Dimensionality Reduction

Sort options

Specialized Models: Time Series and Survival Analysis (Coursera)

Sep 20th 2021
Specialized Models: Time Series and Survival Analysis (Coursera)
Course Auditing
Categories
Effort
Languages
This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. You will learn how to find analyze data with a time component and censored data that needs outcome inference. You will learn a few techniques for Time Series Analysis [...]
0
No votes yet
Sep 20th 2021
Course Auditing
31.00 EUR/month

Capstone Project: Advanced AI for Drug Discovery (Coursera)

Sep 13th 2021
Capstone Project: Advanced AI for Drug Discovery (Coursera)
Course Auditing
Categories
Effort
Languages
In this capstone project course, we'll compare genome sequences of COVID-19 mutations to identify potential areas a drug therapy can look to target. The first step in drug discovery involves identifying target subsequences of theirs genome to target. We'll start by comparing the genomes of virus mutations to look [...]
0
No votes yet
Sep 13th 2021
Course Auditing
32.00 EUR/month

Mathematics for Machine Learning: PCA (Coursera)

This intermediate-level course introduces the mathematical foundations to derive Principal Component Analysis (PCA), a fundamental dimensionality reduction technique. We'll cover some basic statistics of data sets, such as mean values and variances, we'll compute distances and angles between vectors using inner products and derive orthogonal projections of data onto [...]
0
No votes yet