You have been redirected to our United States website for programs relevant to you.
Gl Classroom Recordings

Machine Learning with Python

4.58 (427 Ratings)


Skill level


Course cost

About this course

This comprehensive course on machine learning explains the basic statistics and programming that are required to work on machine learning problems. The course explains the basics of Python programming and the various packages required for machine learning. It also covers statistical distributions and explains the various types of data you will need to work with. The course then teaches you a type of machine learning called reinforcement learning. Reinforcement learning has applications in game development, smart assistants, recommendation systems, and in industries as varied as finance, oil and gas, etc. The course will explain reinforcement learning using a real world case study to ensure that learning is practical and hands-on.

Skills covered

  • Python
  • Statistics
  • Reinforcement learning
  • Machine learning

Course Syllabus

Machine Learning with Python

  • Introduction of Python and Its Libraries
  • Data frames with Pandas
  • Working on Filtering and Adding Columns
  • Filtering and Sorting
  • Grouping the Data
  • Loops and Functions
  • Summarising Data
  • Types of Data
  • Visualization Libraries
  • Basics of Statistics
  • Descriptive Statistics
  • Measures of Central Tendency
  • Measures of Dispersion
  • Introduction to Reinforcement Learning
  • Framework of Reinforcement Learning
  • Q - Learning
  • Case Study on Smart Taxi
  • Cardio Good Fitness Case Study for Descriptive Statistics

Course Certificate

Get Machine Learning with Python course completion certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.

GL Academy Sample Certificate

Great Learning Academy - Free Online Certification Courses

Great Learning Academy, an initiative taken by Great Learning to provide free online courses in various domains, enables professionals and students to learn the most in-demand skills to help them achieve career success.

Great Learning Academy offers free certificate courses with 1000+ hours of content across 100+ courses in various domains such as Data Science, Machine Learning, Artificial Intelligence, IT & Software, Cloud Computing, Marketing & Finance, Big Data, and more. It has offered free online courses with certificates to 700,000+ learners from 140 countries. The Great Learning Academy platform allows you to achieve your career aspirations by working on real-world projects, learning in-demand skills, and gaining knowledge from the best free online courses with certificates. Apart from the free courses, it provides video content and live sessions with industry experts as well.

popup asset

Welcome to Great Learning Academy