1. Intro to Course and Python/1. Course Intro.mp4
5.9MB
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1. Intro to Course and Python/1. Course Intro.vtt
5.25KB
1. Intro to Course and Python/2. Course FAQs.html
6.95KB
10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.mp4
17.93MB
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10. Machine Learning/1. Introduction to Machine Learning with SciKit Learn.vtt
17.84KB
10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.mp4
26.81MB
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10. Machine Learning/10. Multi Class Classification Part 1 - Logistic Regression.vtt
20.83KB
10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.mp4
30.63MB
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10. Machine Learning/11. Multi Class Classification Part 2 - k Nearest Neighbor.vtt
25.51KB
10. Machine Learning/12. Support Vector Machines Part 1.mp4
23.54MB
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10. Machine Learning/12. Support Vector Machines Part 1.vtt
16.75KB
10. Machine Learning/13. Support Vector Machines - Part 2.mp4
35.95MB
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10. Machine Learning/13. Support Vector Machines - Part 2.vtt
31.08KB
10. Machine Learning/14. Naive Bayes Part 1.mp4
14.05MB
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10. Machine Learning/14. Naive Bayes Part 1.vtt
12.85KB
10. Machine Learning/15. Naive Bayes Part 2.mp4
23.24MB
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10. Machine Learning/15. Naive Bayes Part 2.vtt
14.97KB
10. Machine Learning/16. Decision Trees and Random Forests.mp4
152.94MB
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10. Machine Learning/16. Decision Trees and Random Forests.vtt
37.52KB
10. Machine Learning/17. Natural Language Processing Part 1.mp4
43.88MB
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10. Machine Learning/17. Natural Language Processing Part 1.vtt
9.69KB
10. Machine Learning/18. Natural Language Processing Part 2.mp4
59.74MB
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10. Machine Learning/18. Natural Language Processing Part 2.vtt
18.56KB
10. Machine Learning/19. Natural Language Processing Part 3.mp4
92.56MB
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10. Machine Learning/19. Natural Language Processing Part 3.vtt
25KB
10. Machine Learning/2. Linear Regression Part 1.mp4
24.17MB
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10. Machine Learning/2. Linear Regression Part 1.vtt
10.89MB
10. Machine Learning/20. Natural Language Processing Part 4.mp4
67.12MB
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10. Machine Learning/20. Natural Language Processing Part 4.vtt
18.54KB
10. Machine Learning/3. Linear Regression Part 2.mp4
22.46MB
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10. Machine Learning/3. Linear Regression Part 2.vtt
22.46MB
10. Machine Learning/4. Linear Regression Part 3.mp4
27.19MB
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10. Machine Learning/4. Linear Regression Part 3.vtt
23.33KB
10. Machine Learning/5. Linear Regression Part 4.mp4
30.87MB
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10. Machine Learning/5. Linear Regression Part 4.vtt
29.49KB
10. Machine Learning/6. Logistic Regression Part 1.mp4
25.03MB
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10. Machine Learning/6. Logistic Regression Part 1.vtt
18.28KB
10. Machine Learning/7. Logistic Regression Part 2.mp4
20.8MB
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10. Machine Learning/7. Logistic Regression Part 2.vtt
16.81KB
10. Machine Learning/8. Logistic Regression Part 3.mp4
16.54MB
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10. Machine Learning/8. Logistic Regression Part 3.vtt
13.04KB
10. Machine Learning/9. Logistic Regression Part 4.mp4
35.26MB
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10. Machine Learning/9. Logistic Regression Part 4.vtt
24.52KB
11. Appendix Statistics Overview/1. Intro to Appendix B.mp4
2.97MB
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11. Appendix Statistics Overview/1. Intro to Appendix B.vtt
4.23KB
11. Appendix Statistics Overview/1.1 Viewer Link For Stats Notes.txt
121B
11. Appendix Statistics Overview/10. Chi Square Test and Distribution.mp4
5.61MB
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11. Appendix Statistics Overview/10. Chi Square Test and Distribution.vtt
3.89KB
11. Appendix Statistics Overview/11. Bayes Theorem.mp4
14.47MB
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11. Appendix Statistics Overview/11. Bayes Theorem.vtt
12.69KB
11. Appendix Statistics Overview/2. Discrete Uniform Distribution.mp4
8.67MB
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11. Appendix Statistics Overview/2. Discrete Uniform Distribution.vtt
9.24KB
11. Appendix Statistics Overview/3. Continuous Uniform Distribution.mp4
9.87MB
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11. Appendix Statistics Overview/3. Continuous Uniform Distribution.vtt
9.76KB
11. Appendix Statistics Overview/4. Binomial Distribution.mp4
17.02MB
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11. Appendix Statistics Overview/4. Binomial Distribution.vtt
17.58KB
11. Appendix Statistics Overview/5. Poisson Distribution.mp4
16MB
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11. Appendix Statistics Overview/5. Poisson Distribution.vtt
15.54KB
11. Appendix Statistics Overview/6. Normal Distribution.mp4
8.29MB
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11. Appendix Statistics Overview/6. Normal Distribution.vtt
8.7KB
11. Appendix Statistics Overview/7. Sampling Techniques.mp4
8.13MB
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11. Appendix Statistics Overview/7. Sampling Techniques.vtt
7.08KB
11. Appendix Statistics Overview/8. T-Distribution.mp4
6.66MB
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11. Appendix Statistics Overview/8. T-Distribution.vtt
7.14KB
11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.mp4
30.69MB
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11. Appendix Statistics Overview/9. Hypothesis Testing and Confidence Intervals.vtt
25.16KB
12. Appendix SQL and Python/1. Introduction to SQL with Python.mp4
16.4MB
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12. Appendix SQL and Python/1. Introduction to SQL with Python.vtt
14.94KB
12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.mp4
13.46MB
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12. Appendix SQL and Python/2. SQL - SELECT,DISTINCT,WHERE,AND & OR.vtt
13.79KB
12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.mp4
11.72MB
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12. Appendix SQL and Python/3. SQL WILDCARDS, ORDER BY, GROUP BY and Aggregate Functions.vtt
11.78KB
13. Appendix Web Scraping with Python/1. Web Scraping Part 1.mp4
14.54MB
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13. Appendix Web Scraping with Python/1. Web Scraping Part 1.vtt
16.26KB
13. Appendix Web Scraping with Python/2. Web Scraping Part 2.mp4
17.38MB
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14.58KB
14. Appendix Python Special Offers/1. Python Overview Part 1.mp4
17.4MB
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20.85KB
14. Appendix Python Special Offers/2. Python Overview Part 2.mp4
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14.65KB
14. Appendix Python Special Offers/3. Python Overview Part 3.mp4
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12.88KB
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5.99KB
2. Setup/1. Installation Setup and Overview.mp4
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39.45MB
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2. Setup/3.1 Lecture 4 Info.txt
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21.85MB
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5. Working with Data Part 1/2. JSON with Python.mp4
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4.86KB
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18.58MB
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6.25MB
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7.24KB
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7.52MB
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7.59KB
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4.57MB
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5.68KB
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12.31MB
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13.15KB
6. Working with Data Part 2/3. Concatenate.mp4
9.76MB
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6. Working with Data Part 2/3. Concatenate.vtt
11.46KB
6. Working with Data Part 2/4. Combining DataFrames.mp4
9.65MB
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6. Working with Data Part 2/4. Combining DataFrames.vtt
11.55KB
6. Working with Data Part 2/5. Reshaping.mp4
7.11MB
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6. Working with Data Part 2/5. Reshaping.vtt
8.18KB
6. Working with Data Part 2/6. Pivoting.mp4
7.13MB
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6. Working with Data Part 2/6. Pivoting.vtt
7.76KB
6. Working with Data Part 2/7. Duplicates in DataFrames.mp4
5.46MB
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6. Working with Data Part 2/7. Duplicates in DataFrames.vtt
7.09KB
6. Working with Data Part 2/8. Mapping.mp4
3.86MB
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6. Working with Data Part 2/8. Mapping.vtt
4.75KB
6. Working with Data Part 2/9. Replace.mp4
2.71MB
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6. Working with Data Part 2/9. Replace.vtt
4.1KB
7. Working with Data Part 3/1. GroupBy on DataFrames.mp4
17.17MB
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7. Working with Data Part 3/1. GroupBy on DataFrames.vtt
19.96KB
7. Working with Data Part 3/2. GroupBy on Dict and Series.mp4
11.84MB
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7. Working with Data Part 3/2. GroupBy on Dict and Series.vtt
13.9KB
7. Working with Data Part 3/3. Aggregation.mp4
18.65MB
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7. Working with Data Part 3/3. Aggregation.vtt
16.49KB
7. Working with Data Part 3/4. Splitting Applying and Combining.mp4
10.58MB
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7. Working with Data Part 3/4. Splitting Applying and Combining.vtt
11.02KB
7. Working with Data Part 3/5. Cross Tabulation.mp4
4.51MB
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7. Working with Data Part 3/5. Cross Tabulation.vtt
6.17KB
8. Data Visualization/1. Installing Seaborn.mp4
2.4MB
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8. Data Visualization/1. Installing Seaborn.vtt
2.47KB
8. Data Visualization/2. Histograms.mp4
9.38MB
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8. Data Visualization/2. Histograms.vtt
11.5KB
8. Data Visualization/3. Kernel Density Estimate Plots.mp4
27.03MB
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8. Data Visualization/3. Kernel Density Estimate Plots.vtt
30.72KB
8. Data Visualization/4. Combining Plot Styles.mp4
5.72MB
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8. Data Visualization/4. Combining Plot Styles.vtt
7.62KB
8. Data Visualization/5. Box and Violin Plots.mp4
8.7MB
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8. Data Visualization/5. Box and Violin Plots.vtt
10.1KB
8. Data Visualization/6. Regression Plots.mp4
17.42MB
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8. Data Visualization/6. Regression Plots.vtt
22.46KB
8. Data Visualization/7. Heatmaps and Clustered Matrices.mp4
18.26MB
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8. Data Visualization/7. Heatmaps and Clustered Matrices.vtt
19.92KB
9. Example Projects/1. Data Projects Preview.mp4
25.8MB
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4.82KB
9. Example Projects/10. Data Project - Stock Market Analysis Part 3.mp4
16.61MB
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9. Example Projects/10. Data Project - Stock Market Analysis Part 3.vtt
13.62KB
9. Example Projects/11. Data Project - Stock Market Analysis Part 4.mp4
9.8MB
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8.8KB
9. Example Projects/12. Data Project - Stock Market Analysis Part 5.mp4
36.83MB
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33.2KB
9. Example Projects/13. Data Project - Intro to Election Analysis.mp4
14.91MB
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14.91MB
9. Example Projects/14. Data Project - Election Analysis Part 1.mp4
19.41MB
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22.1KB
9. Example Projects/15. Data Project - Election Analysis Part 2.mp4
24.9MB
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9. Example Projects/15. Data Project - Election Analysis Part 2.vtt
25.28KB
9. Example Projects/16. Data Project - Election Analysis Part 3.mp4
17.12MB
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9. Example Projects/16. Data Project - Election Analysis Part 3.vtt
19.43KB
9. Example Projects/17. Data Project - Election Analysis Part 4.mp4
82.1MB
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9. Example Projects/17. Data Project - Election Analysis Part 4.vtt
26.66KB
9. Example Projects/2. Intro to Data Projects.mp4
6.66MB
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9. Example Projects/2. Intro to Data Projects.vtt
6.75KB
9. Example Projects/2.1 First Data Project.txt
306B
9. Example Projects/3. Titanic Project - Part 1.mp4
18.82MB
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9. Example Projects/3. Titanic Project - Part 1.vtt
21.6KB
9. Example Projects/3.1 First Data Project.txt
306B
9. Example Projects/4. Titanic Project - Part 2.mp4
17.52MB
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9. Example Projects/4. Titanic Project - Part 2.vtt
18.61KB
9. Example Projects/5. Titanic Project - Part 3.mp4
16.2MB
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17.19KB
9. Example Projects/6. Titanic Project - Part 4.mp4
2.46MB
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9. Example Projects/6. Titanic Project - Part 4.vtt
3.33KB
9. Example Projects/7. Intro to Data Project - Stock Market Analysis.mp4
10.37MB
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9. Example Projects/7. Intro to Data Project - Stock Market Analysis.vtt
4.78KB
9. Example Projects/8. Data Project - Stock Market Analysis Part 1.mp4
13.64MB
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9. Example Projects/8. Data Project - Stock Market Analysis Part 1.vtt
15.64KB
9. Example Projects/9. Data Project - Stock Market Analysis Part 2.mp4
23.43MB
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9. Example Projects/9. Data Project - Stock Market Analysis Part 2.vtt
23.15KB
[FreeCourseLab.com].url
126B