Training – Introduction to Machine Learning using Python (IOT205)

In this 2-day workshop, you will be introduced to Machine Learning using Python. You will learn about the various libraries used in Python for machine learning, as well as the fundamental principles of some common machine learning algorithms.

Topics

What is Machine Learning?
Types of Machine Learning Algorithms
- Classification
- Anomaly Detection
- Regression
- Clustering
- Reinforced Learning
What is Predictive Analytics?
Introduction to Machine Learning using Python
Using Machine Learning Algorithms in Python
- Linear Regression
- Logistics Regression
- Naïve Bayes
- Decision Tree
- Random Forest
- Support Vector Machine
- K-Nearest Neighbours (KNN)
- K-Means
Projects
- Predicting student performance
- Detecting cancer
- And more…

Prerequisites

Basic programming experience
Understanding of basic object-oriented programming concepts

Hardware

Mac / Windows laptop

Software

Jupyter Notebook

About the course

Duration – 2-day
Trainer – Wei-Meng Lee
Standard price – 449 Eur + VAT
Date – to be announced (if you’re interested, please contact edgars@devclub.lv)
Location – online

About Wei-Meng Lee

Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (http://www.learn2develop.net), a technology company specializing in hands-on training on the latest mobile technologies. Wei-Meng has many years of training experiences and his training courses place special emphasis on the learning-by-doing approach. His hands-on approach to learning programming makes understanding the subject much easier than reading books, tutorials, and documentations. His name regularly appears in online and print publications such as DevX.com, MobiForge.com, and CoDe Magazine.

Some of Wei-Meng Lee’s Clients