Machine Learning Courses and Certifications

Career Certificate

Machine Learning

Master machine learning fundamentals through hands-on projects, from supervised/unsupervised learning to deep learning, culminating in a portfolio-ready capstone project.

• edX
• 9 weeks, 21-25 hours/week
• Self-Paced
• $894.00

6.036 Introduction to Machine Learning

This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction.

• Independent
• Self-Paced
• Free Online Course

Data Processing, Machine Learning, and Model Evaluation

Master data processing, machine learning modeling, and evaluation techniques—covering encoding, normalization, bias-variance trade-off, hyperparameter tuning, and MLOps deployment strategies for real-world applications.

• Coursera
• 6 hours
• Self-Paced
• Paid Course

Career Certificate

IBM Machine Learning

Comprehensive program covering key machine learning types, algorithms, and applications. Develop practical skills using open-source frameworks for a career in AI and data science.

• Coursera
• 30 weeks, 3 hours a week
• Self-Paced
• Paid Course
• 6 courses

Machine Learning Basics Camp (Ages 12-18) (Live Online)

Unlock the magic of data with Machine Learning Basics Camp—a hands-on adventure for ages 13–18 where students explore Python, dive into real-world data, and build their own machine-learning models.

• CourseHorse
• 15 hours
• Self-Paced
• $399.00

Fundamentals of Programming and Machine Learning

Master Python, data analytics, and machine learning fundamentals, gaining hands-on experience with how code, data, and ML models actually work.

• MITx Online
• Self-Paced
• Free Online Course

Machine Learning using Python

838 ratings at Udemy

(With Practice Labs) Linear & Logistic Regression, Decision Trees, XGBoost, SVM & other ML models in Python

• Udemy
• 18 hours 50 minutes
• Self-Paced
• Paid Course

Machine Learning Real World projects in Python

940 ratings at Udemy

Build a Portfolio/Resume of Machine Learning projects in Python and get a job of Data Scientist/ ML Engineer

• Udemy
• 13 hours 43 minutes
• Self-Paced
• Paid Course

Machine Learning and Artificial Intelligence in Power BI

921 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
• Self-Paced
• Paid Course

Machine Learning with Imbalanced Data

846 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
• Self-Paced
• Paid Course

Machine Learning in Healthcare (no coding required!)

827 ratings at Udemy

Learn how to apply machine learning techniques in healthcare

• Udemy
• 2 hours 46 minutes
• Self-Paced
• Paid Course

Python Machine Learning: From Beginner to Pro

784 ratings at Udemy

Machine Learning Tutorial: Python-Based Predictive Analytics

• Udemy
• 5 hours 37 minutes
• Self-Paced
• Paid Course

Machine Learning Essentials - Master core ML concepts

784 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
• Self-Paced
• Paid Course

Structuring Machine Learning Projects

6 ratings

Learn to structure and optimize machine learning projects, diagnose errors, and make strategic decisions as an ML project leader to improve system performance and efficiency.

• Coursera
• 6 hours 37 minutes
• Self-Paced
• Paid Course

Stanford CS229 - Machine Learning I Spring 2022

Master supervised and unsupervised learning, neural networks, reinforcement learning, and statistical pattern recognition through Stanford's comprehensive machine learning curriculum.

• YouTube
• 1 day 1 hour 43 minutes
• Self-Paced
• Free Video