[Tutorialsplanet.NET] Udemy - Python Bootcamp for Data Science 2021 Numpy Pandas & Seaborn

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128 B

1. Introduction/1. Course Introduction.mp4

13.9 MB

1. Introduction/1. Course Introduction.srt

4.51 KB

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

38.09 MB

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

6.23 KB

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

140.17 KB

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

27.1 MB

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

5.9 KB

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

31.22 MB

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

6.48 KB

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

14.28 MB

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

3.01 KB

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

17.25 MB

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

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

23.09 MB

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

4.99 KB

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

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

36.89 MB

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

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

15.02 MB

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

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

30.11 MB

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

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

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11. Module 11 Data Wrangling2 Combining and Merging Datasets/[Tutorialsplanet.NET].url

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

26.47 MB

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

5.55 KB

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

9.47 MB

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

5.87 KB

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

28.92 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

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

11.48 MB

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

3.17 KB

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

20.59 MB

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

4.22 KB

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

25.69 MB

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

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

27.78 MB

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

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

35.78 MB

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

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

27.32 MB

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

6.37 KB

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

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

31.23 MB

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

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

21.94 MB

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

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

28.59 MB

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

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

24.61 MB

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

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

23.44 MB

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

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

31.52 MB

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

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

18.15 MB

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

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

26.72 MB

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

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13. Module 13 Data Visualization with Matplotlib and Seaborn/[Tutorialsplanet.NET].url

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

20.25 MB

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

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

25.86 MB

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

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

32.79 MB

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

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

29.46 MB

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

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

33.18 MB

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

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

33.46 MB

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

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

23.09 MB

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

5.51 KB

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

29.77 MB

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

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

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

10.77 MB

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

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

23.29 MB

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

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

29.73 MB

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

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

31.95 MB

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

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

39.98 MB

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

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15. Module 15 Real World Data Analysis Example/[Tutorialsplanet.NET].url

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

11.98 MB

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

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

10.44 MB

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

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

20.16 MB

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

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

28.76 MB

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

5.91 KB

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

26.87 MB

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

6.99 KB

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

15.07 MB

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

4.09 KB

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

15.56 MB

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

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

23.38 MB

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

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

19.83 MB

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

5.01 KB

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

36.37 MB

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

9.16 KB

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

14.79 MB

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

3.29 KB

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

4.45 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

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

23.74 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

9.37 MB

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

2.29 KB

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

15.28 MB

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

3.81 KB

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

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

11.54 MB

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

2.86 KB

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

35.39 MB

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

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

21.21 MB

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

3.53 KB

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

15.64 MB

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

3.21 KB

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

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

31.22 MB

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

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

20.62 MB

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

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

12.88 MB

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

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

17.84 MB

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

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

19.82 MB

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

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

28.16 MB

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

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

17.99 MB

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

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

8.93 MB

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

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6. Module 6 NumPy Arrays/[Tutorialsplanet.NET].url

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

24.61 MB

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

5.87 KB

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

18.75 MB

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

4.1 KB

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

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

33.96 MB

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

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

18.78 MB

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

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

13.4 MB

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

2.96 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

3.25 KB

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

25.33 MB

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

6.14 KB

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

22.14 MB

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

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

20.27 MB

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

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

20.32 MB

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

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

22.34 MB

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

5.77 KB

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

21.65 MB

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

4.32 KB

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

21.88 MB

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

4.23 KB

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

12.18 MB

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

2.41 KB

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

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8. Module 8 Data Loading, Storage with Pandas/[Tutorialsplanet.NET].url

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

13.21 MB

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

3.41 KB

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

20.68 MB

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

4.84 KB

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

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

20.28 MB

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

4.32 KB

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

21.28 MB

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

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

12.67 MB

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

2.66 KB

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

13.52 MB

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

3.53 KB

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

11.19 MB

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

2.75 KB

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

22.44 MB

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

4.86 KB

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

20.9 MB

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

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

15.74 MB

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

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[Tutorialsplanet.NET].url

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