Tutorialsplanet NET Udemy Learning Python for Data Analysis and Visualization

Tutorialsplanet NET Udemy Learning Python for Data Analysis and Visualization

Name	[Tutorialsplanet.NET] Udemy - Learning Python for Data Analysis and Visualization	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	3.9 GB
Total Files	226
Hash	645E7D6CA37F7CC8F77C256B5DAF3542AED34082

/1. Intro to Course and Python/
1. Course Intro.mp4	13.9 MB
1. Course Intro.vtt	4.9 KB
2. Course FAQs.html	7.1 KB
/10. Machine Learning/
1. Introduction to Machine Learning with SciKit Learn.mp4	48.4 MB
1. Introduction to Machine Learning with SciKit Learn.vtt	17.0 KB
10. Multi Class Classification Part 1 - Logistic Regression.mp4	71.1 MB
10. Multi Class Classification Part 1 - Logistic Regression.vtt	19.7 KB
11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4	77.1 MB
11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt	24.2 KB
12. Support Vector Machines Part 1.mp4	68.1 MB
12. Support Vector Machines Part 1.vtt	16.3 KB
13. Support Vector Machines - Part 2.mp4	90.0 MB
13. Support Vector Machines - Part 2.vtt	29.3 KB
14. Naive Bayes Part 1.mp4	37.4 MB
14. Naive Bayes Part 1.vtt	12.2 KB
15. Naive Bayes Part 2.mp4	68.7 MB
15. Naive Bayes Part 2.vtt	14.4 KB
16. Decision Trees and Random Forests.mp4	160.4 MB
16. Decision Trees and Random Forests.vtt	35.7 KB
17. Natural Language Processing Part 1.mp4	46.0 MB
17. Natural Language Processing Part 1.vtt	9.8 KB
18. Natural Language Processing Part 2.mp4	62.6 MB
18. Natural Language Processing Part 2.vtt	17.9 KB
19. Natural Language Processing Part 3.mp4	97.0 MB
19. Natural Language Processing Part 3.vtt	23.9 KB
2. Linear Regression Part 1.mp4	61.5 MB
2. Linear Regression Part 1.vtt	23.8 KB
20. Natural Language Processing Part 4.mp4	70.4 MB
20. Natural Language Processing Part 4.vtt	17.5 KB
3. Linear Regression Part 2.mp4	55.1 MB
3. Linear Regression Part 2.vtt	23.8 KB
4. Linear Regression Part 3.mp4	72.2 MB
4. Linear Regression Part 3.vtt	23.9 KB
5. Linear Regression Part 4.mp4	82.5 MB
5. Linear Regression Part 4.vtt	30.2 KB
6. Logistic Regression Part 1.mp4	75.3 MB
6. Logistic Regression Part 1.vtt	17.4 KB
7. Logistic Regression Part 2.mp4	54.3 MB
7. Logistic Regression Part 2.vtt	15.9 KB
8. Logistic Regression Part 3.mp4	41.6 MB
8. Logistic Regression Part 3.vtt	12.5 KB
9. Logistic Regression Part 4.mp4	102.7 MB
9. Logistic Regression Part 4.vtt	23.3 KB
/11. Appendix Statistics Overview/
1. Intro to Appendix B.mp4	7.6 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	16.5 MB
10. Chi Square Test and Distribution.vtt	3.9 KB
11. Bayes Theorem.mp4	38.5 MB
11. Bayes Theorem.vtt	12.5 KB
2. Discrete Uniform Distribution.mp4	22.9 MB
2. Discrete Uniform Distribution.vtt	9.5 KB
3. Continuous Uniform Distribution.mp4	26.4 MB
3. Continuous Uniform Distribution.vtt	10.0 KB
4. Binomial Distribution.mp4	43.8 MB
4. Binomial Distribution.vtt	18.0 KB
5. Poisson Distribution.mp4	42.2 MB
5. Poisson Distribution.vtt	15.9 KB
6. Normal Distribution.mp4	20.4 MB
6. Normal Distribution.vtt	8.9 KB
7. Sampling Techniques.mp4	23.1 MB
7. Sampling Techniques.vtt	7.3 KB
8. T-Distribution.mp4	17.1 MB
8. T-Distribution.vtt	7.3 KB
9. Hypothesis Testing and Confidence Intervals.mp4	82.7 MB
9. Hypothesis Testing and Confidence Intervals.vtt	24.4 KB
/12. Appendix SQL and Python/
1. Introduction to SQL with Python.mp4	45.9 MB
1. Introduction to SQL with Python.vtt	15.3 KB
2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4	33.9 MB
2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt	14.1 KB
3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4	29.5 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	39.1 MB
1. Web Scraping Part 1.vtt	16.6 KB
2. Web Scraping Part 2.mp4	46.0 MB
2. Web Scraping Part 2.vtt	14.9 KB
/14. Appendix Python Special Offers/
1. Python Overview Part 1.mp4	36.1 MB
1. Python Overview Part 1.vtt	19.6 KB
2. Python Overview Part 2.mp4	23.0 MB
2. Python Overview Part 2.vtt	15.0 KB
3. Python Overview Part 3.mp4	20.9 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	25.6 MB
1. Installation Setup and Overview.vtt	8.7 KB
1.1 Link to Code Notebooks for Course!.html	0.1 KB
1.2 Link for FAQ.html	0.1 KB
2. IDEs and Course Resources.mp4	31.8 MB
2. IDEs and Course Resources.vtt	13.0 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	18.2 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	13.7 MB
2. Creating arrays.vtt	9.0 KB
3. Using arrays and scalars.mp4	8.3 MB
3. Using arrays and scalars.vtt	6.1 KB
4. Indexing Arrays.mp4	27.4 MB
4. Indexing Arrays.vtt	27.4 MB
5. Array Transposition.mp4	7.9 MB
5. Array Transposition.vtt	4.6 KB
6. Universal Array Function.mp4	15.7 MB
6. Universal Array Function.vtt	7.2 KB
7. Array Processing.mp4	43.0 MB
7. Array Processing.vtt	22.5 KB
8. Array Input and Output.mp4	14.7 MB
8. Array Input and Output.vtt	8.9 KB
/4. Intro to Pandas/
1. Series.mp4	26.0 MB
1. Series.vtt	15.3 KB
10. Missing Data.mp4	19.8 MB
10. Missing Data.vtt	13.3 KB
11. Index Hierarchy.mp4	25.2 MB
11. Index Hierarchy.vtt	16.3 KB
2. DataFrames.mp4	55.4 MB
2. DataFrames.vtt	18.0 KB
3. Index objects.mp4	9.7 MB
3. Index objects.vtt	5.4 KB
4. Reindex.mp4	33.8 MB
4. Reindex.vtt	16.9 KB
5. Drop Entry.mp4	9.7 MB
5. Drop Entry.vtt	6.3 KB
6. Selecting Entries.mp4	19.0 MB
6. Selecting Entries.vtt	10.8 KB
7. Data Alignment.mp4	18.6 MB
7. Data Alignment.vtt	11.3 KB
8. Rank and Sort.mp4	9.9 MB
8. Rank and Sort.vtt	6.9 KB
9. Summary Statistics.mp4	48.3 MB
9. Summary Statistics.vtt	27.3 KB
/5. Working with Data Part 1/
1. Reading and Writing Text Files.mp4	26.0 MB
1. Reading and Writing Text Files.vtt	12.2 KB
2. JSON with Python.mp4	9.4 MB
2. JSON with Python.vtt	5.3 KB
3. HTML with Python.mp4	14.1 MB
3. HTML with Python.vtt	5.2 KB
4. Microsoft Excel files with Python.mp4	8.0 MB
4. Microsoft Excel files with Python.vtt	5.0 KB
/6. Working with Data Part 2/
1. Merge.mp4	38.1 MB
1. Merge.vtt	21.4 KB
10. Rename Index.mp4	10.6 MB
10. Rename Index.vtt	6.8 KB
11. Binning.mp4	13.7 MB
11. Binning.vtt	7.4 KB
12. Outliers.mp4	17.0 MB
12. Outliers.vtt	7.8 KB
13. Permutation.mp4	9.2 MB
13. Permutation.vtt	5.9 KB
2. Merge on Index.mp4	26.4 MB
2. Merge on Index.vtt	13.5 KB
3. Concatenate.mp4	22.2 MB
3. Concatenate.vtt	11.7 KB
4. Combining DataFrames.mp4	20.9 MB
4. Combining DataFrames.vtt	11.8 KB
5. Reshaping.mp4	15.1 MB
5. Reshaping.vtt	8.4 KB
6. Pivoting.mp4	18.8 MB
6. Pivoting.vtt	8.0 KB
7. Duplicates in DataFrames.mp4	11.6 MB
7. Duplicates in DataFrames.vtt	7.3 KB
8. Mapping.mp4	8.2 MB
8. Mapping.vtt	4.9 KB
9. Replace.mp4	5.4 MB
9. Replace.vtt	4.2 KB
/7. Working with Data Part 3/
1. GroupBy on DataFrames.mp4	38.1 MB
1. GroupBy on DataFrames.vtt	20.4 KB
2. GroupBy on Dict and Series.mp4	24.4 MB
2. GroupBy on Dict and Series.vtt	14.2 KB
3. Aggregation.mp4	45.9 MB
3. Aggregation.vtt	16.9 KB
4. Splitting Applying and Combining.mp4	23.2 MB
4. Splitting Applying and Combining.vtt	11.3 KB
5. Cross Tabulation.mp4	9.3 MB
5. Cross Tabulation.vtt	6.3 KB
/8. Data Visualization/
1. Installing Seaborn.mp4	7.6 MB
1. Installing Seaborn.vtt	2.5 KB
2. Histograms.mp4	21.2 MB
2. Histograms.vtt	11.8 KB
3. Kernel Density Estimate Plots.mp4	64.9 MB
3. Kernel Density Estimate Plots.vtt	31.5 KB
4. Combining Plot Styles.mp4	12.2 MB
4. Combining Plot Styles.vtt	7.8 KB
5. Box and Violin Plots.mp4	19.2 MB
5. Box and Violin Plots.vtt	10.3 KB
6. Regression Plots.mp4	36.5 MB
6. Regression Plots.vtt	23.0 KB
7. Heatmaps and Clustered Matrices.mp4	40.9 MB
7. Heatmaps and Clustered Matrices.vtt	20.4 KB
/9. Example Projects/
1. Data Projects Preview.mp4	27.0 MB
1. Data Projects Preview.vtt	4.9 KB
10. Data Project - Stock Market Analysis Part 3.mp4	42.0 MB
10. Data Project - Stock Market Analysis Part 3.vtt	14.0 KB
11. Data Project - Stock Market Analysis Part 4.mp4	27.1 MB
11. Data Project - Stock Market Analysis Part 4.vtt	9.0 KB
12. Data Project - Stock Market Analysis Part 5.mp4	98.5 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	3.4 KB
14. Data Project - Election Analysis Part 1.mp4	46.7 MB
14. Data Project - Election Analysis Part 1.vtt	22.6 KB
15. Data Project - Election Analysis Part 2.mp4	59.1 MB
15. Data Project - Election Analysis Part 2.vtt	25.9 KB
16. Data Project - Election Analysis Part 3.mp4	41.0 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	25.5 KB
2. Intro to Data Projects.mp4	19.6 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	45.4 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	40.8 MB
4. Titanic Project - Part 2.vtt	19.1 KB
5. Titanic Project - Part 3.mp4	36.8 MB
5. Titanic Project - Part 3.vtt	17.6 KB
6. Titanic Project - Part 4.mp4	5.6 MB
6. Titanic Project - Part 4.vtt	3.4 KB
7. Intro to Data Project - Stock Market Analysis.mp4	34.4 MB
7. Intro to Data Project - Stock Market Analysis.vtt	4.9 KB
8. Data Project - Stock Market Analysis Part 1.mp4	34.0 MB
8. Data Project - Stock Market Analysis Part 1.vtt	16.0 KB
9. Data Project - Stock Market Analysis Part 2.mp4	59.6 MB
9. Data Project - Stock Market Analysis Part 2.vtt	23.7 KB
/
[Tutorialsplanet.NET].url	0.1 KB
Total files 226