calculations/
01. Module Overview~.mp4	2.2 MB
02. Transactional and Analytical Processing~.mp4	8.4 MB
03. Demo- If Statements for Conditional Branching.mp4	8.3 MB
04. Demo- If Else Statements~.mp4	12.6 MB
05. Demo- Using if with Lists and Dictionary Elements.mp4	5.5 MB
06. Demo- If-elif for Multiple Conditional Checks.mp4	6.7 MB
07. Demo- Iterating over List Elements Using a For Loop.mp4	8.5 MB
08. Demo- Using For Loops with the Range Function.mp4	5.5 MB
09. Demo- Iterating over Dictionary Elements Using a For Loop.mp4	4.1 MB
10. Demo- Conditional Looping Using While Loops.mp4	14.8 MB
11. Demo- Break~.mp4	7.9 MB
12. Demo- Continue and Pass~.mp4	7.6 MB
13. Module Summary~.mp4	2.0 MB
/.../05. Implementing Code Reuse Using Functions in Python/
01. Module Overview~.mp4	2.3 MB
02. Demo- Defining and Invoking Custom Functions~.mp4	13.4 MB
03. Demo- Passing Input Arguments to Functions~.mp4	5.7 MB
04. Demo- Returning Values from Functions~.mp4	10.2 MB
05. Demo- Reassignment of Variables within Functions.mp4	13.7 MB
06. Demo- Modification of Complex Types within Functions.mp4	7.1 MB
07. Demo- Invoking Functions with Keyword Arguments.mp4	11.1 MB
08. Demo- Assigning Default Values for Input Arguments.mp4	5.8 MB
09. Demo- First Class Functions~.mp4	12.7 MB
10. Module Summary~.mp4	2.1 MB
/.../06. Loading and Saving Data Using Python/
01. Module Overview~.mp4	2.0 MB
02. Demo- Working with the Math Module~.mp4	5.5 MB
03. Demo- Introducing NumPy~.mp4	8.3 MB
04. Demo- Introducing Pandas~.mp4	4.7 MB
05. Demo- Working with the Command Line Processes and Environment Variables.mp4	17.1 MB
06. Demo- Reading the Contents of a File~.mp4	9.2 MB
07. Demo- Overwriting and Appending Content to a File~.mp4	10.5 MB
08. Demo- Working with CSV and JSON Files~.mp4	8.8 MB
09. Module Summary~.mp4	2.6 MB
/.../Pluralsight - Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN]/
python-sqlalchemy-playbook-understanding-databases~.zip	9.2 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.6 MB
/.../02. Up and Running with SQLAlchemy/
01. Up and Running with SQLAlchemy.mp4	4.0 MB
02. Installing and Importing SQLAlchemy.mp4	6.1 MB
03. Loading Data Using SQLAlchemy.mp4	6.9 MB
04. Using Pandas and SQLAlchemy to Load, Work, and View Your Data.mp4	4.4 MB
05. Visualizing and Graphing Data with Matplotlib.mp4	5.7 MB
06. Takeaway~.mp4	1.5 MB
/.../03. Querying with SQLAlchemy/
01. Querying with SQLAlchemy~.mp4	1.7 MB
02. Picking a Database~.mp4	5.7 MB
03. Connecting to Databases- Connectors and the Connection String.mp4	6.2 MB
04. Querying with SQL~.mp4	2.3 MB
05. Object-relational Mapper (ORM) and Classical Mapping.mp4	5.9 MB
06. The Declarative API~.mp4	11.5 MB
07. More Querying and Database Functions.mp4	12.6 MB
08. Using Joins~.mp4	2.2 MB
09. Working with Hierarchical Tables~.mp4	3.5 MB
10. Takeaway~.mp4	2.0 MB
/.../04. Creating Your Database/
01. Creating Databases with SQLAlchemy~.mp4	1.5 MB
02. Creating Databases~.mp4	3.4 MB
03. Creating Tables~.mp4	5.2 MB
04. Primary Keys, Constraints, and Data Defaults.mp4	9.8 MB
05. Inserting Data- Single and Multiple Rows.mp4	6.4 MB
06. Loading a CSV into a Table~.mp4	2.9 MB
07. Takeaway~.mp4	1.4 MB
/.../05. Manipulating Your Database/
01. Manipulating Databases with SQLAlchemy.mp4	1.3 MB
02. Updating Data in a Database~.mp4	6.9 MB
03. Correlated Updates~.mp4	1.8 MB
04. Deleting Data from a Database~.mp4	3.6 MB
05. Deleting Tables~.mp4	2.1 MB
06. Takeaway~.mp4	1.5 MB
/.../06. Final Takeaway/
01. Final Takeaway~.mp4	3.0 MB
/.../Pluralsight - Web Scraping- Python Data Playbook [AhLaN]/
web-scraping-python-data-playbook~.zip	2.0 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.1 MB
/.../02. Setting Up BeautifulSoup/
01. General Strategies for Scraping Web Pages~.mp4	3.6 MB
02. Reviewing Our Target Auto-MPG Web Page~.mp4	12.2 MB
03. The Complicated Difference between Dynamic and Static Web Pages.mp4	6.3 MB
/.../03. Understanding Your Scraped Data/
01. A Primer on HTML and CSS~.mp4	5.1 MB
02. Understanding the HTML, CSS and Structure of Our Target Page.mp4	13.3 MB
03. Coming up with a Strategy for a More Complicated Web Page.mp4	8.5 MB
04. Using BeautifulSoup4 to Navigate Our Scraped Data~.mp4	16.3 MB
05. Extracting Information from a Scraped Division~.mp4	9.6 MB
06. Using Selectors as an Alternative to the Find Method~.mp4	6.4 MB
07. Advice and Strategy for Scraping~.mp4	2.1 MB
08. Building the Scraper Module Using PyCharm~.mp4	15.4 MB
09. Dealing with Missing Data during the Scrape~.mp4	9.8 MB
10. Refactoring Our Code and Caching Our Scraped Data~.mp4	10.3 MB
11. Adding a Test to Verify Our Regular Expression Processing.mp4	14.7 MB
/.../04. Making Scraped Data Usable/
01. Exporting Scraped Data to a CSV File~.mp4	8.2 MB
02. Getting a Data Overview with Pandas~.mp4	6.7 MB
03. Exploratory Data Analysis Strategy~.mp4	8.7 MB
04. Reviewing Our Hypothesis~.mp4	6.7 MB
05. Investigating Relationships between MPG and Weight~.mp4	7.8 MB
06. Understanding How Cylinders and Displacement Are Related~.mp4	3.8 MB
07. Looking at MPG over the Years~.mp4	3.9 MB
08. Understanding Brands and Territories with Text Processing~.mp4	4.2 MB
09. Telling a Data Story to Explain Our Discoveries~.mp4	6.5 MB
/Thumbnails/
Building Your First Python Analytics Solution [AhLaN]~.jpg	1.3 MB
Cleaning Data- Python Data Playbook [AhLaN]~.jpg	1.2 MB
Create and Share Analytics with Jupyter Notebooks [AhLaN]~.jpg	854.9 KB
Data Wrangling with Python [AhLaN]~.jpg	1.2 MB
Importing Data- Python Data Playbook [AhLaN]~.jpg	854.4 KB
Leveraging Online Resources for Python Analytics [AhLaN]~.jpg	481.0 KB
Programming Python Using an IDE [AhLaN]~.jpg	818.1 KB
Pygal- Python Data Playbook [AhLaN]~.jpg	840.3 KB
Python for Data Analysts [AhLaN]~.jpg	946.6 KB
Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN]~.jpg	1.2 MB
Web Scraping- Python Data Playbook [AhLaN]~.jpg	1.2 MB
/.../Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN]/
advanced-web-scraping-tactics-python-playbook~.zip	901.0 KB
/.../01. Course Overview/
01. Course Overview~.mp4	6.2 MB
/.../02. Introducing Advanced Web Scraping & Handling Form Submissions/
01. Course Introduction.mp4	3.0 MB
02. Software and Course Prerequisites.mp4	6.8 MB
03. What Is Advanced Web Scraping-.mp4	3.9 MB
04. Handling Form Submissions - GET Forms.mp4	7.8 MB
05. Handling Form Submissions - POST Forms.mp4	15.2 MB
/.../03. Submitting Cookies & Button Input Values to a URL/
01. Module Overview~.mp4	1.3 MB
02. Scraping Sites with Logins.mp4	5.9 MB
03. Demo- Scraping a Site with a Login.mp4	14.3 MB
04. Submitting Button Input Values.mp4	1.8 MB
05. Demo- Creating an Account on a Website with Python and Selenium.mp4	22.7 MB
/.../04. Uploading Files to a Webpage during Scraping/
01. Module Overview~.mp4	1.1 MB
02. When Will You Need to Upload Files during Scraping-.mp4	2.7 MB
03. Demo- Reverse Image Search and Information Scraping Using Selenium and Beautiful Soup.mp4	8.9 MB
04. Course Summary and Feedback~.mp4	2.9 MB
/.../Pluralsight - Crawling the Web with Python and Scrapy [AhLaN]/
crawling-web-python-scrapy~.zip	2.2 MB
/.../01. Course Overview/
01. Course Overview~.mp4	9.2 MB
/.../02. Extracting Data from the Web – Core Concepts/
01. Introduction, Overview, and Prerequisites.mp4	2.9 MB
02. Concepts~.mp4	4.2 MB
03. Legal or Illegal~.mp4	3.8 MB
04. Legal Consequences~.mp4	5.1 MB
05. General Advice~.mp4	4.7 MB
06. Why Scrapy~.mp4	5.7 MB
07. Demo- Extracting Data without Scrapy.mp4	22.5 MB
08. Summary~.mp4	1.8 MB
/.../03. Scaffolding and Running Your First Scrapy Web Crawler Project/
01. Introduction and Overview.mp4	1.5 MB
02. Introduction to Scrapy.mp4	4.6 MB
03. Scrapy Architecture.mp4	3.5 MB
04. Beautiful Soup~.mp4	3.8 MB
05. Demo- Creating and Scaffolding a New Scrapy Project.mp4	11.4 MB
06. Summary~.mp4	1.8 MB
/.../04. Achieving Common Spider Behaviors Using Built-in Classes/
01. Introduction and Overview.mp4	1.6 MB
02. Spiders Overview~.mp4	2.2 MB
03. Types of Scrapy Spiders~.mp4	2.7 MB
04. scrapy.Spider~.mp4	2.7 MB
05. CrawlSpider~.mp4	3.7 MB
06. XMLFeedSpider~.mp4	2.5 MB
07. CSVFeedSpider~.mp4	2.2 MB
08. SitemapSpider~.mp4	2.9 MB
09. Demo- Implementing a scrapy.Spider.mp4	35.6 MB
10. Demo- Implementing a CrawlSpider.mp4	25.6 MB
11. Summary~.mp4	1.2 MB
/.../05. Influencing Scrapy Crawling/
01. Introduction and Overview~.mp4	1.4 MB
02. Allow and Deny Rules~.mp4	963.8 KB
03. Processors~.mp4	5.2 MB
04. Item Loaders~.mp4	2.1 MB
05. Item Pipelines~.mp4	3.2 MB
06. Demo- Implementing a Scraping Pipeline~.mp4	29.3 MB
07. Summary~.mp4	1.2 MB
/.../06. Scrapy Outcome and Data Export/
01. Introduction and Overview~.mp4	1.2 MB
02. Feed Exporter~.mp4	2.2 MB
03. Demo- Using an Exporter to Save Data~.mp4	15.7 MB
04. Summary~.mp4	2.2 MB
/.../Pluralsight - Exploring Web Scraping with Python [AhLaN]/
exploring-web-scraping-python~.zip	32.7 MB
/.../01. Course Overview/
01. Exploring Web Scraping with Python~.mp4	3.9 MB
/.../02. Why Scrape the Web-/
01. How Web Scraping Is Useful~.mp4	6.4 MB
02. Web Scraping Examples~.mp4	2.6 MB
03. Scraping for a Car~.mp4	6.5 MB
/.../03. The Web Scraping Process/
01. Human Browsing Versus Web Scraping~.mp4	3.6 MB
02. HTTP Overview~.mp4	4.4 MB
03. URL Hacking~.mp4	10.0 MB
/.../04. CSS Selectors and XPath/
01. HTML & CSS Selectors~.mp4	12.0 MB
02. XPath~.mp4	4.5 MB
03. Chrome Developer Tools~.mp4	40.4 MB
/.../05. Is Web Scraping Legal- Is it Ethical-/
01. Is Web Scraping Legal- Is it Ethical-~.mp4	13.8 MB
02. Web Scraping Legal Risks~.mp4	9.4 MB
03. hiQ Labs Legal Case~.mp4	4.8 MB
/.../06. Web Scraping Basics with Python/
01. Python Scraping Environment~.mp4	7.2 MB
02. Download a Page to Scrape~.mp4	9.7 MB
03. Extract Data to Pandas~.mp4	19.0 MB
/.../07. Building a Web Spider with Scrapy/
01. Scrapy Framework~.mp4	8.3 MB
02. Scrapy Shell~.mp4	4.0 MB
03. Truecar Spider~.mp4	15.2 MB
/.../08. Advanced Web Scraping with Selenium and Requests-html/
01. JavaScript Scraping Problem~.mp4	12.1 MB
02. Requests-HTML~.mp4	6.9 MB
03. Selenium~.mp4	8.6 MB
/.../09. Course Summary/
01. Web Scraping Wrap Up~.mp4	8.4 MB
/.../Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN]/
extracting-data-html-beautifulsoup~.zip	2.1 MB
/.../01. Course Overview/
01. Course Overview~.mp4	3.3 MB
/.../02. Getting Started with BeautifulSoup/
01. Module Overview~.mp4	1.8 MB
02. Prerequisites and Course Outline~.mp4	1.9 MB
03. Introducing Web Scraping~.mp4	3.5 MB
04. Regular Expressions and Beautiful Soup~.mp4	11.3 MB
05. Making GET Requests Using Httplib2, Urllib and Requests.mp4	20.1 MB
06. Introducing Regular Expressions~.mp4	8.7 MB
07. Performing Simple Pattern Matches Using Regular Expressions.mp4	8.9 MB
08. Parsing Web Pages Using Regular Expressions.mp4	16.2 MB
09. Introducing Beautiful Soup~.mp4	20.2 MB
10. Module Summary~.mp4	1.7 MB
/.../03. Navigating the Parse Tree/
01. Module Overview~.mp4	1.8 MB
02. Parsing Web Pages with Beautiful Soup~.mp4	16.3 MB
03. Tags, Attributes, NavigableStrings, Comments~.mp4	8.6 MB
04. Navigating Using Tags and Contents~.mp4	10.0 MB
05. Navigating Children, Descendants, and Parents~.mp4	16.8 MB
06. Navigating Sideways Using Next and Previous Sibling.mp4	7.3 MB
07. Navigating Sideways Using Next Element and Previous Element.mp4	6.0 MB
08. Filter by Tags and Attributes Using Regular Expressions and Custom Functions.mp4	16.0 MB
09. Extracting Absolute and Relative Links from HTML~.mp4	15.9 MB
10. Module Summary~.mp4	1.8 MB
/.../04. Searching for Elements in the Parse Tree/
01. Module Overview~.mp4	2.1 MB
02. XML and XPath~.mp4	5.8 MB
03. Performing Advanced Search on the Parse Tree.mp4	14.0 MB
04. Searching Using Variations of Find and Find All.mp4	9.2 MB
05. CSS Selectors Using Soup Sieve~.mp4	17.3 MB
06. Using XPath to Navigate an XML Tree.mp4	11.3 MB
07. Module Summary~.mp4	2.2 MB
/.../05. Leveraging Advanced Features of BeautifulSoup/
01. Module Overview~.mp4	1.8 MB
02. Modifying the HTML Parse Tree~.mp4	11.7 MB
03. Exploring Beautiful Soup Functions to Modify the Parse Tree.mp4	11.2 MB
04. Miscellaneous Operations Using Beautiful Soup.mp4	11.4 MB
05. Working with Different Parsers.mp4	6.8 MB
06. Using the Soup Strainer to Parse Parts of a Document.mp4	5.7 MB
07. Encodings in Beautiful Soup~.mp4	4.8 MB
08. Summary and Further Study~.mp4	2.5 MB
/.../Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN]/
scraping-dynamic-web-pages-python-selenium~.zip	18.1 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.2 MB
/.../02. Exploring Selenium with Python/
01. Module Introduction~.mp4	4.0 MB
02. Overview of Scraping Dynamic Webpages~.mp4	2.8 MB
03. What Is Selenium and Where Is It Used-.mp4	4.6 MB
04. Selenium WebDriver~.mp4	5.9 MB
05. Demo- Installing Libraries~.mp4	7.6 MB
06. Demo- Opening a Webpage with WebDriver.mp4	7.1 MB
07. Summary~.mp4	1.2 MB
/.../03. Locating Elements & Navigating Dynamic Web Pages/
01. Module Introduction~.mp4	1.4 MB
02. Introduction to Elements.mp4	1.6 MB
03. Methods to Locate Elements.mp4	8.9 MB
04. Demo- Locating Elements in a Webpage - Part 1.mp4	7.9 MB
05. Demo- Locating Elements in a Webpage - Part 2.mp4	13.5 MB
06. Demo- Navigating a Webpage with Selenium.mp4	13.9 MB
07. Summary~.mp4	934.8 KB
/.../04. Loading Selenium Page Source into BeautifulSoup/
01. Module Introduction~.mp4	1.1 MB
02. Introduction to Beautiful Soup.mp4	3.7 MB
03. Transitioning from Selenium to Beautiful Soup.mp4	1.6 MB
04. Demo- Combining Tools to Scrape a Dynamic Webpage - Introduction.mp4	6.2 MB
05. Demo- Combining Tools to Scrape a Dynamic Webpage - Practical Implementation.mp4	17.3 MB
06. Summary~.mp4	870.1 KB
/.../05. Overcoming Challenges and Increasing Efficiency/
01. Module Introduction~.mp4	983.6 KB
02. Challenges in Web Scraping.mp4	6.5 MB
03. Tips to Increase Efficiency & Best Practices.mp4	7.1 MB
04. Summary~.mp4	1.8 MB
/.../Pluralsight - Scraping Your First Web Page with Python [AhLaN]/
scraping-first-web-page-python~.zip	2.7 MB
/.../01. Course Overview/
01. Course Overview~.mp4	4.2 MB
/.../02. Getting Started with Web Scraping/
01. Module Overview~.mp4	1.8 MB
02. Prerequisites and Course Outline~.mp4	1.9 MB
03. HTTP Requests and Responses~.mp4	9.5 MB
04. Web Scraping~.mp4	3.5 MB
05. HTTP Client Libraries~.mp4	6.0 MB
06. Making GET Requests Using httplib2~.mp4	17.1 MB
07. Making OPTIONS, POST, PUT Requests with httplib2.mp4	8.2 MB
08. Handling Redirects with httplib2~.mp4	7.5 MB
09. Making HTTP Requests and Parsing URLs Using urllib.mp4	15.3 MB
10. GET and POST Requests Using the Requests Library.mp4	11.9 MB
11. Handling Redirects with the Requests Library~.mp4	7.0 MB
12. Module Summary~.mp4	1.9 MB
/.../03. Working with the Parse Tree in BeautifulSoup/
01. Module Overview~.mp4	2.0 MB
02. The HTML Parse Tree~.mp4	5.0 MB
03. Beautiful Soup for HTML Parsing~.mp4	2.9 MB
04. Introducing Beautiful Soup~.mp4	12.2 MB
05. Extracting Specific Page Elements~.mp4	17.3 MB
06. Filtering Elements Using Find and Find All.mp4	14.6 MB
07. Searching and Filtering Using Custom Functions.mp4	5.8 MB
08. Extracting Links from a Page~.mp4	21.2 MB
09. Using a Soup Strainer to Parse a Subset of a Document.mp4	9.4 MB
10. Module Summary~.mp4	1.9 MB
/.../04. Selecting Elements Using the Scrapy Shell/
01. Module Overview~.mp4	1.6 MB
02. Parsing Web Content~.mp4	3.9 MB
03. Introducing Scrapy~.mp4	7.0 MB
04. Getting Started with Scrapy~.mp4	17.3 MB
05. Introducing the Scrapy Shell~.mp4	11.0 MB
06. Selecting Elements Using CSS Selectors.mp4	29.1 MB
07. Advanced Selections Using CSS Selectors.mp4	18.0 MB
08. Selecting Elements Using XPath Selectors.mp4	28.1 MB
09. Module Summary~.mp4	1.7 MB
/.../05. Scraping Web Sites Using Scrapy Spiders/
01. Module Overview~.mp4	1.7 MB
02. How Scrapy Works~.mp4	5.7 MB
03. Creating Your First Custom Spider~.mp4	20.2 MB
04. Writing Scraped Contents to a File~.mp4	6.7 MB
05. Exploring Items Using the Scrapy Shell~.mp4	7.6 MB
06. Using Items to Store Extracted Content~.mp4	13.4 MB
07. Using Item Loaders and Input and Output Processors for Scraped Data.mp4	21.2 MB
08. Using Pipelines to Transform Scraped Data.mp4	14.3 MB
09. Module Summary~.mp4	2.2 MB
/Thumbnails/
Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN]~.jpg	1.0 MB
Pluralsight - Crawling the Web with Python and Scrapy [AhLaN]~.jpg	939.6 KB
Pluralsight - Exploring Web Scraping with Python [AhLaN]~.jpg	1.1 MB
Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN]~.jpg	745.7 KB
Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN]~.jpg	772.7 KB
Pluralsight - Scraping Your First Web Page with Python [AhLaN]~.jpg	1.0 MB
/Thumbnails/
Building Your First Python Analytics Solution [AhLaN].jpg	1.3 MB
Cleaning Data- Python Data Playbook [AhLaN].jpg	1.2 MB
Create and Share Analytics with Jupyter Notebooks [AhLaN].jpg	854.9 KB
Data Wrangling with Python [AhLaN].jpg	1.2 MB
Finding Relationships in Data with Python [AhLaN].jpg	908.5 KB
Importing Data- Python Data Playbook [AhLaN].jpg	854.4 KB
Interpreting Data Using Descriptive Statistics with Python [AhLaN].jpg	708.3 KB
Interpreting Data Using Statistical Models with Python [AhLaN].jpg	923.7 KB
Leveraging Online Resources for Python Analytics [AhLaN].jpg	481.0 KB
Pluralsight - Advanced Generators and Coroutines [AhLaN].jpg	876.2 KB
Pluralsight - Advanced Python [AhLaN].jpg	194.1 KB
Pluralsight - Advanced Web Scraping Tactics- Python Playbook [AhLaN].jpg	1.0 MB
Pluralsight - Core Python- Classes and Object-orientation [AhLaN].jpg	793.0 KB
Pluralsight - Core Python- Functions and Functional Programming [AhLaN].jpg	826.6 KB
Pluralsight - Core Python- Getting Started [AhLaN].jpg	801.5 KB
Pluralsight - Core Python- Hashing and More Collections [AhLaN].jpg	792.8 KB
Pluralsight - Core Python- Implementing Iterators, Iterables and Collections [AhLaN].jpg	743.6 KB
Pluralsight - Core Python- Introspection [AhLaN].jpg	937.3 KB
Pluralsight - Core Python- Numeric Types, Dates, and Times [AhLaN].jpg	723.0 KB
Pluralsight - Core Python- Organizing Larger Programs [AhLaN].jpg	1.2 MB
Pluralsight - Core Python- Robust Resource and Error Handling [AhLaN].jpg	844.1 KB
Pluralsight - Core Python- The Numeric Tower, Conversion, and Operators [AhLaN].jpg	958.9 KB
Pluralsight - Crawling the Web with Python and Scrapy [AhLaN].jpg	939.6 KB
Pluralsight - Exploring Web Scraping with Python [AhLaN].jpg	1.1 MB
Pluralsight - Extracting Data from HTML with BeautifulSoup [AhLaN].jpg	745.7 KB
Pluralsight - Full Stack Web Development with Python (WEB2PY) [AhLaN].jpg	194.1 KB
Pluralsight - Managing Python Packages and Virtual Environments [AhLaN].jpg	854.4 KB
Pluralsight - Python Best Practices for Code Quality [AhLaN].jpg	1.0 MB
Pluralsight - Python – Beyond the Basics [AhLaN].jpg	82.5 KB
Pluralsight - Python- The Big Picture [AhLaN].jpg	194.1 KB
Pluralsight - Scraping Dynamic Web Pages with Python and Selenium [AhLaN].jpg	772.7 KB
Pluralsight - Scraping Your First Web Page with Python [AhLaN].jpg	1.0 MB
Pluralsight - Unit Testing with Python [AhLaN].jpg	890.0 KB
Programming Python Using an IDE [AhLaN].jpg	818.1 KB
Pygal- Python Data Playbook [AhLaN].jpg	840.3 KB
Python for Data Analysts [AhLaN].jpg	946.6 KB
Understanding Databases with SQLAlchemy- Python Data Playbook [AhLaN].jpg	1.2 MB
Web Scraping- Python Data Playbook [AhLaN].jpg	1.2 MB
Total files 1495