Free Online Machine Learning Courses & MOOCs

Coursera

DeepLearning.AI

Custom Models, Layers, and Loss Functions with TensorFlow (Coursera)

Data Science

Dive into the world of advanced TensorFlow techniques with 'Custom Models, Layers, and Loss Functions with TensorFlow'. This course will equip you with the skills to build custom machine learning models, craft unique layers, and develop tailored loss functions. Whether you're a data scientist aiming to enhance your neural network's capabilities or an aspiring developer looking to delve deeper into TensorFlow's potential, this course offers a pathway to mastering complex model architectures.

Sep 21st 2026

5-12 Weeks

Machine Learning Neural Networks Players

EdX

HarvardX,Harvard University

Applications of TinyML (edX)

Statistics & Data Analysis

Dive into the world of Tiny Machine Learning with our Applications of TinyML course. This hands-on program will guide you through real-world case studies, showcasing practical applications such as keyword spotting, visual wake words, and gesture recognition. Gain insights directly from industry experts on deploying models onto tiny or deeply embedded devices.

Self Paced

Self-Paced

Machine Learning Anomaly Detection Tiny Machine Learning (TinyML) Professional Certificate

Coursera

MathWorks

Data Science Project: MATLAB for the Real World (Coursera)

Statistics & Data Analysis Data Science

Dive deep into practical data science with Coursera's 'Data Science Project: MATLAB for the Real World.' In this comprehensive course, you'll apply all the skills acquired throughout the Practical Data Science with MATLAB specialization to tackle real-world problems. Choose your own dataset and embark on a journey of exploration, preparation, analysis, modeling, evaluation, and communication to answer key questions using MATLAB.

Sep 21st 2026

4 Weeks

ML MATLAB Machine Learning

Coursera

CertNexus

Build Regression, Classification, and Clustering Models (Coursera)

Data Science

Dive into the world of machine learning with our expert-led course designed to equip you with essential skills in building powerful regression, classification, and clustering models. Learn from industry professionals and apply your knowledge to real-world scenarios for practical experience.

Sep 21st 2026

5-12 Weeks

ML Machine Learning Linear Algebra

Coursera

CertNexus

Solve Business Problems with AI and Machine Learning (Coursera)

Data Science

Unlock the potential of Artificial Intelligence and Machine Learning to tackle business challenges head-on. This comprehensive course serves as a gateway into the world of AI/ML, equipping you with the knowledge to leverage these powerful tools for innovation and decision-making within your organization.

Sep 21st 2026

4 Weeks

ML Artificial Intelligence Data Structures

Coursera

CertNexus

Follow a Machine Learning Workflow (Coursera)

Data Science

Dive into the essential steps of the machine learning workflow with our expert-led course. From problem formulation to model presentation and deployment, learn how to effectively implement AI solutions in your business. Gain a thorough understanding of each phase in this comprehensive guide for aspiring AI practitioners.

Sep 21st 2026

5-12 Weeks

ML Artificial Intelligence Machine Learning

EdX

Delft University of Technology,DelftX

AI in Practice: Applying AI (edX)

Robotics & Computer Vision

Embark on a journey to understand the practical aspects of Artificial Intelligence with 'AI in Practice: Applying AI'. This course is designed for those looking to integrate AI into their organization, offering a step-by-step plan without delving into complex algorithms or advanced programming. Learn how to harness the power of AI to drive innovation and efficiency.

Self Paced

Self-Paced

Artificial Intelligence Machine Learning AI

Coursera

CertNexus

Build Decision Trees, SVMs, and Artificial Neural Networks (Coursera)

Data Science

Dive into the world of advanced machine learning techniques with our course on Decision Trees, SVMs, and Artificial Neural Networks. Learn how to apply these powerful tools to solve regression and classification problems efficiently. Whether you're a beginner or looking to enhance your expertise, this course will equip you with the skills needed to make informed decisions in your machine learning projects.

Sep 21st 2026

5-12 Weeks

ML Algorithms Machine Learning

Coursera

Coursera Project Network

Object Localization with TensorFlow (Coursera)

Data Science

Embark on a 2-hour guided project where you'll delve into the world of object localization using TensorFlow. This course will teach you how to build and train an Object Localization model with TensorFlow's Keras API. You'll learn to classify and precisely locate emojis within images, enhancing your skills in convolutional neural networks (CNNs) for image analysis.

Sep 21st 2026

Self-Paced

Machine Learning Computer Vision Data Visualization