Courses Classic Machine Learning with Python

Classic Machine Learning with Python

Master the most popular machine learning algorithms and methods available in Python's ecosystem.

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What will I learn?

Learn about the most widely used machine learning algorithms and their Python implementations.
Gain an understanding of when to use each algorithm or modeling technique.

Build two capstone projects using the algorithms and techniques you've learned.

Curriculum

MODULE 1

Python and Pandas Warm-Up

Brush up on some critical Pandas and exploratory data analysis concepts.

MODULE 2

Data Preparation and Simple Learners

Dive into the basics of machine learning, starting from feature selection and engineering, through simple supervised modeling algorithms.

MODULE 3

Ensemble Methods and Unsupervised Learning

Gain an understanding of how simple learners are combined into some of the most powerful data modeling methods currently in use.

MODULE 4

First Capstone Project

With your instructor's guidance, use what you've learned in this class to build a custom project.

MODULE 5

Second Capstone Project

With your instructor's guidance, use what you've learned in this class to build a custom project.

Live, Online, Instructor-Led

Learn face-to-face in live online sessions with your instructor and peers from anywhere in the world.

Hands On

All our trainings involve in-class, hands on practice that is relevant to your team's goals. At the end of the training, your team will be ready to hit the ground running.

Elite Instructors

Learn from an elite team of industry experts who have taught at universities such as Harvard, and have trained teams at companies such as ANZ Bank.

Help When You Need It

Forget about the frustration of getting stuck while watching online videos. Our instructors are here to help in-between sessions, so you can have a smooth learning experience.