[ CourseBoat Com ] Linkedin - Data Science Foundations - Python Scientific Stack (2022)
File List
| File | Size |
|---|---|
| Get Bonus Downloads Here.url | 180 B |
| ~Get Your Files Here !/01. Introduction/001. The Python scientific stack.en.srt | 1.36 KB |
| ~Get Your Files Here !/01. Introduction/001. The Python scientific stack.mp4 | 7.52 MB |
| ~Get Your Files Here !/01. Introduction/002. What you should know.en.srt | 564 B |
| ~Get Your Files Here !/01. Introduction/002. What you should know.mp4 | 3.49 MB |
| ~Get Your Files Here !/01. Introduction/003. Setting up.en.srt | 637 B |
| ~Get Your Files Here !/01. Introduction/003. Setting up.mp4 | 4.69 MB |
| ~Get Your Files Here !/02. Visual Studio Code/004. Working with VS Code.en.srt | 2.64 KB |
| ~Get Your Files Here !/02. Visual Studio Code/004. Working with VS Code.mp4 | 15.99 MB |
| ~Get Your Files Here !/02. Visual Studio Code/005. Using code cells.en.srt | 2.53 KB |
| ~Get Your Files Here !/02. Visual Studio Code/005. Using code cells.mp4 | 15.07 MB |
| ~Get Your Files Here !/02. Visual Studio Code/006. Extensions to Python language.en.srt | 1.96 KB |
| ~Get Your Files Here !/02. Visual Studio Code/006. Extensions to Python language.mp4 | 11.2 MB |
| ~Get Your Files Here !/02. Visual Studio Code/007. Understanding markdown cells.en.srt | 2.17 KB |
| ~Get Your Files Here !/02. Visual Studio Code/007. Understanding markdown cells.mp4 | 13.11 MB |
| ~Get Your Files Here !/03. NumPy Basics/008. NumPy overview.en.srt | 2.56 KB |
| ~Get Your Files Here !/03. NumPy Basics/008. NumPy overview.mp4 | 14.77 MB |
| ~Get Your Files Here !/03. NumPy Basics/009. NumPy arrays.en.srt | 4.68 KB |
| ~Get Your Files Here !/03. NumPy Basics/009. NumPy arrays.mp4 | 26.99 MB |
| ~Get Your Files Here !/03. NumPy Basics/010. Slicing.en.srt | 2.23 KB |
| ~Get Your Files Here !/03. NumPy Basics/010. Slicing.mp4 | 13.3 MB |
| ~Get Your Files Here !/03. NumPy Basics/011. Boolean indexing.en.srt | 4.37 KB |
| ~Get Your Files Here !/03. NumPy Basics/011. Boolean indexing.mp4 | 26.52 MB |
| ~Get Your Files Here !/03. NumPy Basics/012. Understanding broadcasting.en.srt | 2.93 KB |
| ~Get Your Files Here !/03. NumPy Basics/012. Understanding broadcasting.mp4 | 14.83 MB |
| ~Get Your Files Here !/03. NumPy Basics/013. Understanding array operations.en.srt | 1.88 KB |
| ~Get Your Files Here !/03. NumPy Basics/013. Understanding array operations.mp4 | 21.48 MB |
| ~Get Your Files Here !/03. NumPy Basics/014. Understanding ufuncs.en.srt | 3.74 KB |
| ~Get Your Files Here !/03. NumPy Basics/014. Understanding ufuncs.mp4 | 20.38 MB |
| ~Get Your Files Here !/03. NumPy Basics/015. Challenge Working with an image.en.srt | 1.74 KB |
| ~Get Your Files Here !/03. NumPy Basics/015. Challenge Working with an image.mp4 | 9.84 MB |
| ~Get Your Files Here !/03. NumPy Basics/016. Solution Working with an image.en.srt | 1.18 KB |
| ~Get Your Files Here !/03. NumPy Basics/016. Solution Working with an image.mp4 | 7.28 MB |
| ~Get Your Files Here !/04. pandas/017. pandas overview.en.srt | 2.07 KB |
| ~Get Your Files Here !/04. pandas/017. pandas overview.mp4 | 11.6 MB |
| ~Get Your Files Here !/04. pandas/018. Loading CSV files.en.srt | 4.66 KB |
| ~Get Your Files Here !/04. pandas/018. Loading CSV files.mp4 | 25.31 MB |
| ~Get Your Files Here !/04. pandas/019. Parsing time.en.srt | 2.63 KB |
| ~Get Your Files Here !/04. pandas/019. Parsing time.mp4 | 15.45 MB |
| ~Get Your Files Here !/04. pandas/020. Accessing rows and columns.en.srt | 5.95 KB |
| ~Get Your Files Here !/04. pandas/020. Accessing rows and columns.mp4 | 33 MB |
| ~Get Your Files Here !/04. pandas/021. Calculating speed.en.srt | 5.37 KB |
| ~Get Your Files Here !/04. pandas/021. Calculating speed.mp4 | 27.66 MB |
| ~Get Your Files Here !/04. pandas/022. Displaying speed box plot.en.srt | 4.06 KB |
| ~Get Your Files Here !/04. pandas/022. Displaying speed box plot.mp4 | 21.98 MB |
| ~Get Your Files Here !/04. pandas/023. Challenge Taxi data mean speed.en.srt | 506 B |
| ~Get Your Files Here !/04. pandas/023. Challenge Taxi data mean speed.mp4 | 3.26 MB |
| ~Get Your Files Here !/04. pandas/024. Solution Taxi data mean speed.en.srt | 1.17 KB |
| ~Get Your Files Here !/04. pandas/024. Solution Taxi data mean speed.mp4 | 7.49 MB |
| ~Get Your Files Here !/05. Installing Packages/025. Introduction to Python packages.en.srt | 4.06 KB |
| ~Get Your Files Here !/05. Installing Packages/025. Introduction to Python packages.mp4 | 24.18 MB |
| ~Get Your Files Here !/05. Installing Packages/026. Using environments.en.srt | 3.22 KB |
| ~Get Your Files Here !/05. Installing Packages/026. Using environments.mp4 | 19.29 MB |
| ~Get Your Files Here !/05. Installing Packages/027. Managing dependencies.en.srt | 2.41 KB |
| ~Get Your Files Here !/05. Installing Packages/027. Managing dependencies.mp4 | 12.77 MB |
| ~Get Your Files Here !/05. Installing Packages/028. Challenge Creating requirements.en.srt | 497 B |
| ~Get Your Files Here !/05. Installing Packages/028. Challenge Creating requirements.mp4 | 3.06 MB |
| ~Get Your Files Here !/05. Installing Packages/029. Solution Creating requirements.en.srt | 450 B |
| ~Get Your Files Here !/05. Installing Packages/029. Solution Creating requirements.mp4 | 2.85 MB |
| ~Get Your Files Here !/06. folium and Geo/030. Creating an initial map.en.srt | 2.34 KB |
| ~Get Your Files Here !/06. folium and Geo/030. Creating an initial map.mp4 | 13.32 MB |
| ~Get Your Files Here !/06. folium and Geo/031. Drawing a track on a map.en.srt | 4.09 KB |
| ~Get Your Files Here !/06. folium and Geo/031. Drawing a track on a map.mp4 | 23.64 MB |
| ~Get Your Files Here !/06. folium and Geo/032. Using geo data with Shapely.en.srt | 5.92 KB |
| ~Get Your Files Here !/06. folium and Geo/032. Using geo data with Shapely.mp4 | 34.48 MB |
| ~Get Your Files Here !/06. folium and Geo/033. Challenge Drawing the running track.en.srt | 406 B |
| ~Get Your Files Here !/06. folium and Geo/033. Challenge Drawing the running track.mp4 | 2.34 MB |
| ~Get Your Files Here !/06. folium and Geo/034. Solution Drawing the running track.en.srt | 1.11 KB |
| ~Get Your Files Here !/06. folium and Geo/034. Solution Drawing the running track.mp4 | 7.28 MB |
| ~Get Your Files Here !/07. NYC Taxi Data/035. Examining data.en.srt | 2.47 KB |
| ~Get Your Files Here !/07. NYC Taxi Data/035. Examining data.mp4 | 13.28 MB |
| ~Get Your Files Here !/07. NYC Taxi Data/036. Loading data from CSV files.en.srt | 2.28 KB |
| ~Get Your Files Here !/07. NYC Taxi Data/036. Loading data from CSV files.mp4 | 13.28 MB |
| ~Get Your Files Here !/07. NYC Taxi Data/037. Working with categorical data.en.srt | 3.86 KB |
| ~Get Your Files Here !/07. NYC Taxi Data/037. Working with categorical data.mp4 | 21.59 MB |
| ~Get Your Files Here !/07. NYC Taxi Data/038. Working with data Hourly trip rides.en.srt | 6.12 KB |
| ~Get Your Files Here !/07. NYC Taxi Data/038. Working with data Hourly trip rides.mp4 | 34.7 MB |
| ~Get Your Files Here !/07. NYC Taxi Data/039. Working with data Rides per hour.en.srt | 5.05 KB |
| ~Get Your Files Here !/07. NYC Taxi Data/039. Working with data Rides per hour.mp4 | 28.39 MB |
| ~Get Your Files Here !/07. NYC Taxi Data/040. Working with data Weather data.en.srt | 5.04 KB |
| ~Get Your Files Here !/07. NYC Taxi Data/040. Working with data Weather data.mp4 | 26.67 MB |
| ~Get Your Files Here !/07. NYC Taxi Data/041. Challenge Graphing taxi data.en.srt | 927 B |
| ~Get Your Files Here !/07. NYC Taxi Data/041. Challenge Graphing taxi data.mp4 | 5.58 MB |
| ~Get Your Files Here !/07. NYC Taxi Data/042. Solution Graphing taxi data.en.srt | 3.76 KB |
| ~Get Your Files Here !/07. NYC Taxi Data/042. Solution Graphing taxi data.mp4 | 21.67 MB |
| ~Get Your Files Here !/08. scikit-learn/043. scikit-learn introduction.en.srt | 1.95 KB |
| ~Get Your Files Here !/08. scikit-learn/043. scikit-learn introduction.mp4 | 11.07 MB |
| ~Get Your Files Here !/08. scikit-learn/044. Regression.en.srt | 8.48 KB |
| ~Get Your Files Here !/08. scikit-learn/044. Regression.mp4 | 46.18 MB |
| ~Get Your Files Here !/08. scikit-learn/045. Understanding train test split.en.srt | 2.9 KB |
| ~Get Your Files Here !/08. scikit-learn/045. Understanding train test split.mp4 | 17.32 MB |
| ~Get Your Files Here !/08. scikit-learn/046. Preprocessing data.en.srt | 4.37 KB |
| ~Get Your Files Here !/08. scikit-learn/046. Preprocessing data.mp4 | 25.79 MB |
| ~Get Your Files Here !/08. scikit-learn/047. Composing pipelines.en.srt | 2.84 KB |
| ~Get Your Files Here !/08. scikit-learn/047. Composing pipelines.mp4 | 15.34 MB |
| ~Get Your Files Here !/08. scikit-learn/048. Saving and loading models.en.srt | 2.54 KB |
| ~Get Your Files Here !/08. scikit-learn/048. Saving and loading models.mp4 | 14.15 MB |
| ~Get Your Files Here !/08. scikit-learn/049. Challenge Hand-written digits.en.srt | 1.76 KB |
| ~Get Your Files Here !/08. scikit-learn/049. Challenge Hand-written digits.mp4 | 10.66 MB |
| ~Get Your Files Here !/08. scikit-learn/050. Solution Hand-written digits.en.srt | 1.79 KB |
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