Machine Learning Courses and Certifications

Career Certificate

Mastering Clustering in Machine Learning

Master clustering algorithms and validation techniques for unsupervised machine learning, from K-means and DBSCAN to hierarchical methods and performance metrics.

• CodeSignal
• 9 hours
• Self-Paced
• Free Certificate
• 4 courses

Career Certificate

Enterprise Machine Learning with Amazon SageMaker

Master the complete ML lifecycle using Amazon SageMaker to build, train, deploy, and automate scalable machine learning solutions in AWS cloud environments.

• CodeSignal
• 12 hours
• Self-Paced
• Free Certificate
• 4 courses

Artificial Intelligence and Machine Learning: In-depth Short Course

You've heard of AI, but do you understand it? Learn AI today: explore algorithms, apply machine learning, solve problems and prepare yourself for the future of work.

• OpenLearning
• 50 hours
• Self-Paced
• Paid Course

Career Certificate

Unsupervised Machine Learning: Unlocking the Potential of Data

Unlock untapped data potential through unsupervised ML techniques, generative models, and representation learning to drive AI initiatives and build interpretable models for your organization.

• GetSmarter
• 6 weeks, 7 hours/week
• 10th Jun, 2026
• Paid Course

Career Certificate

Mastering Clustering in Machine Learning with R

Unlock unsupervised learning in R through K-means, DBSCAN, and Hierarchical Clustering with data preprocessing and validation techniques for effective model performance assessment.

• CodeSignal
• 9 hours
• Self-Paced
• Free Certificate
• 4 courses

Data Analytics Foundations for Accountancy II

11 ratings at Coursera

Explore machine learning concepts, algorithms, and practical applications in data analytics using Python. Gain skills in classification, regression, clustering, and anomaly detection for business insights.

• Coursera
• 2 days 22 hours 1 minute
• Self-Paced
• Paid Course

Deep Learning Prerequisites: Linear Regression in Python

6813 ratings at Udemy

Data science, machine learning, and artificial intelligence in Python for students and professionals

• Udemy
• 6 hours 21 minutes
• Self-Paced
• Paid Course

Applied Machine Learning in Python

6 ratings

Learn applied machine learning techniques using Python, from clustering to predictive modeling, with a focus on practical implementation and evaluation using scikit-learn.

• Coursera
• 1 day 7 hours 32 minutes
• Self-Paced
• Paid Course

Probabilistic Graphical Models 1: Representation

18 ratings

Explore probabilistic graphical models, including Bayesian networks and Markov networks, to encode complex probability distributions for applications like medical diagnosis and speech recognition.

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

Introduction to Artificial Intelligence

31 ratings

Online Introduction to Artificial Intelligence is based on Stanford CS221, Introduction to Artificial Intelligence.

• Udacity
• 16 weeks, 6 hours a week
• Self-Paced
• Free Online Course

Classification and Planned Experiments

Master classification techniques like K-nearest neighbor and logistic regression, plus experimental design principles for causal analysis using R and Python.

• Coursera
• 5 hours 47 minutes
• Self-Paced
• Paid Course

Welcome to Artificial Intelligence !

3753 ratings at Udemy

NON TECHNICAL COURSE specifically created for AI/ML/DL Aspirants, gives insight about Road map to A.I

• Udemy
• 49 minutes
• Self-Paced
• Free Online Course

Fundamentals of Watson Analytics

3651 ratings at Udemy

Explore IBM Watson Analytics' cloud-based data analysis and visualization tools. Learn to import, refine, and query data, discover insights, and create compelling visualizations and dashboards.

• Udemy
• 1 hour 5 minutes
• Self-Paced
• Paid Course

Career Certificate

Mathematics for Machine Learning and Data Science

3187 ratings at Coursera

Foundational program applying essential math concepts for machine learning through Python programming, featuring intuitive visualizations and hands-on exercises for quick and practical learning.

• Coursera
• 12 weeks, 5 hours/week
• Self-Paced
• Paid Course
• 3 courses

Career Certificate

IBM Introduction to Machine Learning

3370 ratings at Coursera

Gain essential machine learning skills for high-demand careers. Learn to apply algorithms, predict outcomes, and evaluate models through hands-on projects, earning an IBM Badge and building a portfolio.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses