[FreeCourseSite.com] Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn

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0. Websites you may like/[CourseClub.ME].url

122 B

0. Websites you may like/[FCS Forum].url

133 B

0. Websites you may like/[FreeCourseSite.com].url

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1. Introduction/1. Course Introduction.mp4

14 MB

1. Introduction/1. Course Introduction.srt

4.5 kB

1. Introduction/2. How to Download Course Notebooks.mp4

38 MB

1. Introduction/2. How to Download Course Notebooks.srt

6.2 kB

1. Introduction/2.1 How to download course notebooks.pdf

140 kB

1. Introduction/3. Overview of Course Curriculum.mp4

27 MB

1. Introduction/3. Overview of Course Curriculum.srt

5.9 kB

10. Module 10 Data Wrangling1 Hierarchical Indexing/1. Hierarchical Indexing.mp4

31 MB

10. Module 10 Data Wrangling1 Hierarchical Indexing/1. Hierarchical Indexing.srt

6.5 kB

10. Module 10 Data Wrangling1 Hierarchical Indexing/2. Reordering and Sorting Index Levels.mp4

14 MB

10. Module 10 Data Wrangling1 Hierarchical Indexing/2. Reordering and Sorting Index Levels.srt

3.0 kB

10. Module 10 Data Wrangling1 Hierarchical Indexing/3. Summary Statistics by Level.mp4

17 MB

10. Module 10 Data Wrangling1 Hierarchical Indexing/3. Summary Statistics by Level.srt

4.1 kB

10. Module 10 Data Wrangling1 Hierarchical Indexing/4. Indexing with Columns in Dataframe.mp4

23 MB

10. Module 10 Data Wrangling1 Hierarchical Indexing/4. Indexing with Columns in Dataframe.srt

5.0 kB

10. Module 10 Data Wrangling1 Hierarchical Indexing/5. Short Quiz.html

213 B

11. Module 11 Data Wrangling2 Combining and Merging Datasets/1. Merging Datasets on Keys (common columns).mp4

37 MB

11. Module 11 Data Wrangling2 Combining and Merging Datasets/1. Merging Datasets on Keys (common columns).srt

8.2 kB

11. Module 11 Data Wrangling2 Combining and Merging Datasets/2. Merging Datasets on Index.mp4

15 MB

11. Module 11 Data Wrangling2 Combining and Merging Datasets/2. Merging Datasets on Index.srt

3.1 kB

11. Module 11 Data Wrangling2 Combining and Merging Datasets/3. Concatenating Along an Axis.mp4

30 MB

11. Module 11 Data Wrangling2 Combining and Merging Datasets/3. Concatenating Along an Axis.srt

7.2 kB

11. Module 11 Data Wrangling2 Combining and Merging Datasets/4. Short Quiz.html

213 B

12. Module 12 Data Wrangling3 Reshaping and Pivoting/1. Reshaping by Stacking and Unstacking.mp4

26 MB

12. Module 12 Data Wrangling3 Reshaping and Pivoting/1. Reshaping by Stacking and Unstacking.srt

5.6 kB

12. Module 12 Data Wrangling3 Reshaping and Pivoting/2. Reshaping by Melting (Wide to Long ).mp4

9.5 MB

12. Module 12 Data Wrangling3 Reshaping and Pivoting/2. Reshaping by Melting (Wide to Long ).srt

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12. Module 12 Data Wrangling3 Reshaping and Pivoting/3. Reshaping by Pivoting (Long to Wide).mp4

29 MB

12. Module 12 Data Wrangling3 Reshaping and Pivoting/3. Reshaping by Pivoting (Long to Wide).srt

6.4 kB

12. Module 12 Data Wrangling3 Reshaping and Pivoting/4. Short Quiz.html

213 B

13. Module 13 Data Visualization with Matplotlib and Seaborn/1. Introducing Matplotlib Library.mp4

12 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/1. Introducing Matplotlib Library.srt

3.2 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/10. Bar Plots with Dataframes.mp4

21 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/10. Bar Plots with Dataframes.srt

4.2 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/11. Bar Plots with Seaborn.mp4

26 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/11. Bar Plots with Seaborn.srt

5.6 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/12. Histograms and Density Plots.mp4

28 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/12. Histograms and Density Plots.srt

5.1 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/13. Scatter Plots and Pair Plots.mp4

36 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/13. Scatter Plots and Pair Plots.srt

5.4 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/14. Factor Plots for Categorical Data.mp4

27 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/14. Factor Plots for Categorical Data.srt

6.4 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/15. Short Quiz.html

213 B

13. Module 13 Data Visualization with Matplotlib and Seaborn/2. Creating Figures and Subplots.mp4

31 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/2. Creating Figures and Subplots.srt

6.7 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/3. Changing Colors, Markers and Linestyle.mp4

22 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/3. Changing Colors, Markers and Linestyle.srt

4.0 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/4. Customizing Ticks and Labels.mp4

29 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/4. Customizing Ticks and Labels.srt

4.9 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/5. Adding Legends.mp4

25 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/5. Adding Legends.srt

4.4 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/6. Adding Texts and Arrows on a Plot.mp4

23 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/6. Adding Texts and Arrows on a Plot.srt

4.9 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/7. Adding Annotations and Drawings on a Plot.mp4

32 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/7. Adding Annotations and Drawings on a Plot.srt

7.6 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/8. Saving Plots to a File.mp4

18 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/8. Saving Plots to a File.srt

3.9 kB

13. Module 13 Data Visualization with Matplotlib and Seaborn/9. Line Plots with Dataframe.mp4

27 MB

13. Module 13 Data Visualization with Matplotlib and Seaborn/9. Line Plots with Dataframe.srt

4.8 kB

14. Module 14 Time Series/1. Date and time Data types.mp4

20 MB

14. Module 14 Time Series/1. Date and time Data types.srt

4.5 kB

14. Module 14 Time Series/2. Converting Between String and Datetime.mp4

26 MB

14. Module 14 Time Series/2. Converting Between String and Datetime.srt

5.3 kB

14. Module 14 Time Series/3. Basics of Time Series.mp4

33 MB

14. Module 14 Time Series/3. Basics of Time Series.srt

7.4 kB

14. Module 14 Time Series/4. Generating Date Ranges.mp4

30 MB

14. Module 14 Time Series/4. Generating Date Ranges.srt

4.6 kB

14. Module 14 Time Series/5. Shifting Data Through Time (Lagging and Leading).mp4

33 MB

14. Module 14 Time Series/5. Shifting Data Through Time (Lagging and Leading).srt

6.6 kB

14. Module 14 Time Series/6. Handling Time Zone.mp4

34 MB

14. Module 14 Time Series/6. Handling Time Zone.srt

5.7 kB

14. Module 14 Time Series/7. Resampling and Frequency Conversion.mp4

23 MB

14. Module 14 Time Series/7. Resampling and Frequency Conversion.srt

5.5 kB

14. Module 14 Time Series/8. Rolling and Moving Windows.mp4

30 MB

14. Module 14 Time Series/8. Rolling and Moving Windows.srt

6.7 kB

14. Module 14 Time Series/9. Short Quiz.html

213 B

15. Module 15 Real World Data Analysis Example/1. Housing Dataset Analysis -Part One.mp4

11 MB

15. Module 15 Real World Data Analysis Example/1. Housing Dataset Analysis -Part One.srt

4.2 kB

15. Module 15 Real World Data Analysis Example/2. Housing Dataset Analysis -Part Two.mp4

23 MB

15. Module 15 Real World Data Analysis Example/2. Housing Dataset Analysis -Part Two.srt

4.2 kB

15. Module 15 Real World Data Analysis Example/3. Housing Dataset Analysis -Part Three.mp4

30 MB

15. Module 15 Real World Data Analysis Example/3. Housing Dataset Analysis -Part Three.srt

4.5 kB

15. Module 15 Real World Data Analysis Example/4. Housing Dataset Analysis -Part Four.mp4

32 MB

15. Module 15 Real World Data Analysis Example/4. Housing Dataset Analysis -Part Four.srt

6.2 kB

15. Module 15 Real World Data Analysis Example/5. Housing Dataset Analysis -Part Five.mp4

40 MB

15. Module 15 Real World Data Analysis Example/5. Housing Dataset Analysis -Part Five.srt

8.7 kB

2. Module 2 Setting Python Environment/1. Decide Which Python Environment to Use.mp4

12 MB

2. Module 2 Setting Python Environment/1. Decide Which Python Environment to Use.srt

4.2 kB

2. Module 2 Setting Python Environment/2. Local environment Installing Anaconda.mp4

10 MB

2. Module 2 Setting Python Environment/2. Local environment Installing Anaconda.srt

4.2 kB

2. Module 2 Setting Python Environment/3. Cloud Environment Google Colab Jupyter Notebooks.mp4

20 MB

2. Module 2 Setting Python Environment/3. Cloud Environment Google Colab Jupyter Notebooks.srt

5.3 kB

3. Module 3 Working with Jupyter Notebooks/1. Running Jupyter Notebook.mp4

29 MB

3. Module 3 Working with Jupyter Notebooks/1. Running Jupyter Notebook.srt

5.9 kB

3. Module 3 Working with Jupyter Notebooks/2. Tour In Basics of Jupyter Notebooks.mp4

27 MB

3. Module 3 Working with Jupyter Notebooks/2. Tour In Basics of Jupyter Notebooks.srt

7.0 kB

3. Module 3 Working with Jupyter Notebooks/3. Cell Types in Jupyter Notebook.mp4

15 MB

3. Module 3 Working with Jupyter Notebooks/3. Cell Types in Jupyter Notebook.srt

4.1 kB

3. Module 3 Working with Jupyter Notebooks/4. Getting Help in Jupyter Notebook.mp4

16 MB

3. Module 3 Working with Jupyter Notebooks/4. Getting Help in Jupyter Notebook.srt

4.5 kB

3. Module 3 Working with Jupyter Notebooks/5. Magic Commands.mp4

23 MB

3. Module 3 Working with Jupyter Notebooks/5. Magic Commands.srt

4.2 kB

4. Module 4 Data Structures And Sequences In Python/1. Tuple.mp4

20 MB

4. Module 4 Data Structures And Sequences In Python/1. Tuple.srt

5.0 kB

4. Module 4 Data Structures And Sequences In Python/2. List.mp4

36 MB

4. Module 4 Data Structures And Sequences In Python/2. List.srt

9.2 kB

4. Module 4 Data Structures And Sequences In Python/3. Dictionary.mp4

15 MB

4. Module 4 Data Structures And Sequences In Python/3. Dictionary.srt

3.3 kB

4. Module 4 Data Structures And Sequences In Python/4. Set.mp4

4.5 MB

4. Module 4 Data Structures And Sequences In Python/4. Set.srt

2.3 kB

4. Module 4 Data Structures And Sequences In Python/5. Short Quiz.html

213 B

5. Module 5 Functions in Python/1. Creating and Calling Functions.mp4

24 MB

5. Module 5 Functions in Python/1. Creating and Calling Functions.srt

6.2 kB

5. Module 5 Functions in Python/2. Returning Multiple Values.mp4

9.4 MB

5. Module 5 Functions in Python/2. Returning Multiple Values.srt

2.3 kB

5. Module 5 Functions in Python/3. Lambda Functions.mp4

15 MB

5. Module 5 Functions in Python/3. Lambda Functions.srt

3.8 kB

5. Module 5 Functions in Python/4. Short Quiz.html

213 B

6. Module 6 NumPy Arrays/1. What Is NumPy Arrays (Ndarrays).mp4

12 MB

6. Module 6 NumPy Arrays/1. What Is NumPy Arrays (Ndarrays).srt

2.9 kB

6. Module 6 NumPy Arrays/10. Mathematical and Statistical Methods.mp4

35 MB

6. Module 6 NumPy Arrays/10. Mathematical and Statistical Methods.srt

6.6 kB

6. Module 6 NumPy Arrays/11. Sorting Arrays.mp4

21 MB

6. Module 6 NumPy Arrays/11. Sorting Arrays.srt

3.5 kB

6. Module 6 NumPy Arrays/12. File Input and Output with Arrays.mp4

16 MB

6. Module 6 NumPy Arrays/12. File Input and Output with Arrays.srt

3.2 kB

6. Module 6 NumPy Arrays/13. Short Quiz.html

213 B

6. Module 6 NumPy Arrays/2. Creating Ndarrays.mp4

31 MB

6. Module 6 NumPy Arrays/2. Creating Ndarrays.srt

7.4 kB

6. Module 6 NumPy Arrays/3. Data Types for Ndarrays.mp4

21 MB

6. Module 6 NumPy Arrays/3. Data Types for Ndarrays.srt

4.9 kB

6. Module 6 NumPy Arrays/4. Arithmetic with NumPy Arrays.mp4

13 MB

6. Module 6 NumPy Arrays/4. Arithmetic with NumPy Arrays.srt

3.1 kB

6. Module 6 NumPy Arrays/5. Indexing and Slicing-Part One.mp4

18 MB

6. Module 6 NumPy Arrays/5. Indexing and Slicing-Part One.srt

4.2 kB

6. Module 6 NumPy Arrays/6. Indexing and Slicing-Part two.mp4

20 MB

6. Module 6 NumPy Arrays/6. Indexing and Slicing-Part two.srt

4.7 kB

6. Module 6 NumPy Arrays/7. Boolean Indexing.mp4

28 MB

6. Module 6 NumPy Arrays/7. Boolean Indexing.srt

6.1 kB

6. Module 6 NumPy Arrays/8. Fancy Indexing.mp4

18 MB

6. Module 6 NumPy Arrays/8. Fancy Indexing.srt

4.3 kB

6. Module 6 NumPy Arrays/9. Transposing Arrays.mp4

8.9 MB

6. Module 6 NumPy Arrays/9. Transposing Arrays.srt

2.0 kB

7. Module 7 Pandas Dataframe/1. Series in Pandas.mp4

25 MB

7. Module 7 Pandas Dataframe/1. Series in Pandas.srt

5.9 kB

7. Module 7 Pandas Dataframe/10. Correlation and Covariance.mp4

19 MB

7. Module 7 Pandas Dataframe/10. Correlation and Covariance.srt

4.1 kB

7. Module 7 Pandas Dataframe/11. Short Quiz.html

213 B

7. Module 7 Pandas Dataframe/2. Dataframe in Pandas.mp4

34 MB

7. Module 7 Pandas Dataframe/2. Dataframe in Pandas.srt

7.7 kB

7. Module 7 Pandas Dataframe/3. Index Objects.mp4

19 MB

7. Module 7 Pandas Dataframe/3. Index Objects.srt

4.0 kB

7. Module 7 Pandas Dataframe/4. Reindexing in Series and DataFrames.mp4

13 MB

7. Module 7 Pandas Dataframe/4. Reindexing in Series and DataFrames.srt

3.0 kB

7. Module 7 Pandas Dataframe/5. Deleting Rows and Columns.mp4

5.4 MB

7. Module 7 Pandas Dataframe/5. Deleting Rows and Columns.srt

3.2 kB

7. Module 7 Pandas Dataframe/6. Indexing, Slicing and Filtering.mp4

25 MB

7. Module 7 Pandas Dataframe/6. Indexing, Slicing and Filtering.srt

6.1 kB

7. Module 7 Pandas Dataframe/7. Arithmetic with Dataframe.mp4

22 MB

7. Module 7 Pandas Dataframe/7. Arithmetic with Dataframe.srt

5.0 kB

7. Module 7 Pandas Dataframe/8. Sorting Series and Dataframe.mp4

20 MB

7. Module 7 Pandas Dataframe/8. Sorting Series and Dataframe.srt

4.4 kB

7. Module 7 Pandas Dataframe/9. Descriptive Statistics with Dataframe.mp4

20 MB

7. Module 7 Pandas Dataframe/9. Descriptive Statistics with Dataframe.srt

4.7 kB

8. Module 8 Data Loading, Storage with Pandas/1. Reading Data in Text Format-Part1.mp4

22 MB

8. Module 8 Data Loading, Storage with Pandas/1. Reading Data in Text Format-Part1.srt

5.8 kB

8. Module 8 Data Loading, Storage with Pandas/2. Reading Data in Text Format-Part2.mp4

22 MB

8. Module 8 Data Loading, Storage with Pandas/2. Reading Data in Text Format-Part2.srt

4.3 kB

8. Module 8 Data Loading, Storage with Pandas/3. Writing Data in Text Format.mp4

22 MB

8. Module 8 Data Loading, Storage with Pandas/3. Writing Data in Text Format.srt

4.2 kB

8. Module 8 Data Loading, Storage with Pandas/4. Reading Microsoft Excel Files.mp4

12 MB

8. Module 8 Data Loading, Storage with Pandas/4. Reading Microsoft Excel Files.srt

2.4 kB

8. Module 8 Data Loading, Storage with Pandas/5. Short Quiz.html

213 B

9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.mp4

13 MB

9. Module 9 Data Cleaning and Preprocessing/1. Handling Missing Data.srt

3.4 kB

9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.mp4

21 MB

9. Module 9 Data Cleaning and Preprocessing/10. String Object Methods.srt

4.8 kB

9. Module 9 Data Cleaning and Preprocessing/11. Short Quiz.html

213 B

9. Module 9 Data Cleaning and Preprocessing/2. Filtering out Missing Data.mp4

20 MB

9. Module 9 Data Cleaning and Preprocessing/2. Filtering out Missing Data.srt

4.3 kB

9. Module 9 Data Cleaning and Preprocessing/3. Filling in Missing Data.mp4

21 MB

9. Module 9 Data Cleaning and Preprocessing/3. Filling in Missing Data.srt

4.5 kB

9. Module 9 Data Cleaning and Preprocessing/4. Removing Duplicate Entries.mp4

13 MB

9. Module 9 Data Cleaning and Preprocessing/4. Removing Duplicate Entries.srt

2.7 kB

9. Module 9 Data Cleaning and Preprocessing/5. Replacing Values.mp4

14 MB

9. Module 9 Data Cleaning and Preprocessing/5. Replacing Values.srt

3.5 kB

9. Module 9 Data Cleaning and Preprocessing/6. Renaming columns and Index Labels.mp4

11 MB

9. Module 9 Data Cleaning and Preprocessing/6. Renaming columns and Index Labels.srt

2.8 kB

9. Module 9 Data Cleaning and Preprocessing/7. Filtering Outliers.mp4

22 MB

9. Module 9 Data Cleaning and Preprocessing/7. Filtering Outliers.srt

4.9 kB

9. Module 9 Data Cleaning and Preprocessing/8. Shuffling and Random Sampling.mp4

21 MB

9. Module 9 Data Cleaning and Preprocessing/8. Shuffling and Random Sampling.srt

4.1 kB

9. Module 9 Data Cleaning and Preprocessing/9. Dummy Variables.mp4

16 MB

9. Module 9 Data Cleaning and Preprocessing/9. Dummy Variables.srt

3.9 kB