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Data Science for Cycling - How to Visualize Gradient Ranges of a GPX Route

Part 5/6 - Learn to visualize gradient ranges of a route. By doing so, you'll know how much climbing you have in each gradient range (e.g., 10%-12%)

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Top 5 Books to Learn Data Science in 2022 For Complete Beginners

You got the basics covered and now you want to learn data science? Here are 5 excellent books to learn data science in 2022.

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5 Best Books to Learn Data Science Prerequisites - A Complete Beginner Guide

Want to learn data science but math and programming hold you back? We understand. Read these 5 books to learn data science prerequisites.

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Data Science For Cycling - How to Calculate Route Gradients From a Strava GPX File

Part 4/6 - Learn how to calculate and visualize route gradients from a Strava GPX file in Python

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Data Science For Cycling - How to Calculate Elevation Difference and Distance From Strava GPX Route

Part 3/6 - Learn how to calculate the elevation difference and distance between points in a GPX route, and how to visualize the elevation profile.

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Data Science For Cycling - How to Visualize GPX Strava Routes With Python and Folium

Part 2/6 - Learn how to visualize GPX Strava routes with Python and Folium - Draw Strava routes on a real interactive map.

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Data Science For Cycling — How To Read GPX Strava Routes With Python

Data Science for Cycling Part 1/6 - Learn what GPX file format is, how to explore it, and visualize with Python.

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How to Export and Load Anaconda Environments for Data Science Projects

Did you know you can export and share Anaconda environments? It boils down to a single Terminal command - here's how to get started with Python.

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How to Use Python and MissForest Algorithm to Impute Missing Data

Missing data is the worst. You can use a machine learning algorithm such as Random Forest to impute missing data - learn how.

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How to Handle Missing Data with Python and KNN

Missing data is a pain - learn how to impute it with Machine Learning algorithms, such as K Nearest Neighbors (KNN).