Machine Learning with C++ : Choosing the Right Algorithm [Video]

5 (1 reviews total)

By Tom Joy

This course has been retired. Check out the alternatives below

What do you get with a Packt Subscription?

Making the Ml Algorithm Comply with One’s Needs
- The Course Overview
- How to Categorize the Modeled Problem?
- One from Many – Choosing the Algorithm
- Preprocessing Datasets
- Why Is It Not Working as Expected - Common Pitfalls
- Choosing Algorithm Parameters
Classification with Support Vector Machines
- When to Choose a SVM?
- Implementation of a SVM
- Discussion
Classification with Neural Networks
- When Is a Neural Network Appropriate?
- Implementation of a Neural Network
- Define the Network
- Train the Network
- Discussion
Clustering with Expectation Maximization
- When to Choose Expectation Maximization
- Implementing Expectation Maximization
- Training and Estimation of Parameters
- Discussion
Classification with KNN
- When to Choose a KNN?
- Implementing a KNN
- Discussion