Intro to Machine Learning Courses and Certifications

Machine Learning Course

An introductory, theory-focused exploration of machine learning covering generalization, model complexity, neural networks, support vector machines, and kernel methods.

• YouTube
• 1 day
• Self-Paced
• Free Video

Machine Learning with Python: A Practical Introduction

425 ratings at edX

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started

• edX
• 5 weeks, 4-6 hours a week
• Self-Paced
• Free Online Course (Audit)

Learn to use simple and multiple linear regression to predict values from data.

• Codecademy
• 3 hours
• Self-Paced
• Free Trial Available

IIT Madras;  NPTEL

Machine Learning

4 ratings

In this course we intend to introduce some of the basic concepts of machine learning from a mathematically well motivated perspective. We will cover the different learning paradigms and some of the more popular algorithms and architectures used in each o…

• YouTube
• 1 day 12 hours
• Self-Paced
• Free Video

Career Certificate

FinTech Industry Professional (FTIP®) Certification

16156 ratings at Corporate Finance Institute

Master the emerging technologies driving the future of finance

• Corporate Finance Institute
• Self-Paced
• Paid Course

Learn the basics of Machine Learning in this introductory course.

• Codecademy
• 20 hours
• Self-Paced
• Free Trial Available

IIT Madras;  NPTEL

Introduction to Machine Learning

2 ratings

Work through machine learning from a mathematical perspective: regression, logistic regression and SVMs, neural networks, decision trees and ensembles, graphical models, clustering, and reinforcement learning.

• Swayam
• 12 weeks, 3-4 hours a week
• Available until Oct 9, 2026
• Free Online Course

Amazon Web Services;  Amazon

Machine Learning Terminology and Process

2 ratings

Walk through each stage of the machine learning process step by step, learning the basic terminology and common techniques used during a typical ML project.

• AWS Skill Builder
• 8 hours
• Self-Paced
• Free Certificate

MathWorks

Machine Learning Onramp

2 ratings

Learn the basics of practical machine learning methods for classification problems.

• MATLAB Academy
• 2 hours
• Self-Paced
• Free Certificate

Machine Learning with Python for Managers

Introduces managers to machine learning concepts and Python-based techniques for applying models to business decisions, from forecasting and segmentation to evaluation.

• Swayam
• 12 weeks
• Available until Oct 31, 2026
• Free Online Course

Bloomberg

Foundations of Machine Learning

1 rating

Understand the Concepts, Techniques and Mathematical Frameworks Used by Experts in Machine Learning

• Independent
• Self-Paced
• Free Online Course

Machine Learning with Python and Scikit-Learn – Full Course

1 rating

Learn core supervised and unsupervised machine learning algorithms in Python with Scikit-Learn, then build a project from scratch and deploy it with Flask.

• freeCodeCamp
• 18 hours 1 minute
• Self-Paced
• Free Video

Amazon Web Services;  Amazon

Quiz - Machine Learning Fundamentals

1 rating

A short assessment of core machine learning concepts, from learning paradigms and algorithms to evaluation metrics, validation, and overfitting.

• AWS Skill Builder
• 10 minutes
• Self-Paced
• Free Certificate

Machine Learning Crash Course with TensorFlow APIs

1 rating

Machine Learning Crash Course features a series of lessons with video lectures, real-world case studies, and hands-on practice exercises.

• Independent
• 15 hours
• Self-Paced
• Free Online Course

Amazon Web Services;  Amazon

Introduction to Machine Learning: Art of the Possible

1 rating

Understand machine learning fundamentals for business decisions: define AI versus ML, the ML flywheel, affected business domains, and problems of model complexity, unexplainability, and uncertainty.

• AWS Skill Builder
• Self-Paced
• Free Certificate