FreeCourseLab com Udemy Learning Python for Data Analysis and Visualization

FreeCourseLab com Udemy Learning Python for Data Analysis and Visualization

Name	[FreeCourseLab.com] Udemy - Learning Python for Data Analysis and Visualization	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	2.1 GB
Total Files	226
Last Seen	2025-07-07 23:45
Hash	CBFD1B486D602138699407B715EE096959FA4F24

/1. Intro to Course and Python/
1. Course Intro.mp4	6.2 MB
1. Course Intro.vtt	5.4 KB
2. Course FAQs.html	7.1 KB
/10. Machine Learning/
1. Introduction to Machine Learning with SciKit Learn.mp4	18.8 MB
1. Introduction to Machine Learning with SciKit Learn.vtt	18.3 KB
10. Multi Class Classification Part 1 - Logistic Regression.mp4	28.1 MB
10. Multi Class Classification Part 1 - Logistic Regression.vtt	21.3 KB
11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4	32.1 MB
11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt	26.1 KB
12. Support Vector Machines Part 1.mp4	24.7 MB
12. Support Vector Machines Part 1.vtt	17.1 KB
13. Support Vector Machines - Part 2.mp4	37.7 MB
13. Support Vector Machines - Part 2.vtt	31.8 KB
14. Naive Bayes Part 1.mp4	14.7 MB
14. Naive Bayes Part 1.vtt	13.2 KB
15. Naive Bayes Part 2.mp4	24.4 MB
15. Naive Bayes Part 2.vtt	15.3 KB
16. Decision Trees and Random Forests.mp4	160.4 MB
16. Decision Trees and Random Forests.vtt	38.4 KB
17. Natural Language Processing Part 1.mp4	46.0 MB
17. Natural Language Processing Part 1.vtt	9.9 KB
18. Natural Language Processing Part 2.mp4	62.6 MB
18. Natural Language Processing Part 2.vtt	19.0 KB
19. Natural Language Processing Part 3.mp4	97.1 MB
19. Natural Language Processing Part 3.vtt	25.6 KB
2. Linear Regression Part 1.mp4	25.3 MB
2. Linear Regression Part 1.vtt	11.4 MB
20. Natural Language Processing Part 4.mp4	70.4 MB
20. Natural Language Processing Part 4.vtt	19.0 KB
3. Linear Regression Part 2.mp4	23.6 MB
3. Linear Regression Part 2.vtt	23.6 MB
4. Linear Regression Part 3.mp4	28.5 MB
4. Linear Regression Part 3.vtt	23.9 KB
5. Linear Regression Part 4.mp4	32.4 MB
5. Linear Regression Part 4.vtt	30.2 KB
6. Logistic Regression Part 1.mp4	26.2 MB
6. Logistic Regression Part 1.vtt	18.7 KB
7. Logistic Regression Part 2.mp4	21.8 MB
7. Logistic Regression Part 2.vtt	17.2 KB
8. Logistic Regression Part 3.mp4	17.3 MB
8. Logistic Regression Part 3.vtt	13.4 KB
9. Logistic Regression Part 4.mp4	37.0 MB
9. Logistic Regression Part 4.vtt	25.1 KB
/11. Appendix Statistics Overview/
1. Intro to Appendix B.mp4	3.1 MB
1. Intro to Appendix B.vtt	4.3 KB
1.1 Viewer Link For Stats Notes.txt	0.1 KB
10. Chi Square Test and Distribution.mp4	5.9 MB
10. Chi Square Test and Distribution.vtt	4.0 KB
11. Bayes Theorem.mp4	15.2 MB
11. Bayes Theorem.vtt	13.0 KB
2. Discrete Uniform Distribution.mp4	9.1 MB
2. Discrete Uniform Distribution.vtt	9.5 KB
3. Continuous Uniform Distribution.mp4	10.4 MB
3. Continuous Uniform Distribution.vtt	10.0 KB
4. Binomial Distribution.mp4	17.8 MB
4. Binomial Distribution.vtt	18.0 KB
5. Poisson Distribution.mp4	16.8 MB
5. Poisson Distribution.vtt	15.9 KB
6. Normal Distribution.mp4	8.7 MB
6. Normal Distribution.vtt	8.9 KB
7. Sampling Techniques.mp4	8.5 MB
7. Sampling Techniques.vtt	7.3 KB
8. T-Distribution.mp4	7.0 MB
8. T-Distribution.vtt	7.3 KB
9. Hypothesis Testing and Confidence Intervals.mp4	32.2 MB
9. Hypothesis Testing and Confidence Intervals.vtt	25.8 KB
/12. Appendix SQL and Python/
1. Introduction to SQL with Python.mp4	17.2 MB
1. Introduction to SQL with Python.vtt	15.3 KB
2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4	14.1 MB
2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt	14.1 KB
3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4	12.3 MB
3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.vtt	12.1 KB
/13. Appendix Web Scraping with Python/
1. Web Scraping Part 1.mp4	15.2 MB
1. Web Scraping Part 1.vtt	16.6 KB
2. Web Scraping Part 2.mp4	18.2 MB
2. Web Scraping Part 2.vtt	14.9 KB
/14. Appendix Python Special Offers/
1. Python Overview Part 1.mp4	18.2 MB
1. Python Overview Part 1.vtt	21.3 KB
2. Python Overview Part 2.mp4	11.6 MB
2. Python Overview Part 2.vtt	15.0 KB
3. Python Overview Part 3.mp4	10.3 MB
3. Python Overview Part 3.vtt	13.2 KB
/15. BONUS SPECIAL DISCOUNT COUPONS/
1. Bonus Lecture Coupons.html	6.1 KB
/2. Setup/
1. Installation Setup and Overview.mp4	25.5 MB
1. Installation Setup and Overview.vtt	9.1 KB
1.1 Link for FAQ.html	0.1 KB
1.2 Link to Code Notebooks for Course!.html	0.1 KB
2. IDEs and Course Resources.mp4	31.8 MB
2. IDEs and Course Resources.vtt	14.1 KB
2.1 Link to Code Notebooks for Course!.html	0.1 KB
3. iPythonJupyter Notebook Overview.mp4	41.4 MB
3. iPythonJupyter Notebook Overview.vtt	19.9 KB
3.1 Lecture 4 Info.txt	0.2 KB
3.2 Link to Code Notebooks for Course!.html	0.1 KB
/3. Learning Numpy/
1. Intro to numpy.html	0.9 KB
2. Creating arrays.mp4	7.0 MB
2. Creating arrays.vtt	9.0 KB
3. Using arrays and scalars.mp4	4.3 MB
3. Using arrays and scalars.vtt	6.1 KB
4. Indexing Arrays.mp4	13.9 MB
4. Indexing Arrays.vtt	17.4 KB
5. Array Transposition.mp4	3.9 MB
5. Array Transposition.vtt	4.6 KB
6. Universal Array Function.mp4	6.7 MB
6. Universal Array Function.vtt	7.2 KB
7. Array Processing.mp4	21.5 MB
7. Array Processing.vtt	22.5 KB
8. Array Input and Output.mp4	7.4 MB
8. Array Input and Output.vtt	8.9 KB
/4. Intro to Pandas/
1. Series.mp4	13.2 MB
1. Series.vtt	15.3 KB
10. Missing Data.mp4	10.4 MB
10. Missing Data.vtt	13.3 KB
11. Index Hierarchy.mp4	12.8 MB
11. Index Hierarchy.vtt	16.3 KB
2. DataFrames.mp4	22.9 MB
2. DataFrames.vtt	19.3 KB
3. Index objects.mp4	4.8 MB
3. Index objects.vtt	5.4 KB
4. Reindex.mp4	16.6 MB
4. Reindex.vtt	16.6 MB
5. Drop Entry.mp4	5.3 MB
5. Drop Entry.vtt	6.3 KB
6. Selecting Entries.mp4	10.0 MB
6. Selecting Entries.vtt	10.8 KB
7. Data Alignment.mp4	10.0 MB
7. Data Alignment.vtt	11.3 KB
8. Rank and Sort.mp4	5.1 MB
8. Rank and Sort.vtt	6.9 KB
9. Summary Statistics.mp4	23.0 MB
9. Summary Statistics.vtt	27.3 KB
/5. Working with Data Part 1/
1. Reading and Writing Text Files.mp4	10.9 MB
1. Reading and Writing Text Files.vtt	12.2 KB
2. JSON with Python.mp4	4.5 MB
2. JSON with Python.vtt	5.3 KB
3. HTML with Python.mp4	6.0 MB
3. HTML with Python.vtt	5.2 KB
4. Microsoft Excel files with Python.mp4	3.8 MB
4. Microsoft Excel files with Python.vtt	5.0 KB
/6. Working with Data Part 2/
1. Merge.mp4	19.5 MB
1. Merge.vtt	21.4 KB
10. Rename Index.mp4	5.5 MB
10. Rename Index.vtt	6.8 KB
11. Binning.mp4	6.6 MB
11. Binning.vtt	7.4 KB
12. Outliers.mp4	7.9 MB
12. Outliers.vtt	7.8 KB
13. Permutation.mp4	4.8 MB
13. Permutation.vtt	5.8 KB
2. Merge on Index.mp4	12.9 MB
2. Merge on Index.vtt	13.5 KB
3. Concatenate.mp4	10.2 MB
3. Concatenate.vtt	11.7 KB
4. Combining DataFrames.mp4	10.1 MB
4. Combining DataFrames.vtt	11.8 KB
5. Reshaping.mp4	7.5 MB
5. Reshaping.vtt	8.4 KB
6. Pivoting.mp4	7.5 MB
6. Pivoting.vtt	8.0 KB
7. Duplicates in DataFrames.mp4	5.7 MB
7. Duplicates in DataFrames.vtt	7.3 KB
8. Mapping.mp4	4.0 MB
8. Mapping.vtt	4.9 KB
9. Replace.mp4	2.8 MB
9. Replace.vtt	4.2 KB
/7. Working with Data Part 3/
1. GroupBy on DataFrames.mp4	18.0 MB
1. GroupBy on DataFrames.vtt	20.4 KB
2. GroupBy on Dict and Series.mp4	12.4 MB
2. GroupBy on Dict and Series.vtt	14.2 KB
3. Aggregation.mp4	19.6 MB
3. Aggregation.vtt	16.9 KB
4. Splitting Applying and Combining.mp4	11.1 MB
4. Splitting Applying and Combining.vtt	11.3 KB
5. Cross Tabulation.mp4	4.7 MB
5. Cross Tabulation.vtt	6.3 KB
/8. Data Visualization/
1. Installing Seaborn.mp4	2.5 MB
1. Installing Seaborn.vtt	2.5 KB
2. Histograms.mp4	9.8 MB
2. Histograms.vtt	11.8 KB
3. Kernel Density Estimate Plots.mp4	28.3 MB
3. Kernel Density Estimate Plots.vtt	31.5 KB
4. Combining Plot Styles.mp4	6.0 MB
4. Combining Plot Styles.vtt	7.8 KB
5. Box and Violin Plots.mp4	9.1 MB
5. Box and Violin Plots.vtt	10.3 KB
6. Regression Plots.mp4	18.3 MB
6. Regression Plots.vtt	23.0 KB
7. Heatmaps and Clustered Matrices.mp4	19.1 MB
7. Heatmaps and Clustered Matrices.vtt	20.4 KB
/9. Example Projects/
1. Data Projects Preview.mp4	27.1 MB
1. Data Projects Preview.vtt	4.9 KB
10. Data Project - Stock Market Analysis Part 3.mp4	17.4 MB
10. Data Project - Stock Market Analysis Part 3.vtt	14.0 KB
11. Data Project - Stock Market Analysis Part 4.mp4	10.3 MB
11. Data Project - Stock Market Analysis Part 4.vtt	9.0 KB
12. Data Project - Stock Market Analysis Part 5.mp4	38.6 MB
12. Data Project - Stock Market Analysis Part 5.vtt	34.0 KB
13. Data Project - Intro to Election Analysis.mp4	15.6 MB
13. Data Project - Intro to Election Analysis.vtt	15.6 MB
14. Data Project - Election Analysis Part 1.mp4	20.3 MB
14. Data Project - Election Analysis Part 1.vtt	22.6 KB
15. Data Project - Election Analysis Part 2.mp4	26.1 MB
15. Data Project - Election Analysis Part 2.vtt	25.9 KB
16. Data Project - Election Analysis Part 3.mp4	17.9 MB
16. Data Project - Election Analysis Part 3.vtt	19.9 KB
17. Data Project - Election Analysis Part 4.mp4	86.1 MB
17. Data Project - Election Analysis Part 4.vtt	27.3 KB
2. Intro to Data Projects.mp4	7.0 MB
2. Intro to Data Projects.vtt	6.9 KB
2.1 First Data Project.txt	0.3 KB
3. Titanic Project - Part 1.mp4	19.7 MB
3. Titanic Project - Part 1.vtt	22.1 KB
3.1 First Data Project.txt	0.3 KB
4. Titanic Project - Part 2.mp4	18.4 MB
4. Titanic Project - Part 2.vtt	19.1 KB
5. Titanic Project - Part 3.mp4	17.0 MB
5. Titanic Project - Part 3.vtt	17.6 KB
6. Titanic Project - Part 4.mp4	2.6 MB
6. Titanic Project - Part 4.vtt	3.4 KB
7. Intro to Data Project - Stock Market Analysis.mp4	10.9 MB
7. Intro to Data Project - Stock Market Analysis.vtt	4.9 KB
8. Data Project - Stock Market Analysis Part 1.mp4	14.3 MB
8. Data Project - Stock Market Analysis Part 1.vtt	16.0 KB
9. Data Project - Stock Market Analysis Part 2.mp4	24.6 MB
9. Data Project - Stock Market Analysis Part 2.vtt	23.7 KB
/
[FreeCourseLab.com].url	0.1 KB
Total files 226