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FreeTutorials Eu Udemy Python for Data Science and Machine Learning Bootcamp

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[FreeTutorials.Eu] Udemy - Python for Data Science and Machine Learning Bootcamp

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Total Size

3.9 GB

Total Files

302

Last Seen

2020-06-04 22:58

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E8A290D7FEAF230B81DA7827FA4D92DA74DBDCF5

/10. Python for Data Visualization - Pandas Built-in Data Visualization/

1. Pandas Built-in Data Visualization.mp4

32.9 MB

1. Pandas Built-in Data Visualization.vtt

19.0 KB

2. Pandas Data Visualization Exercise.mp4

5.4 MB

2. Pandas Data Visualization Exercise.vtt

2.1 KB

3. Pandas Data Visualization Exercise- Solutions.mp4

30.0 MB

3. Pandas Data Visualization Exercise- Solutions.vtt

12.2 KB

/11. Python for Data Visualization - Plotly and Cufflinks/

1. Introduction to Plotly and Cufflinks.mp4

13.1 MB

1. Introduction to Plotly and Cufflinks.vtt

5.1 KB

2. Plotly and Cufflinks.mp4

53.6 MB

2. Plotly and Cufflinks.vtt

25.3 KB

/12. Python for Data Visualization - Geographical Plotting/

1. Introduction to Geographical Plotting.mp4

2.0 MB

1. Introduction to Geographical Plotting.vtt

1.3 KB

2. Choropleth Maps - Part 1 - USA.mp4

48.4 MB

2. Choropleth Maps - Part 1 - USA.vtt

24.0 KB

3. Choropleth Maps - Part 2 - World.mp4

20.1 MB

3. Choropleth Maps - Part 2 - World.vtt

8.2 KB

4. Choropleth Exercises.mp4

11.7 MB

4. Choropleth Exercises.vtt

5.3 KB

5. Choropleth Exercises - Solutions.mp4

29.0 MB

5. Choropleth Exercises - Solutions.vtt

12.7 KB

/13. Data Capstone Project/

1. Welcome to the Data Capstone Projects!.mp4

4.2 MB

1. Welcome to the Data Capstone Projects!.vtt

0.6 KB

2. 911 Calls Project Overview.mp4

9.0 MB

2. 911 Calls Project Overview.vtt

3.4 KB

3. 911 Calls Solutions - Part 1.mp4

41.7 MB

3. 911 Calls Solutions - Part 1.vtt

19.0 KB

4. 911 Calls Solutions - Part 2.mp4

52.2 MB

4. 911 Calls Solutions - Part 2.vtt

24.2 KB

5.1 Download all_banks pickle file from this link.html

0.1 KB

5. Bank Data.html

0.4 KB

6. Finance Data Project Overview.mp4

12.8 MB

6. Finance Data Project Overview.vtt

5.0 KB

7. Finance Project - Solutions Part 1.mp4

49.6 MB

7. Finance Project - Solutions Part 1.vtt

22.3 KB

8. Finance Project - Solutions Part 2.mp4

47.9 MB

8. Finance Project - Solutions Part 2.vtt

23.2 KB

9. Finance Project - Solutions Part 3.mp4

17.4 MB

9. Finance Project - Solutions Part 3.vtt

8.2 KB

/14. Introduction to Machine Learning/

1. Welcome to the Machine Learning Section!.mp4

7.6 MB

1. Welcome to the Machine Learning Section!.vtt

0.9 KB

2.1 ISLR 6th Edition PDF (Machine Learning Textbook).html

0.1 KB

2.2 Python DS Presentations.zip.zip

2.9 MB

2. Link for ISLR.html

0.4 KB

3.1 Link for ISLR.html

0.1 KB

3. Introduction to Machine Learning.mp4

30.3 MB

3. Introduction to Machine Learning.vtt

15.8 KB

4. Machine Learning with Python.mp4

17.6 MB

4. Machine Learning with Python.vtt

13.0 KB

/15. Linear Regression/

1. Linear Regression Theory.mp4

9.0 MB

1. Linear Regression Theory.vtt

6.1 KB

2. model_selection Updates for SciKit Learn 0.18.html

0.8 KB

3. Linear Regression with Python - Part 1.mp4

45.4 MB

3. Linear Regression with Python - Part 1.vtt

23.9 KB

4. Linear Regression with Python - Part 2.mp4

16.8 MB

4. Linear Regression with Python - Part 2.vtt

9.3 KB

5. Linear Regression Project Overview.mp4

11.3 MB

5. Linear Regression Project Overview.vtt

3.7 KB

6. Linear Regression Project Solution.mp4

47.6 MB

6. Linear Regression Project Solution.vtt

23.9 KB

/16. Cross Validation and Bias-Variance Trade-Off/

1. Bias Variance Trade-Off.mp4

12.2 MB

1. Bias Variance Trade-Off.vtt

9.0 KB

/17. Logistic Regression/

1. Logistic Regression Theory.mp4

22.0 MB

1. Logistic Regression Theory.vtt

15.8 KB

2. Logistic Regression with Python - Part 1.mp4

43.4 MB

2. Logistic Regression with Python - Part 1.vtt

24.0 KB

3. Logistic Regression with Python - Part 2.mp4

35.9 MB

3. Logistic Regression with Python - Part 2.vtt

21.8 KB

4. Logistic Regression with Python - Part 3.mp4

17.8 MB

4. Logistic Regression with Python - Part 3.vtt

10.8 KB

5. Logistic Regression Project Overview.mp4

5.6 MB

5. Logistic Regression Project Overview.vtt

2.4 KB

6. Logistic Regression Project Solutions.mp4

31.7 MB

6. Logistic Regression Project Solutions.vtt

13.5 KB

/18. K Nearest Neighbors/

1. KNN Theory.mp4

10.4 MB

1. KNN Theory.vtt

7.4 KB

2. KNN with Python.mp4

48.2 MB

2. KNN with Python.vtt

24.4 KB

3. KNN Project Overview.mp4

5.2 MB

3. KNN Project Overview.vtt

2.0 KB

4. KNN Project Solutions.mp4

55.2 MB

4. KNN Project Solutions.vtt

17.6 KB

/19. Decision Trees and Random Forests/

1. Introduction to Tree Methods.mp4

12.6 MB

1. Introduction to Tree Methods.vtt

9.1 KB

2. Decision Trees and Random Forest with Python.mp4

42.1 MB

2. Decision Trees and Random Forest with Python.vtt

18.5 KB

3. Decision Trees and Random Forest Project Overview.mp4

12.5 MB

3. Decision Trees and Random Forest Project Overview.vtt

4.6 KB

4. Decision Trees and Random Forest Solutions Part 1.mp4

32.4 MB

4. Decision Trees and Random Forest Solutions Part 1.vtt

15.6 KB

5. Decision Trees and Random Forest Solutions Part 2.mp4

27.9 MB

5. Decision Trees and Random Forest Solutions Part 2.vtt

11.1 KB

/1. Course Introduction/

1. Introduction to the Course.mp4

30.4 MB

1. Introduction to the Course.vtt

5.5 KB

2. Course Help and Welcome.mp4

8.6 MB

2. Course Help and Welcome.vtt

1.1 KB

3.1 Py_DS_ML_Bootcamp-master.zip.zip

55.1 MB

3. Course FAQs.html

5.5 KB

/20. Support Vector Machines/

1. SVM Theory.mp4

9.2 MB

1. SVM Theory.vtt

6.1 KB

2. Support Vector Machines with Python.mp4

49.8 MB

2. Support Vector Machines with Python.vtt

22.7 KB

3. SVM Project Overview.mp4

9.0 MB

3. SVM Project Overview.vtt

3.5 KB

4. SVM Project Solutions.mp4

29.5 MB

4. SVM Project Solutions.vtt

12.1 KB

/21. K Means Clustering/

1. K Means Algorithm Theory.mp4

10.1 MB

1. K Means Algorithm Theory.vtt

7.0 KB

2. K Means with Python.mp4

31.4 MB

2. K Means with Python.vtt

15.9 KB

3. K Means Project Overview.mp4

9.6 MB

3. K Means Project Overview.vtt

4.4 KB

4. K Means Project Solutions.mp4

49.4 MB

4. K Means Project Solutions.vtt

20.8 KB

/22. Principal Component Analysis/

1. Principal Component Analysis.mp4

6.5 MB

1. Principal Component Analysis.vtt

4.5 KB

2. PCA with Python.mp4

45.3 MB

2. PCA with Python.vtt

21.6 KB

/23. Recommender Systems/

1. Recommender Systems.mp4

8.3 MB

1. Recommender Systems.vtt

6.3 KB

2. Recommender Systems with Python - Part 1.mp4

37.2 MB

2. Recommender Systems with Python - Part 1.vtt

17.8 KB

3. Recommender Systems with Python - Part 2.mp4

36.1 MB

3. Recommender Systems with Python - Part 2.vtt

15.7 KB

/24. Natural Language Processing/

1. Natural Language Processing Theory.mp4

9.3 MB

1. Natural Language Processing Theory.vtt

6.5 KB

2. NLP with Python - Part 1.mp4

42.1 MB

2. NLP with Python - Part 1.vtt

20.2 KB

3. NLP with Python - Part 2.mp4

44.0 MB

3. NLP with Python - Part 2.vtt

23.1 KB

4. NLP with Python - Part 3.mp4

39.5 MB

4. NLP with Python - Part 3.vtt

22.0 KB

5. NLP Project Overview.mp4

7.0 MB

5. NLP Project Overview.vtt

3.3 KB

6. NLP Project Solutions.mp4

50.4 MB

6. NLP Project Solutions.vtt

24.6 KB

/25. Big Data and Spark with Python/

10. Lambda Expressions Review.mp4

9.8 MB

10. Lambda Expressions Review.vtt

7.2 KB

11. Introduction to Spark and Python.mp4

16.5 MB

11. Introduction to Spark and Python.vtt

11.2 KB

12. RDD Transformations and Actions.mp4

58.4 MB

12. RDD Transformations and Actions.vtt

29.5 KB

1. Welcome to the Big Data Section!.mp4

5.5 MB

1. Welcome to the Big Data Section!.vtt

0.7 KB

2. Big Data Overview.mp4

10.4 MB

2. Big Data Overview.vtt

7.2 KB

3. Spark Overview.mp4

16.5 MB

3. Spark Overview.vtt

12.6 KB

4. Local Spark Set-Up.html

1.7 KB

5.1 Amazon Guide to Creating an AWS Account.html

0.1 KB

5. AWS Account Set-Up.mp4

11.4 MB

5. AWS Account Set-Up.vtt

6.3 KB

6. Quick Note on AWS Security.html

0.4 KB

7.1 Amazon Guide to Using PuTTY for Windows SSH.html

0.1 KB

7. EC2 Instance Set-Up.mp4

66.0 MB

7. EC2 Instance Set-Up.vtt

23.5 KB

8.1 Amazon Guide to SSH with Mac.html

0.1 KB

8. SSH with Mac or Linux.mp4

9.6 MB

8. SSH with Mac or Linux.vtt

7.3 KB

9.1 Step by Step Guide for PySpark Set-up.html

0.2 KB

9. PySpark Setup.mp4

63.3 MB

9. PySpark Setup.vtt

33.0 KB

/26. Neural Nets and Deep Learning/

10. Deep Learning Project - Solutions.mp4

99.2 MB

10. Deep Learning Project - Solutions.vtt

13.6 KB

1. Welcome to the Deep Learning Section!.mp4

5.1 MB

1. Welcome to the Deep Learning Section!.vtt

0.6 KB

2. Neural Network Theory.mp4

13.1 MB

2. Neural Network Theory.vtt

9.3 KB

3. What is TensorFlow.mp4

26.3 MB

3. What is TensorFlow.vtt

8.1 KB

4. Installing Tensorflow 1.10.mp4

7.6 MB

4. Installing Tensorflow 1.10.vtt

2.7 KB

5. TensorFlow Basics.mp4

32.5 MB

5. TensorFlow Basics.vtt

19.6 KB

6. MNIST - Part One.mp4

61.2 MB

6. MNIST - Part One.vtt

12.8 KB

7. MNIST - Part Two.mp4

98.7 MB

7. MNIST - Part Two.vtt

19.5 KB

8. Tensorflow Estimators.mp4

164.3 MB

8. Tensorflow Estimators.vtt

27.8 KB

9. Deep Learning Project.mp4

29.5 MB

9. Deep Learning Project.vtt

5.2 KB

/27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/

1. TensorFlow Installation.mp4

72.6 MB

1. TensorFlow Installation.vtt

35.1 KB

2. MNIST with Multi-Layer Perceptron - Part 1.mp4

22.8 MB

2. MNIST with Multi-Layer Perceptron - Part 1.vtt

16.1 KB

3. MNIST with Multi-Layer Perceptron - Part 2.mp4

38.3 MB

3. MNIST with Multi-Layer Perceptron - Part 2.vtt

20.8 KB

4. MNIST with Multi-Layer Perceptron - Part 3.mp4

46.5 MB

4. MNIST with Multi-Layer Perceptron - Part 3.vtt

23.9 KB

5. TensorFlow with ContribLearn.mp4

20.5 MB

5. TensorFlow with ContribLearn.vtt

11.9 KB

6. Tensorflow Project Exercise Overview.mp4

7.7 MB

6. Tensorflow Project Exercise Overview.vtt

3.6 KB

7. Tensorflow Project Exercise - Solutions.mp4

39.3 MB

7. Tensorflow Project Exercise - Solutions.vtt

18.6 KB

/28. BONUS DISCOUNT COUPONS FOR OTHER COURSES/

1. Bonus Lecture Coupons.html

3.3 KB

/2. Environment Set-Up/

1. Environment Set-up and Installation.mp4

23.4 MB

1. Environment Set-up and Installation.vtt

13.6 KB

/3. Jupyter Overview/

1. Updates to Notebook Zip.html

0.2 KB

2.1 Py-DS-ML-Bootcamp-master.zip.zip

55.1 MB

2. Jupyter Notebooks.mp4

33.5 MB

2. Jupyter Notebooks.vtt

20.7 KB

3. Optional Virtual Environments.mp4

19.9 MB

3. Optional Virtual Environments.vtt

14.1 KB

/4. Python Crash Course/

1. Welcome to the Python Crash Course Section!.mp4

4.1 MB

1. Welcome to the Python Crash Course Section!.vtt

0.5 KB

2. Introduction to Python Crash Course.mp4

2.8 MB

2. Introduction to Python Crash Course.vtt

2.1 KB

3. Python Crash Course - Part 1.mp4

37.5 MB

3. Python Crash Course - Part 1.vtt

24.9 KB

4. Python Crash Course - Part 2.mp4

30.3 MB

4. Python Crash Course - Part 2.vtt

20.4 KB

5. Python Crash Course - Part 3.mp4

33.3 MB

5. Python Crash Course - Part 3.vtt

21.2 KB

6. Python Crash Course - Part 4.mp4

30.7 MB

6. Python Crash Course - Part 4.vtt

19.5 KB

7. Python Crash Course Exercises - Overview.mp4

9.8 MB

7. Python Crash Course Exercises - Overview.vtt

5.5 KB

8. Python Crash Course Exercises - Solutions.mp4

28.6 MB

8. Python Crash Course Exercises - Solutions.vtt

15.0 KB

/5. Python for Data Analysis - NumPy/

1. Welcome to the NumPy Section!.mp4

2.6 MB

1. Welcome to the NumPy Section!.vtt

0.3 KB

2. Introduction to Numpy.mp4

4.4 MB

2. Introduction to Numpy.vtt

3.1 KB

3. Numpy Arrays.mp4

35.1 MB

3. Numpy Arrays.vtt

21.0 KB

4. Quick Note on Array Indexing.html

1.1 KB

5. Numpy Array Indexing.mp4

39.1 MB

5. Numpy Array Indexing.vtt

22.9 KB

6. Numpy Operations.mp4

26.7 MB

6. Numpy Operations.vtt

10.0 KB

7. Numpy Exercises Overview.mp4

10.2 MB

7. Numpy Exercises Overview.vtt

4.4 KB

8. Numpy Exercises Solutions.mp4

40.1 MB

8. Numpy Exercises Solutions.vtt

21.6 KB

/6. Python for Data Analysis - Pandas/

10. Operations.mp4

25.3 MB

10. Operations.vtt

16.2 KB

11. Data Input and Output.mp4

38.4 MB

11. Data Input and Output.vtt

19.2 KB

1. Welcome to the Pandas Section!.mp4

3.4 MB

1. Welcome to the Pandas Section!.vtt

0.4 KB

2. Introduction to Pandas.mp4

3.3 MB

2. Introduction to Pandas.vtt

2.4 KB

3. Series.mp4

21.3 MB

3. Series.vtt

14.2 KB

4. DataFrames - Part 1.mp4

41.7 MB

4. DataFrames - Part 1.vtt

19.5 KB

5. DataFrames - Part 2.mp4

44.1 MB

5. DataFrames - Part 2.vtt

22.8 KB

6. DataFrames - Part 3.mp4

21.9 MB

6. DataFrames - Part 3.vtt

11.5 KB

7. Missing Data.mp4

12.7 MB

7. Missing Data.vtt

8.0 KB

8. Groupby.mp4

15.5 MB

8. Groupby.vtt

9.2 KB

9. Merging Joining and Concatenating.mp4

27.4 MB

9. Merging Joining and Concatenating.vtt

12.6 KB

/7. Python for Data Analysis - Pandas Exercises/

1. SF Salaries Exercise Overview.mp4

7.1 MB

1. SF Salaries Exercise Overview.vtt

3.1 KB

2. Note on SF Salary Exercise.html

0.6 KB

3. SF Salaries Solutions.mp4

44.8 MB

3. SF Salaries Solutions.vtt

18.8 KB

4. Ecommerce Purchases Exercise Overview.mp4

7.8 MB

4. Ecommerce Purchases Exercise Overview.vtt

3.5 KB

5. Ecommerce Purchases Exercise Solutions.mp4

45.2 MB

5. Ecommerce Purchases Exercise Solutions.vtt

19.4 KB

/8. Python for Data Visualization - Matplotlib/

1. Welcome to the Data Visualization Section!.mp4

5.4 MB

1. Welcome to the Data Visualization Section!.vtt

0.7 KB

2. Introduction to Matplotlib.mp4

13.3 MB

2. Introduction to Matplotlib.vtt

4.8 KB

3. Matplotlib Part 1.mp4

37.9 MB

3. Matplotlib Part 1.vtt

22.9 KB

4. Matplotlib Part 2.mp4

33.1 MB

4. Matplotlib Part 2.vtt

19.6 KB

5. Matplotlib Part 3.mp4

28.6 MB

5. Matplotlib Part 3.vtt

16.2 KB

6. Matplotlib Exercises Overview.mp4

6.1 MB

6. Matplotlib Exercises Overview.vtt

2.4 KB

7. Matplotlib Exercises - Solutions.mp4

29.1 MB

7. Matplotlib Exercises - Solutions.vtt

11.7 KB

/9. Python for Data Visualization - Seaborn/

1.1 Link to Seaborn Documentation (updated).html

0.1 KB

1. Introduction to Seaborn.mp4

9.5 MB

1. Introduction to Seaborn.vtt

4.2 KB

2. Distribution Plots.mp4

53.9 MB

2. Distribution Plots.vtt

26.1 KB

3. Categorical Plots.mp4

40.4 MB

3. Categorical Plots.vtt

23.8 KB

4. Matrix Plots.mp4

23.4 MB

4. Matrix Plots.vtt

13.4 KB

5. Grids.mp4

20.8 MB

5. Grids.vtt

11.7 KB

6. Regression Plots.mp4

16.2 MB

6. Regression Plots.vtt

9.5 KB

7. Style and Color.mp4

19.9 MB

7. Style and Color.vtt

11.2 KB

8. Seaborn Exercise Overview.mp4

7.0 MB

8. Seaborn Exercise Overview.vtt

2.7 KB

9. Seaborn Exercise Solutions.mp4

21.0 MB

9. Seaborn Exercise Solutions.vtt

9.3 KB

/

[FreeCoursesOnline.Me].url

0.1 KB

[FreeTutorials.Eu].url

0.1 KB

[FTU Forum].url

1.4 KB

 

Total files 302


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