Series of notebooks and scripts from my various Medium articles.
Follow me at: @naveen.venkatesan
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Visualizing the 2019–20 English Premier League Season with Matplotlib and Pandas
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An Introduction to Making Dynamic and Interactive Plots with D3
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Pizza? Or Pasta? Create an Image classifier with Keras in 30 Minutes
Link to Article: https://towardsdatascience.com/visualizing-musical-intervals-with-lissajous-curves-351248ee30ff
Notebook: lissajous.ipynb
Link to Article: https://towardsdatascience.com/scraping-nfl-stats-to-compare-quarterback-efficiencies-4989642e02fe
Notebook: nfl-stats.ipynb
Link to Article: https://towardsdatascience.com/visualizing-the-2019-20-english-premier-league-season-with-matplotlib-and-pandas-fd491a07cfda
Notebook: epl-2019-2020.ipynb
Link to Article: https://medium.com/swlh/generating-candlestick-charts-from-scratch-ef6e1d3cf0e9
Notebook: stocks.ipynb
Link to Article: https://towardsdatascience.com/make-a-simple-nba-shot-chart-with-python-e5d70db45d0d
Notebook: nba_shotchart.ipynb
Link to Article: https://medium.com/@naveen.venkatesan/an-introduction-to-making-dynamic-and-interactive-plots-with-d3-a9e859413c5a
JavaScript: plot.js
Link to Article: https://towardsdatascience.com/pizza-or-pasta-create-an-image-classifier-with-keras-in-30-minutes-e8ef5c8e2a31
Notebook: keras-classifier.ipynb
Link to Article: https://towardsdatascience.com/scheduling-notebook-and-script-runs-with-github-actions-cc60f3ac17f2
Notebook: weather_locations.ipynb
Link to Article: https://towardsdatascience.com/analyzing-and-plotting-nfl-data-with-nflfastpy-and-plotly-a170a09cad6
Notebook: nflfastpy.ipynb