Step By Step Guide To Machine Learning - Freewebcart
Step by Step Guide to Machine Learning, A beginners guide to learn Machine Learning including Hands on from scratch. What you'll learn
Course Provider: Person
Course Provider Name: EdYoda Digital University
Course Provider URL: https://www.udemy.com/user/edyoda2/
Step by Step Guide to Machine Learning, A beginners guide to learn Machine Learning including Hands on from scratch.
What you’ll learn
Learn how to use NumPy to do fast mathematical calculations
Learn what is Machine Learning and Data Wrangling
Learn how to use scikit-learn for data-preprocessing
Learn different model selection and feature selections techniques
Learn about cluster analysis and anomaly detection
Learn about SVMs for classification, regression and outliers detection.
Step by Step Guide to Machine Learning Description
If you are looking to start your career in machine learning then this is the course for you.
This is a course designed in such a way that you will learn all the concepts of machine learning right from basic to advanced levels.
This course has 5 parts as given below:
- Introduction to Machine Learning& Data Wrangling
- Linear Models, Trees & Preprocessing
- Model Evaluation, Feature Selection & Pipelining
- Bayes, Nearest Neighbours & Clustering
- SVM, Anomalies, Imbalanced Classes, Ensemble Methods
- For the code explained in each lecture, you can find a GitHub link in the resources section.