Sports Analytics with Python - Wearable Device Data

Buğra Balantekin

A hands-on in-person class that covers how to extract, visualize, manipulate data from sport watches & predict race finish time with python

Manhattan

A﻿re you interested in extracting insights from the data collected by the sensors of wearable devices (smart watches, Heart Rate Bands etc.)I﻿f you&#x27;re a coach / athlete or machine learning expert, you can benefit from this hands on workshop.F﻿irst, we&#x27;ll demonstrate how to gather data from wearable device. Then raw data will be manipulated for visualization.A﻿fter these steps Half and Full Marathon finish time will be predicted with regression algorithms using the previous training data.M﻿oreover if you&#x27;re a coach training a team, clustering team members will be explained as well for extracting hidden patterns and insights. Here&#x27;s a﻿ list of data to be used for visualization and modeling:<ul><li>H﻿eart Rates and Zones</li><li>V﻿O2Max</li><li>C﻿alories</li><li>R﻿espiration Rate (brpm)</li><li>R﻿unning Pace</li><li>C﻿ycling Power (Watts)</li><li>R﻿unning/Cycling Cadence (spm)</li><li>E﻿levation</li><li>S﻿tride Length (meters)</li><li>V﻿ertical Oscillation (cm)</li><li>G﻿round Contact Time (ms)</li><li>T﻿emperature</li><li>4﻿00mt, 1km, 5km race finish times</li></ul>Instructor&#x27;s Info:<a href="https://medium.com/@balantekinbgr" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Medium Profile</a> <a href="https://www.instagram.com/balantekin" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">Instagram Profile</a> <a href="https://www.linkedin.com/in/bu%C4%9Fra-balantekin-bb8b14110/" target="_blank" data-msys-clicktrack="0" rel="nofollow noopener noreferrer">LinkedIn Profile</a>

Our {communityGuidelinesLink} describe the sort of content we prohibit on Eventbrite. If you suspect an event may be in violation, you can report it to us so we can investigate.

To report other categories of prohibited or illegal content, submit {link}

Sports Analytics with Python - Wearable Device Data

More events from Buğra Balantekin

Discover more events from Buğra Balantekin, from Science & Tech to other experiences you might love.

Sports Analytics with Python - Wearable Device Data

More events from Buğra Balantekin

Discover more events from Buğra Balantekin, from Science & Tech to other experiences you might love.

You might also like...

Browse more events with different dates, prices, and formats to find your next great experience.