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[FreeAllCourse.Com] Udemy - Learning Python for Data Analysis and Visualization
magnet:?xt=urn:btih:b4c263049672d9a936f68c6365aa10c6463ccd50&dn=[FreeAllCourse.Com] Udemy - Learning Python for Data Analysis and Visualization
磁力链接详情
Hash值:
b4c263049672d9a936f68c6365aa10c6463ccd50
点击数:
132
文件大小:
3.89 GB
文件数量:
107
创建日期:
2020-9-18 04:41
最后访问:
2024-5-1 12:14
访问标签:
FreeAllCourse
Com
Udemy
-
Learning
Python
for
Data
Analysis
and
Visualization
文件列表详情
1. Intro to Course and Python/1. Course Intro.mp4 13.25 MB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4 46.17 MB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4 67.85 MB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4 73.53 MB
10. Machine Learning/12. Support Vector Machines Part 1.mp4 64.93 MB
10. Machine Learning/13. Support Vector Machines - Part 2.mp4 85.84 MB
10. Machine Learning/14. Naive Bayes Part 1.mp4 35.69 MB
10. Machine Learning/15. Naive Bayes Part 2.mp4 65.48 MB
10. Machine Learning/16. Decision Trees and Random Forests.mp4 152.94 MB
10. Machine Learning/17. Natural Language Processing Part 1.mp4 62.76 MB
10. Machine Learning/18. Natural Language Processing Part 2.mp4 59.73 MB
10. Machine Learning/19. Natural Language Processing Part 3.mp4 148.91 MB
10. Machine Learning/2. Linear Regression Part 1.mp4 58.66 MB
10. Machine Learning/20. Natural Language Processing Part 4.mp4 112.75 MB
10. Machine Learning/3. Linear Regression Part 2.mp4 52.52 MB
10. Machine Learning/4. Linear Regression Part 3.mp4 68.85 MB
10. Machine Learning/5. Linear Regression Part 4.mp4 78.64 MB
10. Machine Learning/6. Logistic Regression Part 1.mp4 71.8 MB
10. Machine Learning/7. Logistic Regression Part 2.mp4 51.81 MB
10. Machine Learning/8. Logistic Regression Part 3.mp4 39.67 MB
10. Machine Learning/9. Logistic Regression Part 4.mp4 97.94 MB
11. Appendix Statistics Overview/1. Intro to Appendix B.mp4 7.24 MB
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4 15.72 MB
11. Appendix Statistics Overview/11. Bayes Theorem.mp4 36.76 MB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4 21.83 MB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4 25.22 MB
11. Appendix Statistics Overview/4. Binomial Distribution.mp4 41.74 MB
11. Appendix Statistics Overview/5. Poisson Distribution.mp4 40.25 MB
11. Appendix Statistics Overview/6. Normal Distribution.mp4 19.43 MB
11. Appendix Statistics Overview/7. Sampling Techniques.mp4 22 MB
11. Appendix Statistics Overview/8. T-Distribution.mp4 16.35 MB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4 78.87 MB
12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4 43.76 MB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4 32.34 MB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4 28.13 MB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4 37.31 MB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4 43.82 MB
14. Appendix Python Special Offers/1. Python Overview Part 1.mp4 34.46 MB
14. Appendix Python Special Offers/2. Python Overview Part 2.mp4 21.89 MB
14. Appendix Python Special Offers/3. Python Overview Part 3.mp4 19.93 MB
2. Setup/1. Installation Setup and Overview.mp4 24.37 MB
2. Setup/2. IDEs and Course Resources.mp4 30.35 MB
2. Setup/3. iPythonJupyter Notebook Overview.mp4 68.96 MB
3. Learning Numpy/2. Creating arrays.mp4 13.05 MB
3. Learning Numpy/3. Using arrays and scalars.mp4 7.94 MB
3. Learning Numpy/4. Indexing Arrays.mp4 26.16 MB
3. Learning Numpy/5. Array Transposition.mp4 7.54 MB
3. Learning Numpy/6. Universal Array Function.mp4 14.94 MB
3. Learning Numpy/7. Array Processing.mp4 41.03 MB
3. Learning Numpy/8. Array Input and Output.mp4 13.97 MB
4. Intro to Pandas/1. Series.mp4 24.75 MB
4. Intro to Pandas/10. Missing Data.mp4 18.93 MB
4. Intro to Pandas/11. Index Hierarchy.mp4 24.03 MB
4. Intro to Pandas/2. DataFrames.mp4 52.86 MB
4. Intro to Pandas/3. Index objects.mp4 9.23 MB
4. Intro to Pandas/4. Reindex.mp4 32.26 MB
4. Intro to Pandas/5. Drop Entry.mp4 9.25 MB
4. Intro to Pandas/6. Selecting Entries.mp4 18.12 MB
4. Intro to Pandas/7. Data Alignment.mp4 17.7 MB
4. Intro to Pandas/8. Rank and Sort.mp4 9.45 MB
4. Intro to Pandas/9. Summary Statistics.mp4 46.09 MB
5. Working with Data Part 1/1. Reading and Writing Text Files.mp4 24.81 MB
5. Working with Data Part 1/2. JSON with Python.mp4 8.99 MB
5. Working with Data Part 1/3. HTML with Python.mp4 13.46 MB
5. Working with Data Part 1/4. Microsoft Excel files with Python.mp4 7.63 MB
6. Working with Data Part 2/1. Merge.mp4 36.33 MB
6. Working with Data Part 2/10. Rename Index.mp4 10.09 MB
6. Working with Data Part 2/11. Binning.mp4 13.02 MB
6. Working with Data Part 2/12. Outliers.mp4 16.22 MB
6. Working with Data Part 2/13. Permutation.mp4 8.74 MB
6. Working with Data Part 2/2. Merge on Index.mp4 25.22 MB
6. Working with Data Part 2/3. Concatenate.mp4 21.14 MB
6. Working with Data Part 2/4. Combining DataFrames.mp4 19.88 MB
6. Working with Data Part 2/5. Reshaping.mp4 14.4 MB
6. Working with Data Part 2/6. Pivoting.mp4 17.98 MB
6. Working with Data Part 2/7. Duplicates in DataFrames.mp4 11.07 MB
6. Working with Data Part 2/8. Mapping.mp4 7.79 MB
6. Working with Data Part 2/9. Replace.mp4 5.15 MB
7. Working with Data Part 3/1. GroupBy on DataFrames.mp4 36.32 MB
7. Working with Data Part 3/2. GroupBy on Dict and Series.mp4 23.31 MB
7. Working with Data Part 3/3. Aggregation.mp4 43.79 MB
7. Working with Data Part 3/4. Splitting Applying and Combining.mp4 22.15 MB
7. Working with Data Part 3/5. Cross Tabulation.mp4 8.83 MB
8. Data Visualization/1. Installing Seaborn.mp4 7.26 MB
8. Data Visualization/2. Histograms.mp4 20.26 MB
8. Data Visualization/3. Kernel Density Estimate Plots.mp4 61.86 MB
8. Data Visualization/4. Combining Plot Styles.mp4 11.62 MB
8. Data Visualization/5. Box and Violin Plots.mp4 18.29 MB
8. Data Visualization/6. Regression Plots.mp4 34.85 MB
8. Data Visualization/7. Heatmaps and Clustered Matrices.mp4 39.05 MB
9. Example Projects/1. Data Projects Preview.mp4 37.11 MB
9. Example Projects/10. Data Project - Stock Market Analysis Part 3.mp4 40.01 MB
9. Example Projects/11. Data Project - Stock Market Analysis Part 4.mp4 25.88 MB
9. Example Projects/12. Data Project - Stock Market Analysis Part 5.mp4 93.98 MB
9. Example Projects/13. Data Project - Intro to Election Analysis.mp4 24.19 MB
9. Example Projects/14. Data Project - Election Analysis Part 1.mp4 44.57 MB
9. Example Projects/15. Data Project - Election Analysis Part 2.mp4 56.39 MB
9. Example Projects/16. Data Project - Election Analysis Part 3.mp4 39.06 MB
9. Example Projects/17. Data Project - Election Analysis Part 4.mp4 158.88 MB
9. Example Projects/2. Intro to Data Projects.mp4 18.67 MB
9. Example Projects/3. Titanic Project - Part 1.mp4 43.3 MB
9. Example Projects/4. Titanic Project - Part 2.mp4 38.92 MB
9. Example Projects/5. Titanic Project - Part 3.mp4 35.08 MB
9. Example Projects/6. Titanic Project - Part 4.mp4 5.32 MB
9. Example Projects/7. Intro to Data Project - Stock Market Analysis.mp4 32.77 MB
9. Example Projects/8. Data Project - Stock Market Analysis Part 1.mp4 32.41 MB
9. Example Projects/9. Data Project - Stock Market Analysis Part 2.mp4 56.86 MB
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