Search results for machine learning

Learning and Learners

271 reviews

Understand learners, policy and practice with this continuing professional development course for English language teachers.

• FutureLearn
• 4 weeks, 2 hours a week
• On-Demand
• Paid Course

Google Cloud;  Google

Launching into Machine Learning

4275 ratings at Coursera

Explore machine learning with Google Cloud in a 3-week course. Learn to improve data quality, use Vertex AI AutoML, optimize ML models, and assess their quality.

• Coursera
• 14 hours 8 minutes
• On-Demand
• Free Online Course (Audit)

Mathematics for Machine Learning: PCA

3065 ratings at Coursera

Imperial College London offers a 4-week intermediate course on the mathematical foundations of PCA, a key dimensionality reduction technique in machine learning. Requires linear algebra, calculus, and Python knowledge.

• Coursera
• 20 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

DeepLearning.AI;  Stanford

Supervised Machine Learning: Regression and Classification

19462 ratings at Coursera

Learn to build machine learning models in Python with DeepLearning.AI's 3-week course. Taught by AI visionary Andrew Ng, you'll master supervised learning techniques for real-world applications.

• Coursera
• 1 day 9 hours 19 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning with Python: A Practical Introduction

28 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 with supervised and unsupervised learning.

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

Project Planning and Machine Learning

106 ratings at Coursera

Learn project planning, sensor calibration, machine learning basics, and big data preparation in a 4-week course by the University of Colorado Boulder.

• Coursera
• 17 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Foundations for Product Managers

394 ratings at Coursera

Duke University's 6-week course provides a non-coding introduction to machine learning, focusing on model development, evaluation, and common algorithms. Includes a hands-on project.

• Coursera
• 15 hours 57 minutes
• On-Demand
• Free Online Course (Audit)

Learning Online: Researching Your Project

48 reviews

Improve your online research skills and your ability to critically analyse sources of information.

• FutureLearn
• 2 weeks, 2 hours a week
• On-Demand
• Free Online Course (Audit)

Managing Machine Learning Projects

156 ratings at Coursera

Learn practical aspects of managing machine learning projects with Duke University's 5-week course. Gain skills in identifying ML opportunities, applying data science processes, and leading ML projects.

• Coursera
• 18 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Edge Impulse

Introduction to Embedded Machine Learning

622 ratings at Coursera

This course will give you a broad overview of how machine learning works, how to train neural networks, and how to deploy those networks to microcontrollers.

• Coursera
• 17 hours 21 minutes
• On-Demand
• Free Online Course (Audit)

Computational Social Science Methods

126 reviews

Explore the reach and applications of computational social science in this 4-week course by UC Davis. Learn about machine learning, social networks, and computer simulation.

• Coursera
• 11 hours 20 minutes
• On-Demand
• Free Online Course (Audit)

• Best of All Time

Statistical Learning with R

28 reviews

Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.

• edX
• 11 weeks, 3-5 hours a week
• On-Demand
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Prediction and Control with Function Approximation

22 reviews

Explore problem-solving in high-dimensional state spaces with the University of Alberta's 4-week course. Learn value function approximation, policy gradient methods, and neural network approaches.

• Coursera
• 21 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

The Power of Machine Learning: Boost Business, Accumulate Clicks, Fight Fraud, and Deny Deadbeats

146 ratings at Coursera

A 4-week SAS course offering a holistic, business-oriented approach to machine learning. Ideal for both tech and business professionals, it covers predictive modeling, AI ethics, and deployment strategies.

• Coursera
• 14 hours 27 minutes
• On-Demand
• Free Online Course (Audit)

Microsoft Azure Machine Learning for Data Scientists

112 ratings at Coursera

Microsoft's 4-week course for data scientists with Python and ML knowledge, focusing on using Azure Machine Learning to create, publish, and manage models without coding. Prepares for DP-100 exam.

• Coursera
• 11 hours 24 minutes
• On-Demand
• Free Online Course (Audit)