Download Udemy - Learning Python for Data Analysis and Visualization [TP] Torrent

Torrent Contents Size: 3.67 GB

Udemy - Learning Python for Data Analysis and Visualization [TP]

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1. Intro to Course and Python

1. Course Intro.mp4	MP4	13.26 MB
1. Course Intro.vtt	VTT	4.78 KB
2. Course FAQs.html	HTML	6.95 KB

10. Machine Learning

1. Introduction to Machine Learning with SciKit Learn.mp4	MP4	46.17 MB
1. Introduction to Machine Learning with SciKit Learn.vtt	VTT	16.57 KB
10. Multi Class Classification Part 1 - Logistic Regression.mp4	MP4	67.85 MB
10. Multi Class Classification Part 1 - Logistic Regression.vtt	VTT	19.28 KB
11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4	MP4	73.53 MB
11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt	VTT	23.6 KB
12. Support Vector Machines Part 1.mp4	MP4	64.93 MB
12. Support Vector Machines Part 1.vtt	VTT	15.96 KB
13. Support Vector Machines - Part 2.mp4	MP4	85.84 MB
13. Support Vector Machines - Part 2.vtt	VTT	28.63 KB
14. Naive Bayes Part 1.mp4	MP4	35.69 MB
14. Naive Bayes Part 1.vtt	VTT	11.88 KB
15. Naive Bayes Part 2.mp4	MP4	65.48 MB
15. Naive Bayes Part 2.vtt	VTT	14.05 KB
16. Decision Trees and Random Forests.mp4	MP4	152.94 MB
16. Decision Trees and Random Forests.vtt	VTT	34.85 KB
17. Natural Language Processing Part 1.mp4	MP4	43.87 MB
17. Natural Language Processing Part 1.vtt	VTT	9.56 KB
18. Natural Language Processing Part 2.mp4	MP4	59.73 MB
18. Natural Language Processing Part 2.vtt	VTT	17.44 KB
19. Natural Language Processing Part 3.mp4	MP4	92.55 MB
19. Natural Language Processing Part 3.vtt	VTT	23.37 KB
2. Linear Regression Part 1.mp4	MP4	58.66 MB
2. Linear Regression Part 1.vtt	VTT	23.25 KB
20. Natural Language Processing Part 4.mp4	MP4	67.11 MB
20. Natural Language Processing Part 4.vtt	VTT	17.08 KB
3. Linear Regression Part 2.mp4	MP4	52.52 MB
3. Linear Regression Part 2.vtt	VTT	23.28 KB
4. Linear Regression Part 3.mp4	MP4	68.85 MB
4. Linear Regression Part 3.vtt	VTT	23.33 KB
5. Linear Regression Part 4.mp4	MP4	78.64 MB
5. Linear Regression Part 4.vtt	VTT	29.49 KB
6. Logistic Regression Part 1.mp4	MP4	71.8 MB
6. Logistic Regression Part 1.vtt	VTT	17.02 KB
7. Logistic Regression Part 2.mp4	MP4	51.81 MB
7. Logistic Regression Part 2.vtt	VTT	15.56 KB
8. Logistic Regression Part 3.mp4	MP4	39.67 MB
8. Logistic Regression Part 3.vtt	VTT	12.2 KB
9. Logistic Regression Part 4.mp4	MP4	97.94 MB
9. Logistic Regression Part 4.vtt	VTT	22.73 KB

11. Appendix Statistics Overview

1. Intro to Appendix B.mp4	MP4	7.25 MB
1. Intro to Appendix B.vtt	VTT	4.23 KB
1.1 Viewer Link For Stats Notes.txt	TXT	121 B
10. Chi Square Test and Distribution.mp4	MP4	15.71 MB
10. Chi Square Test and Distribution.vtt	VTT	3.82 KB
11. Bayes Theorem.mp4	MP4	36.76 MB
11. Bayes Theorem.vtt	VTT	12.18 KB
2. Discrete Uniform Distribution.mp4	MP4	21.82 MB
2. Discrete Uniform Distribution.vtt	VTT	9.24 KB
3. Continuous Uniform Distribution.mp4	MP4	25.22 MB
3. Continuous Uniform Distribution.vtt	VTT	9.76 KB
4. Binomial Distribution.mp4	MP4	41.74 MB
4. Binomial Distribution.vtt	VTT	17.58 KB
5. Poisson Distribution.mp4	MP4	40.25 MB
5. Poisson Distribution.vtt	VTT	15.54 KB
6. Normal Distribution.mp4	MP4	19.42 MB
6. Normal Distribution.vtt	VTT	8.7 KB
7. Sampling Techniques.mp4	MP4	22 MB
7. Sampling Techniques.vtt	VTT	7.08 KB
8. T-Distribution.mp4	MP4	16.35 MB
8. T-Distribution.vtt	VTT	7.14 KB
9. Hypothesis Testing and Confidence Intervals.mp4	MP4	78.87 MB
9. Hypothesis Testing and Confidence Intervals.vtt	VTT	23.8 KB

12. Appendix SQL and Python

1. Introduction to SQL with Python.mp4	MP4	43.76 MB
1. Introduction to SQL with Python.vtt	VTT	14.94 KB
2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4	MP4	32.34 MB
2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt	VTT	13.79 KB
3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4	MP4	28.13 MB
3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.vtt	VTT	11.78 KB

13. Appendix Web Scraping with Python

1. Web Scraping Part 1.mp4	MP4	37.31 MB
1. Web Scraping Part 1.vtt	VTT	16.26 KB
2. Web Scraping Part 2.mp4	MP4	43.82 MB
2. Web Scraping Part 2.vtt	VTT	14.58 KB

14. Appendix Python Special Offers

1. Python Overview Part 1.mp4	MP4	34.46 MB
1. Python Overview Part 1.vtt	VTT	19.14 KB
2. Python Overview Part 2.mp4	MP4	21.89 MB
2. Python Overview Part 2.vtt	VTT	14.65 KB
3. Python Overview Part 3.mp4	MP4	19.92 MB
3. Python Overview Part 3.vtt	VTT	12.88 KB

15. BONUS SPECIAL DISCOUNT COUPONS

1. Bonus Lecture Coupons.html

HTML

5.99 KB

2. Setup

1. Installation Setup and Overview.mp4	MP4	24.38 MB
1. Installation Setup and Overview.vtt	VTT	8.54 KB
1.1 Link to Code Notebooks for Course!.html	HTML	131 B
1.2 Link for FAQ.html	HTML	149 B
2. IDEs and Course Resources.mp4	MP4	30.36 MB
2. IDEs and Course Resources.vtt	VTT	12.66 KB
2.1 Link to Code Notebooks for Course!.html	HTML	131 B
3. iPythonJupyter Notebook Overview.mp4	MP4	39.45 MB
3. iPythonJupyter Notebook Overview.vtt	VTT	17.72 KB
3.1 Lecture 4 Info.txt	TXT	180 B
3.2 Link to Code Notebooks for Course!.html	HTML	131 B

3. Learning Numpy

1. Intro to numpy.html	HTML	917 B
2. Creating arrays.mp4	MP4	13.06 MB
2. Creating arrays.vtt	VTT	8.76 KB
3. Using arrays and scalars.mp4	MP4	7.94 MB
3. Using arrays and scalars.vtt	VTT	5.95 KB
4. Indexing Arrays.mp4	MP4	26.16 MB
4. Indexing Arrays.vtt	VTT	26.17 MB
5. Array Transposition.mp4	MP4	7.54 MB
5. Array Transposition.vtt	VTT	4.54 KB
6. Universal Array Function.mp4	MP4	14.94 MB
6. Universal Array Function.vtt	VTT	7 KB
7. Array Processing.mp4	MP4	41.04 MB
7. Array Processing.vtt	VTT	21.93 KB
8. Array Input and Output.mp4	MP4	13.97 MB
8. Array Input and Output.vtt	VTT	8.68 KB

4. Intro to Pandas

1. Series.mp4	MP4	24.76 MB
1. Series.vtt	VTT	14.98 KB
10. Missing Data.mp4	MP4	18.93 MB
10. Missing Data.vtt	VTT	13.02 KB
11. Index Hierarchy.mp4	MP4	24.03 MB
11. Index Hierarchy.vtt	VTT	15.89 KB
2. DataFrames.mp4	MP4	52.86 MB
2. DataFrames.vtt	VTT	17.56 KB
3. Index objects.mp4	MP4	9.23 MB
3. Index objects.vtt	VTT	5.27 KB
4. Reindex.mp4	MP4	32.26 MB
4. Reindex.vtt	VTT	16.54 KB
5. Drop Entry.mp4	MP4	9.25 MB
5. Drop Entry.vtt	VTT	6.17 KB
6. Selecting Entries.mp4	MP4	18.12 MB
6. Selecting Entries.vtt	VTT	10.57 KB
7. Data Alignment.mp4	MP4	17.7 MB
7. Data Alignment.vtt	VTT	11.04 KB
8. Rank and Sort.mp4	MP4	9.46 MB
8. Rank and Sort.vtt	VTT	6.77 KB
9. Summary Statistics.mp4	MP4	46.1 MB
9. Summary Statistics.vtt	VTT	26.62 KB

5. Working with Data Part 1

1. Reading and Writing Text Files.mp4	MP4	24.81 MB
1. Reading and Writing Text Files.vtt	VTT	11.92 KB
2. JSON with Python.mp4	MP4	8.98 MB
2. JSON with Python.vtt	VTT	5.15 KB
3. HTML with Python.mp4	MP4	13.47 MB
3. HTML with Python.vtt	VTT	5.1 KB
4. Microsoft Excel files with Python.mp4	MP4	7.63 MB
4. Microsoft Excel files with Python.vtt	VTT	4.86 KB

6. Working with Data Part 2

1. Merge.mp4	MP4	36.34 MB
1. Merge.vtt	VTT	20.89 KB
10. Rename Index.mp4	MP4	10.1 MB
10. Rename Index.vtt	VTT	6.64 KB
11. Binning.mp4	MP4	13.02 MB
11. Binning.vtt	VTT	7.24 KB
12. Outliers.mp4	MP4	16.22 MB
12. Outliers.vtt	VTT	7.59 KB
13. Permutation.mp4	MP4	8.75 MB
13. Permutation.vtt	VTT	5.72 KB
2. Merge on Index.mp4	MP4	25.22 MB
2. Merge on Index.vtt	VTT	13.15 KB
3. Concatenate.mp4	MP4	21.14 MB
3. Concatenate.vtt	VTT	11.46 KB
4. Combining DataFrames.mp4	MP4	19.89 MB
4. Combining DataFrames.vtt	VTT	11.55 KB
5. Reshaping.mp4	MP4	14.4 MB
5. Reshaping.vtt	VTT	8.18 KB
6. Pivoting.mp4	MP4	17.98 MB
6. Pivoting.vtt	VTT	7.76 KB
7. Duplicates in DataFrames.mp4	MP4	11.07 MB
7. Duplicates in DataFrames.vtt	VTT	7.09 KB
8. Mapping.mp4	MP4	7.79 MB
8. Mapping.vtt	VTT	4.75 KB
9. Replace.mp4	MP4	5.16 MB
9. Replace.vtt	VTT	4.1 KB

7. Working with Data Part 3

1. GroupBy on DataFrames.mp4	MP4	36.32 MB
1. GroupBy on DataFrames.vtt	VTT	19.96 KB
2. GroupBy on Dict and Series.mp4	MP4	23.31 MB
2. GroupBy on Dict and Series.vtt	VTT	13.9 KB
3. Aggregation.mp4	MP4	43.79 MB
3. Aggregation.vtt	VTT	16.49 KB
4. Splitting Applying and Combining.mp4	MP4	22.15 MB
4. Splitting Applying and Combining.vtt	VTT	11.02 KB
5. Cross Tabulation.mp4	MP4	8.83 MB
5. Cross Tabulation.vtt	VTT	6.17 KB

8. Data Visualization

1. Installing Seaborn.mp4	MP4	7.25 MB
1. Installing Seaborn.vtt	VTT	2.47 KB
2. Histograms.mp4	MP4	20.25 MB
2. Histograms.vtt	VTT	11.5 KB
3. Kernel Density Estimate Plots.mp4	MP4	61.86 MB
3. Kernel Density Estimate Plots.vtt	VTT	30.72 KB
4. Combining Plot Styles.mp4	MP4	11.62 MB
4. Combining Plot Styles.vtt	VTT	7.62 KB
5. Box and Violin Plots.mp4	MP4	18.29 MB
5. Box and Violin Plots.vtt	VTT	10.1 KB
6. Regression Plots.mp4	MP4	34.85 MB
6. Regression Plots.vtt	VTT	22.46 KB
7. Heatmaps and Clustered Matrices.mp4	MP4	39.05 MB
7. Heatmaps and Clustered Matrices.vtt	VTT	19.92 KB

9. Example Projects

1. Data Projects Preview.mp4	MP4	25.79 MB
1. Data Projects Preview.vtt	VTT	4.82 KB
10. Data Project - Stock Market Analysis Part 3.mp4	MP4	40.01 MB
10. Data Project - Stock Market Analysis Part 3.vtt	VTT	13.62 KB
11. Data Project - Stock Market Analysis Part 4.mp4	MP4	25.88 MB
11. Data Project - Stock Market Analysis Part 4.vtt	VTT	8.8 KB
12. Data Project - Stock Market Analysis Part 5.mp4	MP4	93.98 MB
12. Data Project - Stock Market Analysis Part 5.vtt	VTT	33.2 KB
13. Data Project - Intro to Election Analysis.mp4	MP4	14.91 MB
13. Data Project - Intro to Election Analysis.vtt	VTT	3.29 KB
14. Data Project - Election Analysis Part 1.mp4	MP4	44.57 MB
14. Data Project - Election Analysis Part 1.vtt	VTT	22.1 KB
15. Data Project - Election Analysis Part 2.mp4	MP4	56.39 MB
15. Data Project - Election Analysis Part 2.vtt	VTT	25.28 KB
16. Data Project - Election Analysis Part 3.mp4	MP4	39.06 MB
16. Data Project - Election Analysis Part 3.vtt	VTT	19.43 KB
17. Data Project - Election Analysis Part 4.mp4	MP4	82.09 MB
17. Data Project - Election Analysis Part 4.vtt	VTT	24.86 KB
2. Intro to Data Projects.mp4	MP4	18.67 MB
2. Intro to Data Projects.vtt	VTT	6.75 KB
2.1 First Data Project.txt	TXT	306 B
3. Titanic Project - Part 1.mp4	MP4	43.3 MB
3. Titanic Project - Part 1.vtt	VTT	21.6 KB
3.1 First Data Project.txt	TXT	306 B
4. Titanic Project - Part 2.mp4	MP4	38.92 MB
4. Titanic Project - Part 2.vtt	VTT	18.61 KB
5. Titanic Project - Part 3.mp4	MP4	35.08 MB
5. Titanic Project - Part 3.vtt	VTT	17.19 KB
6. Titanic Project - Part 4.mp4	MP4	5.32 MB
6. Titanic Project - Part 4.vtt	VTT	3.33 KB
7. Intro to Data Project - Stock Market Analysis.mp4	MP4	32.77 MB
7. Intro to Data Project - Stock Market Analysis.vtt	VTT	4.78 KB
8. Data Project - Stock Market Analysis Part 1.mp4	MP4	32.41 MB
8. Data Project - Stock Market Analysis Part 1.vtt	VTT	15.64 KB
9. Data Project - Stock Market Analysis Part 2.mp4	MP4	56.85 MB
9. Data Project - Stock Market Analysis Part 2.vtt	VTT	23.15 KB

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Udemy - Learning Python for Data Analysis and Visualization [TP]

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