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[ CourseBoat.com ] Linkedin - Data Science Foundations - Python Scientific Stack (2022)
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1.22 GB
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[ CourseBoat.com ] Linkedin - Data Science Foundations - Python Scientific Stack (2022)
~Get Your Files Here !
08. scikit-learn
044. Regression.mp4
- 46.18 MB
046. Preprocessing data.mp4
- 25.79 MB
045. Understanding train test split.mp4
- 17.32 MB
047. Composing pipelines.mp4
- 15.34 MB
048. Saving and loading models.mp4
- 14.15 MB
043. scikit-learn introduction.mp4
- 11.07 MB
049. Challenge Hand-written digits.mp4
- 10.66 MB
050. Solution Hand-written digits.mp4
- 10.35 MB
044. Regression.en.srt
- 8.48 KB
046. Preprocessing data.en.srt
- 4.37 KB
045. Understanding train test split.en.srt
- 2.9 KB
047. Composing pipelines.en.srt
- 2.84 KB
048. Saving and loading models.en.srt
- 2.54 KB
043. scikit-learn introduction.en.srt
- 1.95 KB
050. Solution Hand-written digits.en.srt
- 1.79 KB
049. Challenge Hand-written digits.en.srt
- 1.76 KB
10. Other Packages
062. Understanding deep learning.mp4
- 43.36 MB
065. Working with bigger data.mp4
- 37.22 MB
064. Understand NLP.mp4
- 29.09 MB
063. Working with image processing.mp4
- 24.62 MB
061. Going faster with Numba.mp4
- 19.84 MB
060. Other packages overview.mp4
- 10.15 MB
062. Understanding deep learning.en.srt
- 7.05 KB
065. Working with bigger data.en.srt
- 6.15 KB
064. Understand NLP.en.srt
- 5.03 KB
063. Working with image processing.en.srt
- 3.91 KB
061. Going faster with Numba.en.srt
- 3.11 KB
060. Other packages overview.en.srt
- 1.67 KB
11. Development Process
067. Understanding source control.mp4
- 40.36 MB
069. Testing overview.mp4
- 22.58 MB
068. Code review.mp4
- 19.07 MB
070. Testing example.mp4
- 15.22 MB
066. Development process overview.mp4
- 6.94 MB
067. Understanding source control.en.srt
- 6.79 KB
069. Testing overview.en.srt
- 3.92 KB
068. Code review.en.srt
- 3.61 KB
070. Testing example.en.srt
- 2.54 KB
066. Development process overview.en.srt
- 1.1 KB
07. NYC Taxi Data
038. Working with data Hourly trip rides.mp4
- 34.7 MB
039. Working with data Rides per hour.mp4
- 28.39 MB
040. Working with data Weather data.mp4
- 26.67 MB
042. Solution Graphing taxi data.mp4
- 21.67 MB
037. Working with categorical data.mp4
- 21.59 MB
036. Loading data from CSV files.mp4
- 13.28 MB
035. Examining data.mp4
- 13.28 MB
041. Challenge Graphing taxi data.mp4
- 5.58 MB
038. Working with data Hourly trip rides.en.srt
- 6.12 KB
039. Working with data Rides per hour.en.srt
- 5.05 KB
040. Working with data Weather data.en.srt
- 5.04 KB
037. Working with categorical data.en.srt
- 3.86 KB
042. Solution Graphing taxi data.en.srt
- 3.76 KB
035. Examining data.en.srt
- 2.47 KB
036. Loading data from CSV files.en.srt
- 2.28 KB
041. Challenge Graphing taxi data.en.srt
- 927 B
06. folium and Geo
032. Using geo data with Shapely.mp4
- 34.48 MB
031. Drawing a track on a map.mp4
- 23.64 MB
030. Creating an initial map.mp4
- 13.32 MB
034. Solution Drawing the running track.mp4
- 7.28 MB
033. Challenge Drawing the running track.mp4
- 2.34 MB
032. Using geo data with Shapely.en.srt
- 5.92 KB
031. Drawing a track on a map.en.srt
- 4.09 KB
030. Creating an initial map.en.srt
- 2.34 KB
034. Solution Drawing the running track.en.srt
- 1.11 KB
033. Challenge Drawing the running track.en.srt
- 406 B
04. pandas
020. Accessing rows and columns.mp4
- 33 MB
021. Calculating speed.mp4
- 27.66 MB
018. Loading CSV files.mp4
- 25.31 MB
022. Displaying speed box plot.mp4
- 21.98 MB
019. Parsing time.mp4
- 15.45 MB
017. pandas overview.mp4
- 11.6 MB
024. Solution Taxi data mean speed.mp4
- 7.49 MB
023. Challenge Taxi data mean speed.mp4
- 3.26 MB
020. Accessing rows and columns.en.srt
- 5.95 KB
021. Calculating speed.en.srt
- 5.37 KB
018. Loading CSV files.en.srt
- 4.66 KB
022. Displaying speed box plot.en.srt
- 4.06 KB
019. Parsing time.en.srt
- 2.63 KB
017. pandas overview.en.srt
- 2.07 KB
024. Solution Taxi data mean speed.en.srt
- 1.17 KB
023. Challenge Taxi data mean speed.en.srt
- 506 B
03. NumPy Basics
009. NumPy arrays.mp4
- 26.99 MB
011. Boolean indexing.mp4
- 26.52 MB
013. Understanding array operations.mp4
- 21.48 MB
014. Understanding ufuncs.mp4
- 20.38 MB
012. Understanding broadcasting.mp4
- 14.83 MB
008. NumPy overview.mp4
- 14.77 MB
010. Slicing.mp4
- 13.3 MB
015. Challenge Working with an image.mp4
- 9.84 MB
016. Solution Working with an image.mp4
- 7.28 MB
009. NumPy arrays.en.srt
- 4.68 KB
011. Boolean indexing.en.srt
- 4.37 KB
014. Understanding ufuncs.en.srt
- 3.74 KB
012. Understanding broadcasting.en.srt
- 2.93 KB
008. NumPy overview.en.srt
- 2.56 KB
010. Slicing.en.srt
- 2.23 KB
013. Understanding array operations.en.srt
- 1.88 KB
015. Challenge Working with an image.en.srt
- 1.74 KB
016. Solution Working with an image.en.srt
- 1.18 KB
09. Plotting
053. Customizing pandas output.mp4
- 26.06 MB
057. Other plotting packages.mp4
- 25.36 MB
054. pandas plotting.mp4
- 20.55 MB
055. Using Matplotlib with pandas.mp4
- 17.18 MB
056. Interactive plots.mp4
- 15.44 MB
052. Using styles.mp4
- 13.28 MB
059. Solution Stocking data bar charts.mp4
- 12.76 MB
051. Matplotlib overview.mp4
- 8.88 MB
058. Challenge Stocking data bar charts.mp4
- 3.89 MB
053. Customizing pandas output.en.srt
- 4.69 KB
057. Other plotting packages.en.srt
- 3.89 KB
054. pandas plotting.en.srt
- 3.12 KB
055. Using Matplotlib with pandas.en.srt
- 2.89 KB
056. Interactive plots.en.srt
- 2.42 KB
052. Using styles.en.srt
- 2.23 KB
059. Solution Stocking data bar charts.en.srt
- 2 KB
051. Matplotlib overview.en.srt
- 1.46 KB
058. Challenge Stocking data bar charts.en.srt
- 661 B
05. Installing Packages
025. Introduction to Python packages.mp4
- 24.18 MB
026. Using environments.mp4
- 19.29 MB
027. Managing dependencies.mp4
- 12.77 MB
028. Challenge Creating requirements.mp4
- 3.06 MB
029. Solution Creating requirements.mp4
- 2.85 MB
025. Introduction to Python packages.en.srt
- 4.06 KB
026. Using environments.en.srt
- 3.22 KB
027. Managing dependencies.en.srt
- 2.41 KB
028. Challenge Creating requirements.en.srt
- 497 B
029. Solution Creating requirements.en.srt
- 450 B
02. Visual Studio Code
004. Working with VS Code.mp4
- 15.99 MB
005. Using code cells.mp4
- 15.07 MB
007. Understanding markdown cells.mp4
- 13.11 MB
006. Extensions to Python language.mp4
- 11.2 MB
004. Working with VS Code.en.srt
- 2.64 KB
005. Using code cells.en.srt
- 2.53 KB
007. Understanding markdown cells.en.srt
- 2.17 KB
006. Extensions to Python language.en.srt
- 1.96 KB
01. Introduction
001. The Python scientific stack.mp4
- 7.52 MB
003. Setting up.mp4
- 4.69 MB
002. What you should know.mp4
- 3.49 MB
001. The Python scientific stack.en.srt
- 1.36 KB
003. Setting up.en.srt
- 637 B
002. What you should know.en.srt
- 564 B
12. Conclusion
071. Next steps.mp4
- 3.71 MB
071. Next steps.en.srt
- 441 B
Bonus Resources.txt
- 386 B
Get Bonus Downloads Here.url
- 180 B
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InfoHash:
D29C6A3B97DEE238204817E8355D6FDF0F52E613
Last updated:
Mar 14, 2022
File count:
144 B
File Category:
1
Tags:
courseboat, linkedin, data, science, foundations, python, scientific, stack
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