Full Machine Learning Project — Counting Repetitions (Part 7)
Welcome back! In this video, we are going to create a function that can count repetitions based on the accelerometer and gyroscope data.
👉🏻 Source material for this week: https://docs.datalumina.io/etR0bumOqK...
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Project overview (what you will learn)
Part 1 — Introduction, goal, quantified self, MetaMotion sensor, dataset
Part 2 — Converting raw data, reading CSV files, splitting data, cleaning
Part 3 — Visualizing data, plotting time series data
Part 4 — Outlier detection, Chauvenet’s criterion, local outlier factor
Part 5 — Feature engineering, frequency, low pass filter, PCA, clustering
Part 6 — Predictive modelling, Naive Bayes, SVMs, random forest, neural network
Part 7 — Counting repetitions, creating a custom algorithm
Link to playlist: • Full Machine Learning Project: Coding...
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