CourseBoat com Linkedin Data Science Foundations Python Scientific Stack 2022

CourseBoat com Linkedin Data Science Foundations Python Scientific Stack 2022

Name	[ CourseBoat.com ] Linkedin - Data Science Foundations - Python Scientific Stack (2022)	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.3 GB
Total Files	144
Last Seen	2025-07-20 00:13
Hash	D29C6A3B97DEE238204817E8355D6FDF0F52E613

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Get Bonus Downloads Here.url	0.2 KB
/01. Introduction/
001. The Python scientific stack.en.srt	1.4 KB
001. The Python scientific stack.mp4	7.9 MB
002. What you should know.en.srt	0.6 KB
002. What you should know.mp4	3.7 MB
003. Setting up.en.srt	0.6 KB
003. Setting up.mp4	4.9 MB
/.../02. Visual Studio Code/
004. Working with VS Code.en.srt	2.7 KB
004. Working with VS Code.mp4	16.8 MB
005. Using code cells.en.srt	2.6 KB
005. Using code cells.mp4	15.8 MB
006. Extensions to Python language.en.srt	2.0 KB
006. Extensions to Python language.mp4	11.7 MB
007. Understanding markdown cells.en.srt	2.2 KB
007. Understanding markdown cells.mp4	13.7 MB
/.../03. NumPy Basics/
008. NumPy overview.en.srt	2.6 KB
008. NumPy overview.mp4	15.5 MB
009. NumPy arrays.en.srt	4.8 KB
009. NumPy arrays.mp4	28.3 MB
010. Slicing.en.srt	2.3 KB
010. Slicing.mp4	13.9 MB
011. Boolean indexing.en.srt	4.5 KB
011. Boolean indexing.mp4	27.8 MB
012. Understanding broadcasting.en.srt	3.0 KB
012. Understanding broadcasting.mp4	15.5 MB
013. Understanding array operations.en.srt	1.9 KB
013. Understanding array operations.mp4	22.5 MB
014. Understanding ufuncs.en.srt	3.8 KB
014. Understanding ufuncs.mp4	21.4 MB
015. Challenge Working with an image.en.srt	1.8 KB
015. Challenge Working with an image.mp4	10.3 MB
016. Solution Working with an image.en.srt	1.2 KB
016. Solution Working with an image.mp4	7.6 MB
/04. pandas/
017. pandas overview.en.srt	2.1 KB
017. pandas overview.mp4	12.2 MB
018. Loading CSV files.en.srt	4.8 KB
018. Loading CSV files.mp4	26.5 MB
019. Parsing time.en.srt	2.7 KB
019. Parsing time.mp4	16.2 MB
020. Accessing rows and columns.en.srt	6.1 KB
020. Accessing rows and columns.mp4	34.6 MB
021. Calculating speed.en.srt	5.5 KB
021. Calculating speed.mp4	29.0 MB
022. Displaying speed box plot.en.srt	4.2 KB
022. Displaying speed box plot.mp4	23.1 MB
023. Challenge Taxi data mean speed.en.srt	0.5 KB
023. Challenge Taxi data mean speed.mp4	3.4 MB
024. Solution Taxi data mean speed.en.srt	1.2 KB
024. Solution Taxi data mean speed.mp4	7.9 MB
/.../05. Installing Packages/
025. Introduction to Python packages.en.srt	4.2 KB
025. Introduction to Python packages.mp4	25.4 MB
026. Using environments.en.srt	3.3 KB
026. Using environments.mp4	20.2 MB
027. Managing dependencies.en.srt	2.5 KB
027. Managing dependencies.mp4	13.4 MB
028. Challenge Creating requirements.en.srt	0.5 KB
028. Challenge Creating requirements.mp4	3.2 MB
029. Solution Creating requirements.en.srt	0.5 KB
029. Solution Creating requirements.mp4	3.0 MB
/.../06. folium and Geo/
030. Creating an initial map.en.srt	2.4 KB
030. Creating an initial map.mp4	14.0 MB
031. Drawing a track on a map.en.srt	4.2 KB
031. Drawing a track on a map.mp4	24.8 MB
032. Using geo data with Shapely.en.srt	6.1 KB
032. Using geo data with Shapely.mp4	36.2 MB
033. Challenge Drawing the running track.en.srt	0.4 KB
033. Challenge Drawing the running track.mp4	2.5 MB
034. Solution Drawing the running track.en.srt	1.1 KB
034. Solution Drawing the running track.mp4	7.6 MB
/.../07. NYC Taxi Data/
035. Examining data.en.srt	2.5 KB
035. Examining data.mp4	13.9 MB
036. Loading data from CSV files.en.srt	2.3 KB
036. Loading data from CSV files.mp4	13.9 MB
037. Working with categorical data.en.srt	3.9 KB
037. Working with categorical data.mp4	22.6 MB
038. Working with data Hourly trip rides.en.srt	6.3 KB
038. Working with data Hourly trip rides.mp4	36.4 MB
039. Working with data Rides per hour.en.srt	5.2 KB
039. Working with data Rides per hour.mp4	29.8 MB
040. Working with data Weather data.en.srt	5.2 KB
040. Working with data Weather data.mp4	28.0 MB
041. Challenge Graphing taxi data.en.srt	0.9 KB
041. Challenge Graphing taxi data.mp4	5.9 MB
042. Solution Graphing taxi data.en.srt	3.8 KB
042. Solution Graphing taxi data.mp4	22.7 MB
/.../08. scikit-learn/
043. scikit-learn introduction.en.srt	2.0 KB
043. scikit-learn introduction.mp4	11.6 MB
044. Regression.en.srt	8.7 KB
044. Regression.mp4	48.4 MB
045. Understanding train test split.en.srt	3.0 KB
045. Understanding train test split.mp4	18.2 MB
046. Preprocessing data.en.srt	4.5 KB
046. Preprocessing data.mp4	27.0 MB
047. Composing pipelines.en.srt	2.9 KB
047. Composing pipelines.mp4	16.1 MB
048. Saving and loading models.en.srt	2.6 KB
048. Saving and loading models.mp4	14.8 MB
049. Challenge Hand-written digits.en.srt	1.8 KB
049. Challenge Hand-written digits.mp4	11.2 MB
050. Solution Hand-written digits.en.srt	1.8 KB
050. Solution Hand-written digits.mp4	10.8 MB
/09. Plotting/
051. Matplotlib overview.en.srt	1.5 KB
051. Matplotlib overview.mp4	9.3 MB
052. Using styles.en.srt	2.3 KB
052. Using styles.mp4	13.9 MB
053. Customizing pandas output.en.srt	4.8 KB
053. Customizing pandas output.mp4	27.3 MB
054. pandas plotting.en.srt	3.2 KB
054. pandas plotting.mp4	21.5 MB
055. Using Matplotlib with pandas.en.srt	3.0 KB
055. Using Matplotlib with pandas.mp4	18.0 MB
056. Interactive plots.en.srt	2.5 KB
056. Interactive plots.mp4	16.2 MB
057. Other plotting packages.en.srt	4.0 KB
057. Other plotting packages.mp4	26.6 MB
058. Challenge Stocking data bar charts.en.srt	0.7 KB
058. Challenge Stocking data bar charts.mp4	4.1 MB
059. Solution Stocking data bar charts.en.srt	2.1 KB
059. Solution Stocking data bar charts.mp4	13.4 MB
/.../10. Other Packages/
060. Other packages overview.en.srt	1.7 KB
060. Other packages overview.mp4	10.6 MB
061. Going faster with Numba.en.srt	3.2 KB
061. Going faster with Numba.mp4	20.8 MB
062. Understanding deep learning.en.srt	7.2 KB
062. Understanding deep learning.mp4	45.5 MB
063. Working with image processing.en.srt	4.0 KB
063. Working with image processing.mp4	25.8 MB
064. Understand NLP.en.srt	5.2 KB
064. Understand NLP.mp4	30.5 MB
065. Working with bigger data.en.srt	6.3 KB
065. Working with bigger data.mp4	39.0 MB
/.../11. Development Process/
066. Development process overview.en.srt	1.1 KB
066. Development process overview.mp4	7.3 MB
067. Understanding source control.en.srt	7.0 KB
067. Understanding source control.mp4	42.3 MB
068. Code review.en.srt	3.7 KB
068. Code review.mp4	20.0 MB
069. Testing overview.en.srt	4.0 KB
069. Testing overview.mp4	23.7 MB
070. Testing example.en.srt	2.6 KB
070. Testing example.mp4	16.0 MB
/12. Conclusion/
071. Next steps.en.srt	0.4 KB
071. Next steps.mp4	3.9 MB
/~Get Your Files Here !/
Bonus Resources.txt	0.4 KB
Total files 144