Machine Learning Capstone
Completed by Michail Mathioudakis
July 11, 2024
19 hours (approximately)
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What you will learn
Compare and contrast different machine learning algorithms by creating recommender systems in Python
Predict course ratings by training a neural network and constructing regression and classification models
Create recommendation systems by applying your knowledge of KNN, PCA, and non-negative matrix collaborative filtering
Develop a final presentation and evaluate your peers’ projects
Skills you will gain
- Category: Unsupervised Learning
- Category: Exploratory Data Analysis
- Category: Statistical Analysis
- Category: Regression Analysis
- Category: Supervised Learning
- Category: Artificial Neural Networks
- Category: Machine Learning Algorithms
- Category: Data Presentation
- Category: Applied Machine Learning
- Category: Predictive Analytics
- Category: Data Analysis
- Category: Keras (Neural Network Library)