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

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

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

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

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

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

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 — 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

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

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

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).

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