15 Best Machine Learning Courses for Beginners

Introduction to AI & Machine Learning in Healthcare

Offered by MGH Institute of Health Professions

In this introductory course, you'll explore how Artificial Intelligence (AI) and Machine Learning (ML) are transforming healthcare. You'll build a solid foundation in AI and ML fundamentals, learning how these technologi...

Introduction to Machine Learning: Unsupervised Learning

Offered by University of Colorado Boulder

Introduction to Machine Learning: Unsupervised Learning explores how machines uncover structure, patterns, and relationships in data without labeled outcomes. In this course, you’ll learn how to analyze and visualize hig...

Introduction to Trading, Machine Learning & GCP

Offered by Google Cloud & New York Institute of Finance

In this course, you’ll learn about the fundamentals of trading, including the concept of trend, returns, stop-loss, and volatility. You will learn how to identify the profit source and structure of basic quantitative tra...

Introduction to Machine Learning

Offered by Duke University

This course provides a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) and demonstrates how they can s...

IBM Introduction to Machine Learning

Offered by IBM

Machine learning skills are becoming more and more essential in the modern job market. In 2019, Machine Learning Engineer was ranked as the #1 job in the United States, based on the incredible 344% growth of job openings...

Beginner Guide to Artificial Intelligence & Machine Learning

Implement Machine Learning algorithmsHow to improve your Machine Learning ModelsBuild a portfolio of work to have on your resumeSupervised and Unsupervised LearningExplore large datasets using data visualization tools li...

Introduction to Python for Machine Learning (In Indonesian)

Phyton bisa dibilang merupakan bahasa pemrograman utama dengan tingkat perkembangan yang pesat. Phyton bisa berkembang pesat dan cepat karena memiliki bahasa pemrograman yang cenderung 'ramah' dibanding lain nya. Dengan...

NumPy Mastery for Machine Learning & AI-Beginner to Pro 2025

Master NumPy step by step with coding exercises, real-world projects, and quizzes — build the foundation for ML, AI & Deep Learning.Course DescriptionNumPy is the foundation of nearly every Machine Learning, Deep Lea...

Machine Learning: from Zero to Hero: (1) Introduction to ML

Machine Learning: From Zero to Hero is a series of courses designed for anyone looking to start a career as an ML engineer, DL Engineer, data scientist, or AI engineer.This series approaches Machine Learning from two mai...

The Complete Machine Learning Bootcamp for Beginners 2025

The Machine Learning Bootcamp for Complete Beginners 2025 is the fastest way to start your journey into Python programming, data science, and machine learning—no prior experience required.We’ll start from the very basics...

Introduction to Machine Learning with Scikit-Learn

This course introduces machine learning covering the three main techniques used in industry: regression, classification, and clustering. It is designed to be self-contained, easy to approach, and fast to assimilate.You w...

Machine Learning & Artificial Intelligence Beginners Course

Congratulations and welcome to your Machine Learning & Artificial Intelligence learning journey! We’re thrilled to have you on board. By enrolling in this course, you’ve taken a bold step into the future—one where in...

Machine Learning for Absolute Beginners - Level 1

Offered by Packt

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the co...

Introduction to AI and Machine Learning on GC - Deutsch

Offered by Google Cloud

In diesem Kurs lernen Sie die KI- und ML-Funktionen von Google Cloud kennen. Der Schwerpunkt liegt auf der Entwicklung von Projekten mit generativer und prädiktiver KI. Dabei werden die verschiedenen Technologien, Produk...

Introduction to Machine Learning with SciKit Learn

Offered by CodeSignal

Build a practical foundation in machine learning with scikit-learn, from data preprocessing to model training and evaluation. Explore regression, classification, ensembles, cross-validation, and hyperparameter tuning.