Machine Learning using Python
Machine Learning using Python
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.
Trainer Wei-Meng Lee
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.
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 o Predicting student performance
Detecting cancer
And more...
For developers who are venturing into Data Science using Pyhton. 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.
Basic programming experience
Understanding of basic object-oriented programming concepts
Hardvare: Mac / Windows laptop
Software:Jupyter Notebook
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 make 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.