Machine Learning Courses and Certifications

Machine Learning for Data Analysis

328 ratings at Coursera

Explore machine learning techniques for predictive analysis, covering decision trees, random forests, lasso regression, and k-means clustering. Gain hands-on experience applying these algorithms to real-world data.

• Coursera
• 10 hours 28 minutes
• On-Demand
• Paid Course

Machine Learning Essentials

Explore statistical learning techniques for machine learning, including linear regression and classification. Apply concepts through Python coding assignments and practical problem-solving.

• Coursera
• 17 hours 59 minutes
• On-Demand
• Paid Course

Managing Machine Learning Projects

349 ratings at Coursera

Learn to identify ML opportunities, organize projects, handle data, design systems, and manage model lifecycles for successful machine learning implementations.

• Coursera
• 18 hours 26 minutes
• On-Demand
• Paid Course

Introduction to Machine Learning in Sports Analytics

27 ratings at Coursera

Explore supervised machine learning techniques using Python and real athletic data to predict sports outcomes, applying methods like SVM, decision trees, and ensembles to analyze professional leagues and wearable device data.

• Coursera
• 12 hours 55 minutes
• On-Demand
• Paid Course

Machine Learning with Imbalanced Data

845 ratings at Udemy

Learn to over-sample and under-sample your data, apply SMOTE, ensemble methods, and cost-sensitive learning.

• Udemy
• 9 hours 16 minutes
• On-Demand
• Paid Course

Machine Learning and Artificial Intelligence in Power BI

846 ratings at Udemy

Learn how to integrate Machine Learning and AI in Power BI with hands-on projects and professional Power BI instructors

• Udemy
• 4 hours 17 minutes
• On-Demand
• Paid Course

Coursera

Machine Learning Pipelines with Azure ML Studio

826 ratings at Coursera

Build end-to-end machine learning pipeline in Azure ML Studio using Adult Income Census data to predict income levels. Train, evaluate, and deploy a Two-Class Boosted Decision Tree classifier as a web service.

• Coursera
• 1 hour 48 minutes
• On-Demand
• Paid Course

Edge Impulse

Introduction to Embedded Machine Learning

751 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
• Paid Course

Machine Learning in Healthcare (no coding required!)

821 ratings at Udemy

Learn how to apply machine learning techniques in healthcare

• Udemy
• 2 hours 46 minutes
• On-Demand
• Paid Course

Python Machine Learning: From Beginner to Pro

780 ratings at Udemy

Machine Learning Tutorial: Python-Based Predictive Analytics

• Udemy
• 5 hours 37 minutes
• On-Demand
• Paid Course

Machine Learning Essentials - Master core ML concepts

770 ratings at Udemy

Kickstart Machine Learning, understand maths behind essential algorithms, implement them in python & build 8+ projects!

• Udemy
• 1 day 3 hours 57 minutes
• On-Demand
• Paid Course

Microcredential

Applied Machine Learning

15 ratings at Coursera

Develop practical machine learning skills through hands-on application of supervised learning, ensemble methods, neural networks, and advanced techniques like CNNs and reinforcement learning.

• Coursera
• 12 weeks, 5 hours a week
• On-Demand
• Paid Course
• 3 courses

Applied Machine Learning: Techniques and Applications

12 ratings at Coursera

Master applied machine learning techniques for computer vision, data analysis, and model evaluation. Gain hands-on experience with image processing, supervised learning, and essential skills in data pre-processing and performance assessment.

• Coursera
• 19 hours 24 minutes
• On-Demand
• Paid Course

Alberta Machine Intelligence Institute

Introduction to Applied Machine Learning

747 ratings at Coursera

Comprehensive introduction to machine learning for professionals, covering problem definition, data preparation, and real-world applications across various domains. Develop skills to identify ML opportunities and translate business needs into ML solution…

• Coursera
• 6 hours 46 minutes
• On-Demand
• Paid Course

Python Machine Learning Bootcamp (Live Online)

749 ratings at CourseHorse

Master the in-demand skill of machine learning and learn how to create algorithms that can independently learn patterns and make decisions in this hands-on bootcamp.

• CourseHorse
• On-Demand
• $1,895.00