Classic Machine Learning with Python

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

Classic Machine Learning with Python

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.


Python and Pandas Warm-Up

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

Data Preparation and Simple Learners

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

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.

First Capstone Project

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

Second Capstone Project

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

Why Edlitera?

Build the coding, data and AI skills you need, online, on your own schedule. From learning to code as a beginner to mastering cutting-edge data science, machine learning and AI techniques.

Learning for the real world

Our courses are made with the input and feedback of top teams at Fortune 500 companies in Silicon Valley and on Wall Street.

No-fluff learning

Each minute of each course is packed full of insight, best practices and real-world experience from our expert instructors.

Learn by doing

Start writing code on your computer from Day One. Practice on hundreds of exercises. Apply your skills in mini-projects. Get instant feedback from video solutions.

Complete learning tracks

With over 150 hours of video lectures and hundreds of practice exercises and projects, our learning tracks will help you level up your skills whether you are a novice or an advanced learner.

Frequently Asked Questions

1. Who is this course for?
2. Is this a MOOC (Massive Open Online Course)?
3. What is the format of this course?
4. Can you tweak the content of the course for my team?
5. What if I have other questions?

What people are saying

"I walked into the bootcamp with some basic Python syntax and walked out with a much stronger, contextualized grasp of Python, an understanding of common mistakes, the ability to solve basic coding problems, and confidence in my ability to learn more."

Randi S., Edlitera Student
Randi S., a graduate of Edlitera's Python training bootcamp

"I wanted to learn Python and be able to process data without being tied and limited by Excel and macros. These classes gave me all the tools to do so and beyond. The materials provided, the engagement of the class by the tutors and their availability to help us were excellent."

Gaston G., Edlitera Student
Gaston G., a graduate of Edlitera's Python training bootcamp

Have a question?

Contact us any time, we’d love to hear from you!