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1. Course Introduction.mp4
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MP4
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13.9 MB
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1. Course Introduction.srt
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SRT
|
4.5 KB
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1. Creating and Calling Functions.mp4
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MP4
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23.7 MB
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1. Creating and Calling Functions.srt
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SRT
|
6.2 KB
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1. Date and time Data types.mp4
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MP4
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20.2 MB
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1. Date and time Data types.srt
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SRT
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4.5 KB
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1. Decide Which Python Environment to Use.mp4
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MP4
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12 MB
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1. Decide Which Python Environment to Use.srt
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SRT
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4.2 KB
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1. Handling Missing Data.mp4
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MP4
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13.2 MB
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1. Handling Missing Data.srt
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SRT
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3.4 KB
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1. Hierarchical Indexing.mp4
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MP4
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31.2 MB
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1. Hierarchical Indexing.srt
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SRT
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6.5 KB
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1. Housing Dataset Analysis -Part One.mp4
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MP4
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10.8 MB
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1. Housing Dataset Analysis -Part One.srt
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SRT
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4.2 KB
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1. Introducing Matplotlib Library.mp4
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MP4
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11.5 MB
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1. Introducing Matplotlib Library.srt
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SRT
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3.2 KB
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1. Merging Datasets on Keys (common columns).mp4
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MP4
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36.9 MB
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1. Merging Datasets on Keys (common columns).srt
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SRT
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8.2 KB
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1. Reading Data in Text Format-Part1.mp4
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MP4
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22.3 MB
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1. Reading Data in Text Format-Part1.srt
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SRT
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5.8 KB
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1. Reshaping by Stacking and Unstacking.mp4
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MP4
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26.5 MB
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1. Reshaping by Stacking and Unstacking.srt
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SRT
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5.6 KB
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1. Running Jupyter Notebook.mp4
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MP4
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28.8 MB
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1. Running Jupyter Notebook.srt
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SRT
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5.9 KB
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1. Series in Pandas.mp4
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MP4
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24.6 MB
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1. Series in Pandas.srt
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SRT
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5.9 KB
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1. Tuple.mp4
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MP4
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19.8 MB
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1. Tuple.srt
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SRT
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5 KB
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1. What Is NumPy Arrays (Ndarrays).mp4
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MP4
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11.5 MB
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1. What Is NumPy Arrays (Ndarrays).srt
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SRT
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2.9 KB
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10. Bar Plots with Dataframes.mp4
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MP4
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20.6 MB
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10. Bar Plots with Dataframes.srt
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SRT
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4.2 KB
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10. Correlation and Covariance.mp4
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MP4
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18.7 MB
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10. Correlation and Covariance.srt
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SRT
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4.1 KB
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10. Mathematical and Statistical Methods.mp4
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MP4
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35.4 MB
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10. Mathematical and Statistical Methods.srt
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SRT
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6.6 KB
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10. String Object Methods.mp4
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MP4
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20.7 MB
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10. String Object Methods.srt
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SRT
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4.8 KB
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11. Bar Plots with Seaborn.mp4
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MP4
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25.7 MB
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|
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11. Bar Plots with Seaborn.srt
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SRT
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5.6 KB
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11. Short Quiz.html
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HTML
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204.8 B
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11. Sorting Arrays.mp4
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MP4
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21.2 MB
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11. Sorting Arrays.srt
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SRT
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3.5 KB
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12. File Input and Output with Arrays.mp4
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MP4
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15.6 MB
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12. File Input and Output with Arrays.srt
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SRT
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3.2 KB
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12. Histograms and Density Plots.mp4
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MP4
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27.8 MB
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12. Histograms and Density Plots.srt
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SRT
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5.1 KB
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13. Scatter Plots and Pair Plots.mp4
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MP4
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35.8 MB
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13. Scatter Plots and Pair Plots.srt
|
SRT
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5.4 KB
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13. Short Quiz.html
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HTML
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204.8 B
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14. Factor Plots for Categorical Data.mp4
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MP4
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27.3 MB
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14. Factor Plots for Categorical Data.srt
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SRT
|
6.4 KB
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15. Short Quiz.html
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HTML
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204.8 B
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2. Converting Between String and Datetime.mp4
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MP4
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25.9 MB
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|
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2. Converting Between String and Datetime.srt
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SRT
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5.3 KB
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2. Creating Figures and Subplots.mp4
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MP4
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31.2 MB
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2. Creating Figures and Subplots.srt
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SRT
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6.7 KB
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2. Creating Ndarrays.mp4
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MP4
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31.2 MB
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2. Creating Ndarrays.srt
|
SRT
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7.4 KB
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2. Dataframe in Pandas.mp4
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MP4
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34 MB
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2. Dataframe in Pandas.srt
|
SRT
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7.7 KB
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2. Filtering out Missing Data.mp4
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MP4
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20.3 MB
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|
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2. Filtering out Missing Data.srt
|
SRT
|
4.3 KB
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|
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2. Housing Dataset Analysis -Part Two.mp4
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MP4
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23.3 MB
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|
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2. Housing Dataset Analysis -Part Two.srt
|
SRT
|
4.2 KB
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2. How to Download Course Notebooks.mp4
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MP4
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38.1 MB
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|
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2. How to Download Course Notebooks.srt
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SRT
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6.2 KB
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2. List.mp4
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MP4
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36.4 MB
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|
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2. List.srt
|
SRT
|
9.2 KB
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2. Local environment Installing Anaconda.mp4
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MP4
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10.4 MB
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2. Local environment Installing Anaconda.srt
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SRT
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4.2 KB
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2. Merging Datasets on Index.mp4
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MP4
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15 MB
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|
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2. Merging Datasets on Index.srt
|
SRT
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3.1 KB
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|
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2. Reading Data in Text Format-Part2.mp4
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MP4
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21.6 MB
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|
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2. Reading Data in Text Format-Part2.srt
|
SRT
|
4.3 KB
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|
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2. Reordering and Sorting Index Levels.mp4
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MP4
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14.3 MB
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|
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2. Reordering and Sorting Index Levels.srt
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SRT
|
3 KB
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|
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2. Reshaping by Melting (Wide to Long ).mp4
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MP4
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9.5 MB
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|
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2. Reshaping by Melting (Wide to Long ).srt
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SRT
|
5.9 KB
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|
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2. Returning Multiple Values.mp4
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MP4
|
9.4 MB
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|
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2. Returning Multiple Values.srt
|
SRT
|
2.3 KB
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|
|
2. Tour In Basics of Jupyter Notebooks.mp4
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MP4
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26.9 MB
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|
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2. Tour In Basics of Jupyter Notebooks.srt
|
SRT
|
7 KB
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|
|
2.1 How to download course notebooks.pdf
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PDF
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140.2 KB
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|
|
3. Basics of Time Series.mp4
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MP4
|
32.8 MB
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|
|
3. Basics of Time Series.srt
|
SRT
|
7.4 KB
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|
|
3. Cell Types in Jupyter Notebook.mp4
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MP4
|
15.1 MB
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|
|
3. Cell Types in Jupyter Notebook.srt
|
SRT
|
4.1 KB
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|
|
3. Changing Colors, Markers and Linestyle.mp4
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MP4
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21.9 MB
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|
|
3. Changing Colors, Markers and Linestyle.srt
|
SRT
|
4 KB
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|
|
3. Cloud Environment Google Colab Jupyter Notebooks.mp4
|
MP4
|
20.2 MB
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|
|
3. Cloud Environment Google Colab Jupyter Notebooks.srt
|
SRT
|
5.3 KB
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|
|
3. Concatenating Along an Axis.mp4
|
MP4
|
30.1 MB
|
|
|
3. Concatenating Along an Axis.srt
|
SRT
|
7.2 KB
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|
|
3. Data Types for Ndarrays.mp4
|
MP4
|
20.6 MB
|
|
|
3. Data Types for Ndarrays.srt
|
SRT
|
4.9 KB
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|
|
3. Dictionary.mp4
|
MP4
|
14.8 MB
|
|
|
3. Dictionary.srt
|
SRT
|
3.3 KB
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|
|
3. Filling in Missing Data.mp4
|
MP4
|
21.3 MB
|
|
|
3. Filling in Missing Data.srt
|
SRT
|
4.5 KB
|
|
|
3. Housing Dataset Analysis -Part Three.mp4
|
MP4
|
29.7 MB
|
|
|
3. Housing Dataset Analysis -Part Three.srt
|
SRT
|
4.5 KB
|
|
|
3. Index Objects.mp4
|
MP4
|
18.8 MB
|
|
|
3. Index Objects.srt
|
SRT
|
4 KB
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|
|
3. Lambda Functions.mp4
|
MP4
|
15.3 MB
|
|
|
3. Lambda Functions.srt
|
SRT
|
3.8 KB
|
|
|
3. Overview of Course Curriculum.mp4
|
MP4
|
27.1 MB
|
|
|
3. Overview of Course Curriculum.srt
|
SRT
|
5.9 KB
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|
|
3. Reshaping by Pivoting (Long to Wide).mp4
|
MP4
|
28.9 MB
|
|
|
3. Reshaping by Pivoting (Long to Wide).srt
|
SRT
|
6.4 KB
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|
|
3. Summary Statistics by Level.mp4
|
MP4
|
17.3 MB
|
|
|
3. Summary Statistics by Level.srt
|
SRT
|
4.1 KB
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|
|
3. Writing Data in Text Format.mp4
|
MP4
|
21.9 MB
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|
|
3. Writing Data in Text Format.srt
|
SRT
|
4.2 KB
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|
|
4. Arithmetic with NumPy Arrays.mp4
|
MP4
|
12.9 MB
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|
|
4. Arithmetic with NumPy Arrays.srt
|
SRT
|
3.1 KB
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|
|
4. Customizing Ticks and Labels.mp4
|
MP4
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28.6 MB
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|
|
4. Customizing Ticks and Labels.srt
|
SRT
|
4.9 KB
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|
|
4. Generating Date Ranges.mp4
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MP4
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29.5 MB
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|
|
4. Generating Date Ranges.srt
|
SRT
|
4.6 KB
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|
|
4. Getting Help in Jupyter Notebook.mp4
|
MP4
|
15.6 MB
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|
|
4. Getting Help in Jupyter Notebook.srt
|
SRT
|
4.5 KB
|
|
|
4. Housing Dataset Analysis -Part Four.mp4
|
MP4
|
31.9 MB
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|
|
4. Housing Dataset Analysis -Part Four.srt
|
SRT
|
6.2 KB
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|
|
4. Indexing with Columns in Dataframe.mp4
|
MP4
|
23.1 MB
|
|
|
4. Indexing with Columns in Dataframe.srt
|
SRT
|
5 KB
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|
|
4. Reading Microsoft Excel Files.mp4
|
MP4
|
12.2 MB
|
|
|
4. Reading Microsoft Excel Files.srt
|
SRT
|
2.4 KB
|
|
|
4. Reindexing in Series and DataFrames.mp4
|
MP4
|
13.4 MB
|
|
|
4. Reindexing in Series and DataFrames.srt
|
SRT
|
3 KB
|
|
|
4. Removing Duplicate Entries.mp4
|
MP4
|
12.7 MB
|
|
|
4. Removing Duplicate Entries.srt
|
SRT
|
2.7 KB
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|
|
4. Set.mp4
|
MP4
|
4.5 MB
|
|
|
4. Set.srt
|
SRT
|
2.3 KB
|
|
|
4. Short Quiz.html
|
HTML
|
204.8 B
|
|
|
5. Adding Legends.mp4
|
MP4
|
24.6 MB
|
|
|
5. Adding Legends.srt
|
SRT
|
4.4 KB
|
|
|
5. Deleting Rows and Columns.mp4
|
MP4
|
5.4 MB
|
|
|
5. Deleting Rows and Columns.srt
|
SRT
|
3.2 KB
|
|
|
5. Housing Dataset Analysis -Part Five.mp4
|
MP4
|
40 MB
|
|
|
5. Housing Dataset Analysis -Part Five.srt
|
SRT
|
8.7 KB
|
|
|
5. Indexing and Slicing-Part One.mp4
|
MP4
|
17.8 MB
|
|
|
5. Indexing and Slicing-Part One.srt
|
SRT
|
4.2 KB
|
|
|
5. Magic Commands.mp4
|
MP4
|
23.4 MB
|
|
|
5. Magic Commands.srt
|
SRT
|
4.2 KB
|
|
|
5. Replacing Values.mp4
|
MP4
|
13.5 MB
|
|
|
5. Replacing Values.srt
|
SRT
|
3.5 KB
|
|
|
5. Shifting Data Through Time (Lagging and Leading).mp4
|
MP4
|
33.2 MB
|
|
|
5. Shifting Data Through Time (Lagging and Leading).srt
|
SRT
|
6.6 KB
|
|
|
5. Short Quiz.html
|
HTML
|
204.8 B
|
|
|
6. Adding Texts and Arrows on a Plot.mp4
|
MP4
|
23.4 MB
|
|
|
6. Adding Texts and Arrows on a Plot.srt
|
SRT
|
4.9 KB
|
|
|
6. Handling Time Zone.mp4
|
MP4
|
33.5 MB
|
|
|
6. Handling Time Zone.srt
|
SRT
|
5.7 KB
|
|
|
6. Indexing and Slicing-Part two.mp4
|
MP4
|
19.8 MB
|
|
|
6. Indexing and Slicing-Part two.srt
|
SRT
|
4.7 KB
|
|
|
6. Indexing, Slicing and Filtering.mp4
|
MP4
|
25.3 MB
|
|
|
6. Indexing, Slicing and Filtering.srt
|
SRT
|
6.1 KB
|
|
|
6. Renaming columns and Index Labels.mp4
|
MP4
|
11.2 MB
|
|
|
6. Renaming columns and Index Labels.srt
|
SRT
|
2.8 KB
|
|
|
7. Adding Annotations and Drawings on a Plot.mp4
|
MP4
|
31.5 MB
|
|
|
7. Adding Annotations and Drawings on a Plot.srt
|
SRT
|
7.6 KB
|
|
|
7. Arithmetic with Dataframe.mp4
|
MP4
|
22.1 MB
|
|
|
7. Arithmetic with Dataframe.srt
|
SRT
|
5 KB
|
|
|
7. Boolean Indexing.mp4
|
MP4
|
28.2 MB
|
|
|
7. Boolean Indexing.srt
|
SRT
|
6.1 KB
|
|
|
7. Filtering Outliers.mp4
|
MP4
|
22.4 MB
|
|
|
7. Filtering Outliers.srt
|
SRT
|
4.9 KB
|
|
|
7. Resampling and Frequency Conversion.mp4
|
MP4
|
23.1 MB
|
|
|
7. Resampling and Frequency Conversion.srt
|
SRT
|
5.5 KB
|
|
|
8. Fancy Indexing.mp4
|
MP4
|
18 MB
|
|
|
8. Fancy Indexing.srt
|
SRT
|
4.3 KB
|
|
|
8. Rolling and Moving Windows.mp4
|
MP4
|
29.8 MB
|
|
|
8. Rolling and Moving Windows.srt
|
SRT
|
6.7 KB
|
|
|
8. Saving Plots to a File.mp4
|
MP4
|
18.1 MB
|
|
|
8. Saving Plots to a File.srt
|
SRT
|
3.9 KB
|
|
|
8. Shuffling and Random Sampling.mp4
|
MP4
|
20.9 MB
|
|
|
8. Shuffling and Random Sampling.srt
|
SRT
|
4.1 KB
|
|
|
8. Sorting Series and Dataframe.mp4
|
MP4
|
20.3 MB
|
|
|
8. Sorting Series and Dataframe.srt
|
SRT
|
4.4 KB
|
|
|
9. Descriptive Statistics with Dataframe.mp4
|
MP4
|
20.3 MB
|
|
|
9. Descriptive Statistics with Dataframe.srt
|
SRT
|
4.7 KB
|
|
|
9. Dummy Variables.mp4
|
MP4
|
15.7 MB
|
|
|
9. Dummy Variables.srt
|
SRT
|
3.9 KB
|
|
|
9. Line Plots with Dataframe.mp4
|
MP4
|
26.7 MB
|
|
|
9. Line Plots with Dataframe.srt
|
SRT
|
4.8 KB
|
|
|
9. Short Quiz.html
|
HTML
|
204.8 B
|
|
|
9. Transposing Arrays.mp4
|
MP4
|
8.9 MB
|
|
|
9. Transposing Arrays.srt
|
SRT
|
2 KB
|
|
|
[CourseClub.ME].url
|
URL
|
102.4 B
|
|
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[CourseClub.Me].url
|
URL
|
102.4 B
|
|
|
[GigaCourse.Com].url
|
URL
|
0 B
|
