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001. The Python scientific stack.en.srt
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SRT
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1.4 KB
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001. The Python scientific stack.mp4
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MP4
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7.5 MB
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002. What you should know.en.srt
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SRT
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614.4 B
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002. What you should know.mp4
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MP4
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3.5 MB
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003. Setting up.en.srt
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SRT
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614.4 B
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003. Setting up.mp4
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MP4
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4.7 MB
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004. Working with VS Code.en.srt
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SRT
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2.6 KB
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004. Working with VS Code.mp4
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MP4
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16 MB
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005. Using code cells.en.srt
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SRT
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2.5 KB
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005. Using code cells.mp4
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MP4
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15.1 MB
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006. Extensions to Python language.en.srt
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SRT
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2 KB
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006. Extensions to Python language.mp4
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MP4
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11.2 MB
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007. Understanding markdown cells.en.srt
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SRT
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2.2 KB
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007. Understanding markdown cells.mp4
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MP4
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13.1 MB
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008. NumPy overview.en.srt
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SRT
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2.6 KB
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008. NumPy overview.mp4
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MP4
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14.8 MB
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009. NumPy arrays.en.srt
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SRT
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4.7 KB
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009. NumPy arrays.mp4
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MP4
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27 MB
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010. Slicing.en.srt
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SRT
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2.2 KB
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010. Slicing.mp4
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MP4
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13.3 MB
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011. Boolean indexing.en.srt
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SRT
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4.4 KB
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011. Boolean indexing.mp4
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MP4
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26.5 MB
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012. Understanding broadcasting.en.srt
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SRT
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2.9 KB
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012. Understanding broadcasting.mp4
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MP4
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14.8 MB
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013. Understanding array operations.en.srt
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SRT
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1.9 KB
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013. Understanding array operations.mp4
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MP4
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21.5 MB
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014. Understanding ufuncs.en.srt
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SRT
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3.7 KB
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014. Understanding ufuncs.mp4
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MP4
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20.4 MB
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015. Challenge Working with an image.en.srt
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SRT
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1.7 KB
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015. Challenge Working with an image.mp4
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MP4
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9.8 MB
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016. Solution Working with an image.en.srt
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SRT
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1.2 KB
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016. Solution Working with an image.mp4
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MP4
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7.3 MB
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017. pandas overview.en.srt
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SRT
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2.1 KB
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017. pandas overview.mp4
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MP4
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11.6 MB
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018. Loading CSV files.en.srt
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SRT
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4.7 KB
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018. Loading CSV files.mp4
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MP4
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25.3 MB
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019. Parsing time.en.srt
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SRT
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2.6 KB
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019. Parsing time.mp4
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MP4
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15.5 MB
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020. Accessing rows and columns.en.srt
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SRT
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6 KB
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020. Accessing rows and columns.mp4
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MP4
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33 MB
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021. Calculating speed.en.srt
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SRT
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5.4 KB
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021. Calculating speed.mp4
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MP4
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27.7 MB
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022. Displaying speed box plot.en.srt
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SRT
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4.1 KB
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022. Displaying speed box plot.mp4
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MP4
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22 MB
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023. Challenge Taxi data mean speed.en.srt
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SRT
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512 B
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023. Challenge Taxi data mean speed.mp4
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MP4
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3.3 MB
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024. Solution Taxi data mean speed.en.srt
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SRT
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1.2 KB
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024. Solution Taxi data mean speed.mp4
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MP4
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7.5 MB
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025. Introduction to Python packages.en.srt
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SRT
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4.1 KB
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025. Introduction to Python packages.mp4
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MP4
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24.2 MB
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026. Using environments.en.srt
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SRT
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3.2 KB
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026. Using environments.mp4
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MP4
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19.3 MB
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027. Managing dependencies.en.srt
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SRT
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2.4 KB
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027. Managing dependencies.mp4
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MP4
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12.8 MB
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028. Challenge Creating requirements.en.srt
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SRT
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512 B
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028. Challenge Creating requirements.mp4
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MP4
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3.1 MB
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029. Solution Creating requirements.en.srt
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SRT
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409.6 B
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029. Solution Creating requirements.mp4
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MP4
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2.9 MB
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030. Creating an initial map.en.srt
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SRT
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2.3 KB
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030. Creating an initial map.mp4
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MP4
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13.3 MB
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031. Drawing a track on a map.en.srt
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SRT
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4.1 KB
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031. Drawing a track on a map.mp4
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MP4
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23.6 MB
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032. Using geo data with Shapely.en.srt
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SRT
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5.9 KB
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032. Using geo data with Shapely.mp4
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MP4
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34.5 MB
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033. Challenge Drawing the running track.en.srt
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SRT
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409.6 B
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033. Challenge Drawing the running track.mp4
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MP4
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2.3 MB
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034. Solution Drawing the running track.en.srt
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SRT
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1.1 KB
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034. Solution Drawing the running track.mp4
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MP4
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7.3 MB
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035. Examining data.en.srt
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SRT
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2.5 KB
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035. Examining data.mp4
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MP4
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13.3 MB
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036. Loading data from CSV files.en.srt
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SRT
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2.3 KB
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036. Loading data from CSV files.mp4
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MP4
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13.3 MB
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037. Working with categorical data.en.srt
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SRT
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3.9 KB
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037. Working with categorical data.mp4
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MP4
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21.6 MB
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038. Working with data Hourly trip rides.en.srt
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SRT
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6.1 KB
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038. Working with data Hourly trip rides.mp4
|
MP4
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34.7 MB
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039. Working with data Rides per hour.en.srt
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SRT
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5 KB
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039. Working with data Rides per hour.mp4
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MP4
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28.4 MB
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040. Working with data Weather data.en.srt
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SRT
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5 KB
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040. Working with data Weather data.mp4
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MP4
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26.7 MB
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041. Challenge Graphing taxi data.en.srt
|
SRT
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921.6 B
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041. Challenge Graphing taxi data.mp4
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MP4
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5.6 MB
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042. Solution Graphing taxi data.en.srt
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SRT
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3.8 KB
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042. Solution Graphing taxi data.mp4
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MP4
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21.7 MB
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043. scikit-learn introduction.en.srt
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SRT
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1.9 KB
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043. scikit-learn introduction.mp4
|
MP4
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11.1 MB
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044. Regression.en.srt
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SRT
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8.5 KB
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044. Regression.mp4
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MP4
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46.2 MB
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045. Understanding train test split.en.srt
|
SRT
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2.9 KB
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045. Understanding train test split.mp4
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MP4
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17.3 MB
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046. Preprocessing data.en.srt
|
SRT
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4.4 KB
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046. Preprocessing data.mp4
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MP4
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25.8 MB
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047. Composing pipelines.en.srt
|
SRT
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2.8 KB
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047. Composing pipelines.mp4
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MP4
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15.3 MB
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048. Saving and loading models.en.srt
|
SRT
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2.5 KB
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048. Saving and loading models.mp4
|
MP4
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14.1 MB
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049. Challenge Hand-written digits.en.srt
|
SRT
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1.8 KB
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049. Challenge Hand-written digits.mp4
|
MP4
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10.7 MB
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050. Solution Hand-written digits.en.srt
|
SRT
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1.8 KB
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050. Solution Hand-written digits.mp4
|
MP4
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10.3 MB
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051. Matplotlib overview.en.srt
|
SRT
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1.5 KB
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051. Matplotlib overview.mp4
|
MP4
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8.9 MB
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052. Using styles.en.srt
|
SRT
|
2.2 KB
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052. Using styles.mp4
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MP4
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13.3 MB
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053. Customizing pandas output.en.srt
|
SRT
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4.7 KB
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053. Customizing pandas output.mp4
|
MP4
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26.1 MB
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054. pandas plotting.en.srt
|
SRT
|
3.1 KB
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054. pandas plotting.mp4
|
MP4
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20.6 MB
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055. Using Matplotlib with pandas.en.srt
|
SRT
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2.9 KB
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055. Using Matplotlib with pandas.mp4
|
MP4
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17.2 MB
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056. Interactive plots.en.srt
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SRT
|
2.4 KB
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056. Interactive plots.mp4
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MP4
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15.4 MB
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057. Other plotting packages.en.srt
|
SRT
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3.9 KB
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057. Other plotting packages.mp4
|
MP4
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25.4 MB
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058. Challenge Stocking data bar charts.en.srt
|
SRT
|
614.4 B
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058. Challenge Stocking data bar charts.mp4
|
MP4
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3.9 MB
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059. Solution Stocking data bar charts.en.srt
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SRT
|
2 KB
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059. Solution Stocking data bar charts.mp4
|
MP4
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12.8 MB
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060. Other packages overview.en.srt
|
SRT
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1.7 KB
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060. Other packages overview.mp4
|
MP4
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10.2 MB
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061. Going faster with Numba.en.srt
|
SRT
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3.1 KB
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061. Going faster with Numba.mp4
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MP4
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19.8 MB
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062. Understanding deep learning.en.srt
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SRT
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7.1 KB
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062. Understanding deep learning.mp4
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MP4
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43.4 MB
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063. Working with image processing.en.srt
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SRT
|
3.9 KB
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063. Working with image processing.mp4
|
MP4
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24.6 MB
|
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064. Understand NLP.en.srt
|
SRT
|
5 KB
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064. Understand NLP.mp4
|
MP4
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29.1 MB
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065. Working with bigger data.en.srt
|
SRT
|
6.1 KB
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065. Working with bigger data.mp4
|
MP4
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37.2 MB
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066. Development process overview.en.srt
|
SRT
|
1.1 KB
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066. Development process overview.mp4
|
MP4
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6.9 MB
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067. Understanding source control.en.srt
|
SRT
|
6.8 KB
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067. Understanding source control.mp4
|
MP4
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40.4 MB
|
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068. Code review.en.srt
|
SRT
|
3.6 KB
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068. Code review.mp4
|
MP4
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19.1 MB
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069. Testing overview.en.srt
|
SRT
|
3.9 KB
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069. Testing overview.mp4
|
MP4
|
22.6 MB
|
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070. Testing example.en.srt
|
SRT
|
2.5 KB
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070. Testing example.mp4
|
MP4
|
15.2 MB
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071. Next steps.en.srt
|
SRT
|
409.6 B
|
|
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071. Next steps.mp4
|
MP4
|
3.7 MB
|
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Bonus Resources.txt
|
TXT
|
409.6 B
|
|
|
Get Bonus Downloads Here.url
|
URL
|
204.8 B
|
