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[Tutorialsplanet NET] Udemy - Python for Data Science and Machine Learning Bootcamp

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Title: UdemyGroup: NOGRPSource: Udemy
Info Hash
3787FE8A19C264C72A4D7D6B81180C98BD76EFB6
Source
Unverified
Total Size
5.11 GB
Total Files
100
Seeders
0
Leechers
2
Health
Score
2
Type
Bookware

File List

FileSize
1. Course Introduction/1. Introduction to the Course.mp429.04 MB
1. Course Introduction/1. Introduction to the Course.srt5.9 KB
1. Course Introduction/2. Course Help and Welcome.mp48.26 MB
1. Course Introduction/2. Course Help and Welcome.srt1.15 KB
1. Course Introduction/3. Course FAQs.html5.34 KB
1. Course Introduction/3.1 Py_DS_ML_Bootcamp-master.zip52.5 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.mp431.35 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/1. Pandas Built-in Data Visualization.srt20.81 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.mp45.16 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/2. Pandas Data Visualization Exercise.srt2.27 KB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.mp428.61 MB
10. Python for Data Visualization - Pandas Built-in Data Visualization/3. Pandas Data Visualization Exercise- Solutions.srt13.3 KB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.mp412.51 MB
11. Python for Data Visualization - Plotly and Cufflinks/1. Introduction to Plotly and Cufflinks.srt5.47 KB
11. Python for Data Visualization - Plotly and Cufflinks/2. READ ME FIRST BEFORE PLOTLY PLEASE!.html1.5 KB
11. Python for Data Visualization - Plotly and Cufflinks/3. Plotly and Cufflinks.mp451.16 MB
11. Python for Data Visualization - Plotly and Cufflinks/3. Plotly and Cufflinks.srt27.72 KB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.mp41.94 MB
12. Python for Data Visualization - Geographical Plotting/1. Introduction to Geographical Plotting.srt1.36 KB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.mp446.16 MB
12. Python for Data Visualization - Geographical Plotting/2. Choropleth Maps - Part 1 - USA.srt26.28 KB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.mp419.2 MB
12. Python for Data Visualization - Geographical Plotting/3. Choropleth Maps - Part 2 - World.srt8.88 KB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.mp411.16 MB
12. Python for Data Visualization - Geographical Plotting/4. Choropleth Exercises.srt5.74 KB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.mp427.64 MB
12. Python for Data Visualization - Geographical Plotting/5. Choropleth Exercises - Solutions.srt13.89 KB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.mp43.99 MB
13. Data Capstone Project/1. Welcome to the Data Capstone Projects!.srt614 B
13. Data Capstone Project/2. 911 Calls Project Overview.mp48.57 MB
13. Data Capstone Project/2. 911 Calls Project Overview.srt3.64 KB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.mp439.8 MB
13. Data Capstone Project/3. 911 Calls Solutions - Part 1.srt20.88 KB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp449.79 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.srt26.49 KB
13. Data Capstone Project/5. Bank Data.html363 B
13. Data Capstone Project/5.1 Download all_banks pickle file from this link.html117 B
13. Data Capstone Project/6. Finance Data Project Overview.mp412.21 MB
13. Data Capstone Project/6. Finance Data Project Overview.srt5.41 KB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp447.27 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.srt24.32 KB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.mp445.72 MB
13. Data Capstone Project/8. Finance Project - Solutions Part 2.srt25.24 KB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.mp416.57 MB
13. Data Capstone Project/9. Finance Project - Solutions Part 3.srt8.88 KB
14. Introduction to Machine Learning/1. Welcome to Machine Learning. Here are a few resources to get you started!.html847 B
14. Introduction to Machine Learning/1.1 Slides for this section to view (please do not request edit access).html138 B
14. Introduction to Machine Learning/1.2 ISLR 6th Edition PDF (Machine Learning Textbook).html123 B
14. Introduction to Machine Learning/1.3 Python DS Presentations.zip2.8 MB
14. Introduction to Machine Learning/2. Welcome to the Machine Learning Section!.mp47.21 MB
14. Introduction to Machine Learning/2. Welcome to the Machine Learning Section!.srt991 B
14. Introduction to Machine Learning/3. Supervised Learning Overview.mp440.05 MB
14. Introduction to Machine Learning/3. Supervised Learning Overview.srt12.25 KB
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.mp482.72 MB
14. Introduction to Machine Learning/4. Evaluating Performance - Classification Error Metrics.srt24.71 KB
14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.mp423.7 MB
14. Introduction to Machine Learning/5. Evaluating Performance - Regression Error Metrics.srt8.4 KB
14. Introduction to Machine Learning/6. Machine Learning with Python.mp416.8 MB
14. Introduction to Machine Learning/6. Machine Learning with Python.srt14.15 KB
15. Linear Regression/1. Linear Regression Theory.mp48.56 MB
15. Linear Regression/1. Linear Regression Theory.srt6.65 KB
15. Linear Regression/2. model_selection Updates for SciKit Learn 0.18.html845 B
15. Linear Regression/3. Linear Regression with Python - Part 1.mp443.32 MB
15. Linear Regression/3. Linear Regression with Python - Part 1.srt26.06 KB
15. Linear Regression/4. Linear Regression with Python - Part 2.mp416.06 MB
15. Linear Regression/4. Linear Regression with Python - Part 2.srt10.08 KB
15. Linear Regression/5. Linear Regression Project Overview.mp410.8 MB
15. Linear Regression/5. Linear Regression Project Overview.srt3.97 KB
15. Linear Regression/6. Linear Regression Project Solution.mp445.39 MB
15. Linear Regression/6. Linear Regression Project Solution.srt26.08 KB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.mp411.61 MB
16. Cross Validation and Bias-Variance Trade-Off/1. Bias Variance Trade-Off.srt9.71 KB
17. Logistic Regression/1. Logistic Regression Theory.mp421.02 MB
17. Logistic Regression/1. Logistic Regression Theory.srt17.29 KB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.mp441.42 MB
17. Logistic Regression/2. Logistic Regression with Python - Part 1.srt26.22 KB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.mp434.22 MB
17. Logistic Regression/3. Logistic Regression with Python - Part 2.srt23.79 KB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.mp416.96 MB
17. Logistic Regression/4. Logistic Regression with Python - Part 3.srt11.75 KB
17. Logistic Regression/5. Logistic Regression Project Overview.mp45.31 MB
17. Logistic Regression/5. Logistic Regression Project Overview.srt2.58 KB
17. Logistic Regression/6. Logistic Regression Project Solutions.mp430.2 MB
17. Logistic Regression/6. Logistic Regression Project Solutions.srt14.72 KB
18. K Nearest Neighbors/1. KNN Theory.mp49.91 MB
18. K Nearest Neighbors/1. KNN Theory.srt8.01 KB
18. K Nearest Neighbors/2. KNN with Python.mp445.96 MB
18. K Nearest Neighbors/2. KNN with Python.srt26.68 KB
18. K Nearest Neighbors/3. KNN Project Overview.mp44.99 MB
18. K Nearest Neighbors/3. KNN Project Overview.srt2.19 KB
18. K Nearest Neighbors/4. KNN Project Solutions.mp452.66 MB
18. K Nearest Neighbors/4. KNN Project Solutions.srt19.22 KB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.mp412.07 MB
19. Decision Trees and Random Forests/1. Introduction to Tree Methods.srt9.92 KB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.mp440.09 MB
19. Decision Trees and Random Forests/2. Decision Trees and Random Forest with Python.srt20.13 KB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.mp411.97 MB
19. Decision Trees and Random Forests/3. Decision Trees and Random Forest Project Overview.srt4.98 KB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.mp430.86 MB
19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt17.14 KB

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