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[FreeAllCourse.Com] Udemy - Learning Python for Data Analysis and Visualization
大小 3.89 GB
文件数 227
Info Hash: B4C263049672D9A936F68C6365AA10C6463CCD50
收录时间 2026-01-09 10:43:24
更新时间 2026-01-09 10:43:24
文件列表 (227)
1. Intro to Course and Python/1. Course Intro.mp4
13.25 MB
1. Intro to Course and Python/1. Course Intro.srt
5.77 KB
1. Intro to Course and Python/2. Course FAQs.html
6.95 KB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4
46.17 MB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.srt
19.73 KB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4
67.85 MB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.srt
23.88 KB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4
73.53 MB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.srt
29.08 KB
10. Machine Learning/12. Support Vector Machines Part 1.mp4
64.93 MB
10. Machine Learning/12. Support Vector Machines Part 1.srt
19.06 KB
10. Machine Learning/13. Support Vector Machines - Part 2.mp4
85.84 MB
10. Machine Learning/13. Support Vector Machines - Part 2.srt
35.36 KB
10. Machine Learning/14. Naive Bayes Part 1.mp4
35.69 MB
10. Machine Learning/14. Naive Bayes Part 1.srt
13.77 KB
10. Machine Learning/15. Naive Bayes Part 2.mp4
65.48 MB
10. Machine Learning/15. Naive Bayes Part 2.srt
16.76 KB
10. Machine Learning/16. Decision Trees and Random Forests.mp4
152.94 MB
10. Machine Learning/16. Decision Trees and Random Forests.srt
42.81 KB
10. Machine Learning/17. Natural Language Processing Part 1.mp4
62.76 MB
10. Machine Learning/17. Natural Language Processing Part 1.srt
10.93 KB
10. Machine Learning/18. Natural Language Processing Part 2.mp4
59.73 MB
10. Machine Learning/18. Natural Language Processing Part 2.srt
21.61 KB
10. Machine Learning/19. Natural Language Processing Part 3.mp4
148.91 MB
10. Machine Learning/19. Natural Language Processing Part 3.srt
28.57 KB
10. Machine Learning/2. Linear Regression Part 1.mp4
58.66 MB
10. Machine Learning/2. Linear Regression Part 1.srt
25.57 KB
10. Machine Learning/20. Natural Language Processing Part 4.mp4
112.75 MB
10. Machine Learning/20. Natural Language Processing Part 4.srt
21.02 KB
10. Machine Learning/3. Linear Regression Part 2.mp4
52.52 MB
10. Machine Learning/3. Linear Regression Part 2.srt
25.62 KB
10. Machine Learning/4. Linear Regression Part 3.mp4
68.85 MB
10. Machine Learning/4. Linear Regression Part 3.srt
25.65 KB
10. Machine Learning/5. Linear Regression Part 4.mp4
78.64 MB
10. Machine Learning/5. Linear Regression Part 4.srt
32.46 KB
10. Machine Learning/6. Logistic Regression Part 1.mp4
71.8 MB
10. Machine Learning/6. Logistic Regression Part 1.srt
20.24 KB
10. Machine Learning/7. Logistic Regression Part 2.mp4
51.81 MB
10. Machine Learning/7. Logistic Regression Part 2.srt
19.32 KB
10. Machine Learning/8. Logistic Regression Part 3.mp4
39.67 MB
10. Machine Learning/8. Logistic Regression Part 3.srt
14.87 KB
10. Machine Learning/9. Logistic Regression Part 4.mp4
97.94 MB
10. Machine Learning/9. Logistic Regression Part 4.srt
27.63 KB
11. Appendix Statistics Overview/1. Intro to Appendix B.mp4
7.24 MB
11. Appendix Statistics Overview/1. Intro to Appendix B.srt
4.61 KB
11. Appendix Statistics Overview/1.1 Viewer Link For Stats Notes.txt
121 B
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4
15.72 MB
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.srt
4.3 KB
11. Appendix Statistics Overview/11. Bayes Theorem.mp4
36.76 MB
11. Appendix Statistics Overview/11. Bayes Theorem.srt
14.32 KB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4
21.83 MB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.srt
10.13 KB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4
25.22 MB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.srt
10.73 KB
11. Appendix Statistics Overview/4. Binomial Distribution.mp4
41.74 MB
11. Appendix Statistics Overview/4. Binomial Distribution.srt
19.36 KB
11. Appendix Statistics Overview/5. Poisson Distribution.mp4
40.25 MB
11. Appendix Statistics Overview/5. Poisson Distribution.srt
17.07 KB
11. Appendix Statistics Overview/6. Normal Distribution.mp4
19.43 MB
11. Appendix Statistics Overview/6. Normal Distribution.srt
9.49 KB
11. Appendix Statistics Overview/7. Sampling Techniques.mp4
22 MB
11. Appendix Statistics Overview/7. Sampling Techniques.srt
7.73 KB
11. Appendix Statistics Overview/8. T-Distribution.mp4
16.35 MB
11. Appendix Statistics Overview/8. T-Distribution.srt
7.79 KB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4
78.87 MB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.srt
28.29 KB
12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4
43.76 MB
12. Appendix SQL and Python/1. Introduction to SQL with Python.srt
16.4 KB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4
32.34 MB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.srt
15.07 KB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4
28.13 MB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.srt
12.89 KB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4
37.31 MB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.srt
17.81 KB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4
43.82 MB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.srt
16.07 KB
14. Appendix Python Special Offers/1. Python Overview Part 1.mp4
34.46 MB
14. Appendix Python Special Offers/1. Python Overview Part 1.srt
24.83 KB
14. Appendix Python Special Offers/2. Python Overview Part 2.mp4
21.89 MB
14. Appendix Python Special Offers/2. Python Overview Part 2.srt
16.21 KB
14. Appendix Python Special Offers/3. Python Overview Part 3.mp4
19.93 MB
14. Appendix Python Special Offers/3. Python Overview Part 3.srt
14.21 KB
15. BONUS SECTION THANK YOU!/1. Bonus Lecture.html
532 B
2. Setup/1. Installation Setup and Overview.mp4
24.37 MB
2. Setup/1. Installation Setup and Overview.srt
10.27 KB
2. Setup/1.1 Link for FAQ.html
149 B
2. Setup/1.2 Link to Code Notebooks for Course!.html
131 B
2. Setup/2. IDEs and Course Resources.mp4
30.35 MB
2. Setup/2. IDEs and Course Resources.srt
16.18 KB
2. Setup/2.1 Link to Code Notebooks for Course!.html
131 B
2. Setup/3. iPythonJupyter Notebook Overview.mp4
68.96 MB
2. Setup/3. iPythonJupyter Notebook Overview.srt
22.67 KB
2. Setup/3.1 Link to Code Notebooks for Course!.html
131 B
2. Setup/3.2 Lecture 4 Info.txt
180 B
3. Learning Numpy/1. Intro to numpy.html
917 B
3. Learning Numpy/2. Creating arrays.mp4
13.05 MB
3. Learning Numpy/2. Creating arrays.srt
9.61 KB
3. Learning Numpy/3. Using arrays and scalars.mp4
7.94 MB
3. Learning Numpy/3. Using arrays and scalars.srt
6.53 KB
3. Learning Numpy/4. Indexing Arrays.mp4
26.16 MB
3. Learning Numpy/4. Indexing Arrays.srt
18.77 KB
3. Learning Numpy/5. Array Transposition.mp4
7.54 MB
3. Learning Numpy/5. Array Transposition.srt
4.96 KB
3. Learning Numpy/6. Universal Array Function.mp4
14.94 MB
3. Learning Numpy/6. Universal Array Function.srt
7.7 KB
3. Learning Numpy/7. Array Processing.mp4
41.03 MB
3. Learning Numpy/7. Array Processing.srt
24.36 KB
3. Learning Numpy/8. Array Input and Output.mp4
13.97 MB
3. Learning Numpy/8. Array Input and Output.srt
9.57 KB
4. Intro to Pandas/1. Series.mp4
24.75 MB
4. Intro to Pandas/1. Series.srt
16.54 KB
4. Intro to Pandas/10. Missing Data.mp4
18.93 MB
4. Intro to Pandas/10. Missing Data.srt
14.36 KB
4. Intro to Pandas/11. Index Hierarchy.mp4
24.03 MB
4. Intro to Pandas/11. Index Hierarchy.srt
17.52 KB
4. Intro to Pandas/2. DataFrames.mp4
52.86 MB
4. Intro to Pandas/2. DataFrames.srt
21.94 KB
4. Intro to Pandas/3. Index objects.mp4
9.23 MB
4. Intro to Pandas/3. Index objects.srt
5.78 KB
4. Intro to Pandas/4. Reindex.mp4
32.26 MB
4. Intro to Pandas/4. Reindex.srt
18.24 KB
4. Intro to Pandas/5. Drop Entry.mp4
9.25 MB
4. Intro to Pandas/5. Drop Entry.srt
6.77 KB
4. Intro to Pandas/6. Selecting Entries.mp4
18.12 MB
4. Intro to Pandas/6. Selecting Entries.srt
11.68 KB
4. Intro to Pandas/7. Data Alignment.mp4
17.7 MB
4. Intro to Pandas/7. Data Alignment.srt
12.21 KB
4. Intro to Pandas/8. Rank and Sort.mp4
9.45 MB
4. Intro to Pandas/8. Rank and Sort.srt
7.42 KB
4. Intro to Pandas/9. Summary Statistics.mp4
46.09 MB
4. Intro to Pandas/9. Summary Statistics.srt
29.41 KB
5. Working with Data Part 1/1. Reading and Writing Text Files.mp4
24.81 MB
5. Working with Data Part 1/1. Reading and Writing Text Files.srt
13.1 KB
5. Working with Data Part 1/2. JSON with Python.mp4
8.99 MB
5. Working with Data Part 1/2. JSON with Python.srt
5.65 KB
5. Working with Data Part 1/3. HTML with Python.mp4
13.46 MB
5. Working with Data Part 1/3. HTML with Python.srt
5.58 KB
5. Working with Data Part 1/4. Microsoft Excel files with Python.mp4
7.63 MB
5. Working with Data Part 1/4. Microsoft Excel files with Python.srt
5.29 KB
6. Working with Data Part 2/1. Merge.mp4
36.33 MB
6. Working with Data Part 2/1. Merge.srt
23.08 KB
6. Working with Data Part 2/10. Rename Index.mp4
10.09 MB
6. Working with Data Part 2/10. Rename Index.srt
7.33 KB
6. Working with Data Part 2/11. Binning.mp4
13.02 MB
6. Working with Data Part 2/11. Binning.srt
7.93 KB
6. Working with Data Part 2/12. Outliers.mp4
16.22 MB
6. Working with Data Part 2/12. Outliers.srt
8.33 KB
6. Working with Data Part 2/13. Permutation.mp4
8.74 MB
6. Working with Data Part 2/13. Permutation.srt
6.64 KB
6. Working with Data Part 2/2. Merge on Index.mp4
25.22 MB
6. Working with Data Part 2/2. Merge on Index.srt
14.5 KB
6. Working with Data Part 2/3. Concatenate.mp4
21.14 MB
6. Working with Data Part 2/3. Concatenate.srt
12.59 KB
6. Working with Data Part 2/4. Combining DataFrames.mp4
19.88 MB
6. Working with Data Part 2/4. Combining DataFrames.srt
12.78 KB
6. Working with Data Part 2/5. Reshaping.mp4
14.4 MB
6. Working with Data Part 2/5. Reshaping.srt
8.99 KB
6. Working with Data Part 2/6. Pivoting.mp4
17.98 MB
6. Working with Data Part 2/6. Pivoting.srt
8.46 KB
6. Working with Data Part 2/7. Duplicates in DataFrames.mp4
11.07 MB
6. Working with Data Part 2/7. Duplicates in DataFrames.srt
7.76 KB
6. Working with Data Part 2/8. Mapping.mp4
7.79 MB
6. Working with Data Part 2/8. Mapping.srt
5.2 KB
6. Working with Data Part 2/9. Replace.mp4
5.15 MB
6. Working with Data Part 2/9. Replace.srt
4.48 KB
7. Working with Data Part 3/1. GroupBy on DataFrames.mp4
36.32 MB
7. Working with Data Part 3/1. GroupBy on DataFrames.srt
22.19 KB
7. Working with Data Part 3/2. GroupBy on Dict and Series.mp4
23.31 MB
7. Working with Data Part 3/2. GroupBy on Dict and Series.srt
15.33 KB
7. Working with Data Part 3/3. Aggregation.mp4
43.79 MB
7. Working with Data Part 3/3. Aggregation.srt
18.19 KB
7. Working with Data Part 3/4. Splitting Applying and Combining.mp4
22.15 MB
7. Working with Data Part 3/4. Splitting Applying and Combining.srt
12.13 KB
7. Working with Data Part 3/5. Cross Tabulation.mp4
8.83 MB
7. Working with Data Part 3/5. Cross Tabulation.srt
6.76 KB
8. Data Visualization/1. Installing Seaborn.mp4
7.26 MB
8. Data Visualization/1. Installing Seaborn.srt
2.68 KB
8. Data Visualization/2. Histograms.mp4
20.26 MB
8. Data Visualization/2. Histograms.srt
12.63 KB
8. Data Visualization/3. Kernel Density Estimate Plots.mp4
61.86 MB
8. Data Visualization/3. Kernel Density Estimate Plots.srt
33.9 KB
8. Data Visualization/4. Combining Plot Styles.mp4
11.62 MB
8. Data Visualization/4. Combining Plot Styles.srt
8.39 KB
8. Data Visualization/5. Box and Violin Plots.mp4
18.29 MB
8. Data Visualization/5. Box and Violin Plots.srt
11.03 KB
8. Data Visualization/6. Regression Plots.mp4
34.85 MB
8. Data Visualization/6. Regression Plots.srt
24.9 KB
8. Data Visualization/7. Heatmaps and Clustered Matrices.mp4
39.05 MB
8. Data Visualization/7. Heatmaps and Clustered Matrices.srt
22.07 KB
9. Example Projects/1. Data Projects Preview.mp4
37.11 MB
9. Example Projects/1. Data Projects Preview.srt
5.24 KB
9. Example Projects/10. Data Project - Stock Market Analysis Part 3.mp4
40.01 MB
9. Example Projects/10. Data Project - Stock Market Analysis Part 3.srt
14.98 KB
9. Example Projects/11. Data Project - Stock Market Analysis Part 4.mp4
25.88 MB
9. Example Projects/11. Data Project - Stock Market Analysis Part 4.srt
9.62 KB
9. Example Projects/12. Data Project - Stock Market Analysis Part 5.mp4
93.98 MB
9. Example Projects/12. Data Project - Stock Market Analysis Part 5.srt
36.62 KB
9. Example Projects/13. Data Project - Intro to Election Analysis.mp4
24.19 MB
9. Example Projects/13. Data Project - Intro to Election Analysis.srt
3.58 KB
9. Example Projects/14. Data Project - Election Analysis Part 1.mp4
44.57 MB
9. Example Projects/14. Data Project - Election Analysis Part 1.srt
24.34 KB
9. Example Projects/15. Data Project - Election Analysis Part 2.mp4
56.39 MB
9. Example Projects/15. Data Project - Election Analysis Part 2.srt
27.83 KB
9. Example Projects/16. Data Project - Election Analysis Part 3.mp4
39.06 MB
9. Example Projects/16. Data Project - Election Analysis Part 3.srt
21.38 KB
9. Example Projects/17. Data Project - Election Analysis Part 4.mp4
158.88 MB
9. Example Projects/17. Data Project - Election Analysis Part 4.srt
30.47 KB
9. Example Projects/2. Intro to Data Projects.mp4
18.67 MB
9. Example Projects/2. Intro to Data Projects.srt
7.35 KB
9. Example Projects/2.1 First Data Project.txt
306 B
9. Example Projects/3. Titanic Project - Part 1.mp4
43.3 MB
9. Example Projects/3. Titanic Project - Part 1.srt
23.82 KB
9. Example Projects/3.1 First Data Project.txt
306 B
9. Example Projects/4. Titanic Project - Part 2.mp4
38.92 MB
9. Example Projects/4. Titanic Project - Part 2.srt
20.46 KB
9. Example Projects/5. Titanic Project - Part 3.mp4
35.08 MB
9. Example Projects/5. Titanic Project - Part 3.srt
18.88 KB
9. Example Projects/6. Titanic Project - Part 4.mp4
5.32 MB
9. Example Projects/6. Titanic Project - Part 4.srt
3.62 KB
9. Example Projects/7. Intro to Data Project - Stock Market Analysis.mp4
32.77 MB
9. Example Projects/7. Intro to Data Project - Stock Market Analysis.srt
5.22 KB
9. Example Projects/8. Data Project - Stock Market Analysis Part 1.mp4
32.41 MB
9. Example Projects/8. Data Project - Stock Market Analysis Part 1.srt
17.26 KB
9. Example Projects/9. Data Project - Stock Market Analysis Part 2.mp4
56.86 MB
9. Example Projects/9. Data Project - Stock Market Analysis Part 2.srt
25.5 KB
Read Me.txt
1.01 KB
[FreeAllCourse.Com].url
52 B
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