GLODLS UDEMY Tutorials Learning Python for Data Analysis and Visualization

GLODLS UDEMY Tutorials Learning Python for Data Analysis and Visualization

Name	[GLODLS] UDEMY Tutorials - Learning Python for Data Analysis and Visualization	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.5 GB
Total Files	106
Hash	EBAA6AE39C7024C80CD9A9DE999094C228423CD6

/Section 1 Intro to Course and Python/
001 Course Intro.mp4	12.0 MB
002 Resources for Learning Python.mp4	3.9 MB
/Section 10 Machine Learning/
009 Logistic Regression Part 4.mp4	102.7 MB
013 Support Vector Machines - Part 2.mp4	90.0 MB
005 Linear Regression Part 4.mp4	82.5 MB
011 Multi Class Classification Part 2 - k Nearest Neighbor.mp4	77.1 MB
006 Logistic Regression Part 1.mp4	75.3 MB
004 Linear Regression Part 3.mp4	72.2 MB
010 Multi Class Classification Part 1 - Logistic Regression.mp4	71.1 MB
015 Naive Bayes Part 2.mp4	68.7 MB
012 Support Vector Machines Part 1.mp4	68.1 MB
002 Linear Regression Part 1.mp4	61.5 MB
003 Linear Regression Part 2.mp4	55.1 MB
007 Logistic Regression Part 2.mp4	54.3 MB
001 Introduction to Machine Learning with SciKit Learn.mp4	48.4 MB
008 Logistic Regression Part 3.mp4	41.6 MB
014 Naive Bayes Part 1.mp4	37.4 MB
/Section 11 Appendix A Python Overview/
002 Python Overview Part 1.mp4	36.1 MB
001 Intro to Resources for Learning Python.mp4	28.3 MB
003 Python Overview Part 2.mp4	23.0 MB
004 Python Overview Part 3.mp4	20.9 MB
/Section 12 Appendix B Statistics Overview/
009 Hypothesis Testing and Confidence Intervals.mp4	82.7 MB
004 Binomial Distribution.mp4	43.8 MB
005 Poisson Distribution.mp4	42.2 MB
011 Bayes Theorem.mp4	38.5 MB
003 Continuous Uniform Distribution.mp4	26.4 MB
007 Sampling Techniques.mp4	23.1 MB
002 Discrete Uniform Distribution.mp4	22.9 MB
006 Normal Distribution.mp4	20.4 MB
008 T-Distribution.mp4	17.1 MB
010 Chi Square Test and Distribution.mp4	16.5 MB
001 Intro to Appendix B.mp4	7.6 MB
/Section 13 Appendix C SQL and Python/
001 Introduction to SQL with Python.mp4	45.9 MB
002 SQL - SELECT,DISTINCT,WHERE,AND OR.mp4	33.9 MB
003 SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4	29.5 MB
/Section 14 Appendix D Web Scraping with Python/
002 Web Scraping Part 2.mp4	46.0 MB
001 Web Scraping Part 1.mp4	39.1 MB
/Section 2 Setup/
001 Installation Setup and Overview.mp4	65.0 MB
002 iPython Notebook Overview.mp4	9.3 MB
003 Course Environment Overview.mp4	8.7 MB
/Section 3 Learning Numpy/
006 Array Processing.mp4	43.0 MB
003 Indexing Arrays.mp4	27.4 MB
005 Universal Array Function.mp4	15.7 MB
007 Array Input and Output.mp4	14.7 MB
001 Creating arrays.mp4	13.7 MB
002 Using arrays and scalars.mp4	8.3 MB
004 Array Transposition.mp4	7.9 MB
/Section 4 Intro to Pandas/
002 DataFrames.mp4	55.4 MB
009 Summary Statistics.mp4	48.3 MB
004 Reindex.mp4	33.8 MB
001 Series.mp4	25.9 MB
011 Index Hierarchy.mp4	25.2 MB
010 Missing Data.mp4	19.8 MB
006 Selecting Entries.mp4	19.0 MB
007 Data Alignment.mp4	18.6 MB
008 Rank and Sort.mp4	9.9 MB
005 Drop Entry.mp4	9.7 MB
003 Index objects.mp4	9.7 MB
/Section 5 Working with Data Part 1/
001 Reading and Writing Text Files.mp4	26.0 MB
003 HTML with Python.mp4	14.1 MB
002 JSON with Python.mp4	9.4 MB
004 Microsoft Excel files with Python.mp4	8.0 MB
/Section 6 Working with Data Part 2/
001 Merge.mp4	38.1 MB
002 Merge on Index.mp4	26.4 MB
003 Concatenate.mp4	22.2 MB
004 Combining DataFrames.mp4	20.8 MB
006 Pivoting.mp4	18.8 MB
012 Outliers.mp4	17.0 MB
005 Reshaping.mp4	15.1 MB
011 Binning.mp4	13.7 MB
007 Duplicates in DataFrames.mp4	11.6 MB
010 Rename Index.mp4	10.6 MB
013 Permutation.mp4	9.2 MB
008 Mapping.mp4	8.2 MB
009 Replace.mp4	5.4 MB
/Section 7 Working with Data Part 3/
003 Aggregation.mp4	45.9 MB
001 GroupBy on DataFrames.mp4	38.1 MB
002 GroupBy on Dict and Series.mp4	24.4 MB
004 Splitting Applying and Combining.mp4	23.2 MB
005 Cross Tabulation.mp4	9.3 MB
/Section 8 Data Visualization/
003 Kernel Density Estimate Plots.mp4	64.9 MB
007 Heatmaps and Clustered Matrices.mp4	40.9 MB
006 Regression Plots.mp4	36.5 MB
002 Histograms.mp4	21.2 MB
005 Box and Violin Plots.mp4	19.2 MB
004 Combining Plot Styles.mp4	12.2 MB
001 Installing Seaborn.mp4	7.6 MB
/Section 9 Example Projects/
012 Data Project - Stock Market Analysis Part 5.mp4	98.5 MB
017 Data Project - Election Analysis Part 4.mp4	68.9 MB
009 Data Project - Stock Market Analysis Part 2.mp4	59.6 MB
015 Data Project - Election Analysis Part 2.mp4	59.1 MB
014 Data Project - Election Analysis Part 1.mp4	46.7 MB
003 Titanic Project - Part 1.mp4	45.4 MB
010 Data Project - Stock Market Analysis Part 3.mp4	42.0 MB
016 Data Project - Election Analysis Part 3.mp4	41.0 MB
004 Titanic Project - Part 2.mp4	40.8 MB
005 Titanic Project - Part 3.mp4	36.8 MB
007 Intro to Data Project - Stock Market Analysis.mp4	34.4 MB
008 Data Project - Stock Market Analysis Part 1.mp4	34.0 MB
011 Data Project - Stock Market Analysis Part 4.mp4	27.1 MB
001 Data Projects Preview.mp4	27.0 MB
002 Intro to Data Projects.mp4	19.6 MB
013 Data Project - Intro to Election Analysis.mp4	15.6 MB
006 Titanic Project - Part 4.mp4	5.6 MB
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Total files 106