CourseWikia com Python for Data Science Python Programming and Data Analysis 2024

CourseWikia com Python for Data Science Python Programming and Data Analysis 2024

Name	[ CourseWikia.com ] Python for Data Science - Python Programming and Data Analysis (2024)	DOWNLOAD Copy Link
Total Size	2.3 GB
Total Files	86
Last Seen	2025-01-05 00:47
Hash	151EFBEA7BCC6E2A6879AC73C8CF06EA492F577B

/
Get Bonus Downloads Here.url	0.2 KB
/1. Introduction/
1. Introduction.mp4	21.0 MB
2. Course resources.html	0.1 KB
/1. Introduction/Python training/
Housing.csv	30.0 KB
Housing.xlsx	38.4 KB
Housing_with_null.csv	29.8 KB
MatplotLib.ipynb	1.0 MB
Numpy.ipynb	54.4 KB
Pandas.ipynb	239.4 KB
Python_Tutorial.ipynb	143.2 KB
Seaborn.ipynb	2.1 MB
example.txt	0.0 KB
/1. Introduction/Python training/ipynb_checkpoints/
Autoviz-checkpoint.ipynb	0.1 KB
MatplotLib-checkpoint.ipynb	0.1 KB
Numpy-checkpoint.ipynb	0.1 KB
Pandas-checkpoint.ipynb	0.1 KB
Python_Tutorial-checkpoint.ipynb	122.9 KB
Seaborn-checkpoint.ipynb	0.1 KB
example-checkpoint.txt	0.0 KB
gemini-checkpoint.ipynb	0.1 KB
/.../10. Matplotlib Library/
1. Introduction to Matplotlib Library.mp4	41.4 MB
2. Data Visualization with Matplotlib Plotting Essentials and Customization.mp4	122.2 MB
3. Visualizing Average Session Length per Day with a Line Chart.html	0.1 KB
4. Exploring Subplots, Scatter Plots, and Customization.mp4	82.0 MB
5. Creating a Scatter Plot of Random Data Points.html	0.1 KB
6. Crafting Bar Plots, Histograms, Pie Charts with Customization Using Matplotlib.mp4	90.0 MB
7. Practice Assignment Visualizing Olympic Medals Data with Matplotlib.html	0.1 KB
/.../11. Seaborn Library/
1. Introduction to Seaborn Library.mp4	75.0 MB
2. Exploring Seaborn Univariate and Bivariate Analysis for Data Visualization.mp4	52.9 MB
3. Advanced Data Visualization with Seaborn Pairplot and Barplot Customization.mp4	92.9 MB
4. Advanced Visualizations with Countplot and Heatmap Using Seaborn.mp4	67.1 MB
5. Practice Assignment Data Visualization with Seaborn and the Iris Dataset.html	0.1 KB
/12. Conclusion/
1. About your certificate.html	0.9 KB
2. Bonus lecture.html	6.4 KB
/.../2. Getting Started with Python/
1. Introduction to Python.mp4	38.9 MB
10. Practice Assignment.html	0.1 KB
2. First code to Python Programming.html	0.1 KB
3. Variables in Python Declaration and Use.mp4	70.7 MB
4. Basic Arithmetic Operations in Python.html	0.1 KB
5. Data types in Python.mp4	40.8 MB
6. Python String.mp4	50.5 MB
7. Quiz.html	0.1 KB
8. String methods.mp4	86.5 MB
9. Calculating Body Mass Index (BMI) in Python.html	0.1 KB
/.../3. Data Structures in Python/
1. List in Python.mp4	78.6 MB
2. Working with Lists in Python.html	0.1 KB
3. Tuples in Python.mp4	43.6 MB
4. Dictionaries in Python.mp4	38.6 MB
5. Working with Dictionaries in Python.html	0.1 KB
6. Sets in Python.mp4	31.3 MB
7. Practice Assignment.html	0.1 KB
/.../4. Conditional Statements in Python/
1. Python Conditional Expressions.mp4	33.3 MB
2. Conditional Statements in Python.html	0.1 KB
3. Exploring Operators and Conditional Expressions in Python.mp4	83.6 MB
4. Practice Assignment.html	0.1 KB
/.../5. Loops in Python/
1. For loops in Python.mp4	80.6 MB
2. Generating Square Numbers in Python.html	0.1 KB
3. While loops in Python.mp4	54.1 MB
4. Practice Assignment.html	0.1 KB
/6. Python Functions/
1. Function in Python.mp4	74.1 MB
2. Checking Even Numbers Using Functions in Python.html	0.1 KB
3. Recursion in Python.mp4	55.2 MB
4. Lambda function.mp4	51.9 MB
5. Lambda Functions for Exponentiation.html	0.1 KB
6. Practice Assignment.html	0.1 KB
/.../7. File handling in Python/
1. File IO in Python.mp4	72.7 MB
2. Writing to a File in Python.html	0.1 KB
3. Quiz.html	0.1 KB
/8. NumPy Library/
1. Introduction to NumPy arrays.mp4	63.8 MB
2. Accessing the elements of NumPy arrays.mp4	35.2 MB
3. Creating and Accessing Elements in NumPy Arrays.html	0.1 KB
4. Leveraging Data Types, Shapes, and Array Stacking in NumPy.mp4	55.6 MB
5. Exploring Diverse Approaches to Creating NumPy Arrays.mp4	44.7 MB
6. Creating NumPy Arrays with Evenly Spaced Numbers.html	0.1 KB
7. Mathematical operations on arrays.mp4	48.3 MB
8. Array Operations and Median Calculation in Python.html	0.1 KB
9. Practice Assignment.html	0.1 KB
/9. Pandas Library/
1. Introduction to Pandas Library.mp4	42.8 MB
2. Creating DataFrame from Dictionary in Pandas.html	0.1 KB
3. Exploring Series and DataFrame in Python.mp4	49.6 MB
4. Essential Data Analysis Methods in Python.mp4	117.1 MB
5. Importing Data from CSV File using Pandas.html	0.1 KB
6. Missing Data Handling in Python.mp4	114.5 MB
7. Manipulating DataFrame in Python.mp4	116.0 MB
8. Practice Assignment Analyzing and Visualizing the Titanic Dataset with Pandas.html	0.1 KB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 86