Machine Learning Courses and Certifications

Applied Machine Learning in Python

6 reviews

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
• On-Demand
• Paid Course

Amazon Web Services;  Amazon

Fundamentals of Machine Learning and Artificial Intelligence

14 reviews

Explore AI, ML, and generative AI fundamentals, including key concepts, data types, learning methods, and AWS services for practical problem-solving across industries.

• AWS Skill Builder
• 1 hour
• On-Demand
• Free Certificate

Machine Learning with Python

18298 ratings at Coursera

Dive into Machine Learning with Python, covering supervised and unsupervised learning, regression, classification, and clustering. Gain hands-on experience using SciPy and scikit-learn libraries.

• Coursera
• 20 hours 5 minutes
• On-Demand
• Paid Course

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

25 reviews

Reinforcement Learning is a subfield of Machine Learning, but is also a general purpose formalism for automated decision-making and AI. This course introduces you to statistical learning techniques where an agent explicitly takes actions and interacts wi…

• Coursera
• 15 hours 9 minutes
• On-Demand
• Paid Course

• Best of All Time

Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2026]

202661 ratings at Udemy

Learn to create Machine Learning Algorithms in Python and R from two Data Science experts. Code templates included.

• Udemy
• 1 day 18 hours 45 minutes
• On-Demand
• Paid Course

Microcredential

Machine Learning

16265 ratings at Coursera

Gain practical experience in prediction, classification, clustering, and information retrieval through case studies. Learn to analyze complex datasets and build adaptive, intelligent systems.

• Coursera
• 8 weeks, 10 hours a week
• On-Demand
• Paid Course
• 4 courses

Machine Learning: Clustering & Retrieval

5 reviews

Explore similarity-based algorithms for document retrieval, clustering techniques, and topic modeling. Learn to implement k-nearest neighbors, k-means, EM, and LDA for analyzing large text datasets.

• Coursera
• 17 hours 21 minutes
• On-Demand
• Paid Course

Microcredential

Mathematics for Machine Learning

15024 ratings at Coursera

Gain essential mathematical foundations for machine learning, covering linear algebra, multivariate calculus, and dimensionality reduction with PCA. Build intuitive understanding and practical skills for advanced ML and data science.

• Coursera
• 4 weeks, 10 hours a week
• On-Demand
• Paid Course
• 3 courses

MathWorks

Predictive Modeling and Machine Learning with MATLAB

89 reviews

Learn to build, evaluate, and optimize regression and classification models using MATLAB. Apply supervised machine learning workflows to real-world datasets and improve model performance through feature selection and hyperparameter tuning.

• Coursera
• 18 hours 52 minutes
• On-Demand
• Paid Course

Machine Learning, Data Science & AI Engineering with Python

36413 ratings at Udemy

Complete hands-on deep learning, AI engineering and Generative AI tutorial with data science, Tensorflow, GPT, OpenAI

• Udemy
• 20 hours 58 minutes
• On-Demand
• Paid Course

Machine Learning for Absolute Beginners - Level 1

32903 ratings at Udemy

Learn the Fundamental Concepts of Artificial Intelligence and Machine Learning as the Next Game-Changing Technology

• Udemy
• 4 hours 28 minutes
• On-Demand
• Paid Course

Complete Data Science,Machine Learning,DL,NLP Bootcamp

23686 ratings at Udemy

Master the theory, practice,and math behind Data Science,Machine Learning,Deep Learning,NLP with end to end projects

• Udemy
• 4 days 3 hours 10 minutes
• On-Demand
• Paid Course

Georgia Tech;  Brown University

Machine Learning

7 reviews

In this course, you'll learn how to apply Supervised, Unsupervised and Reinforcement Learning techniques for solving a range of data science problems.

• Udacity
• 20 hours
• On-Demand
• Free Online Course

Learning from Data (Introductory Machine Learning course)

10 reviews

Comprehensive introduction to machine learning theory, algorithms, and applications, balancing mathematical foundations with practical insights for students from diverse backgrounds.

• Independent
• 10 weeks
• On-Demand
• Free Online Course

Aprendizaje automático (machine learning) y ciencia de datos

32 reviews

Aprende a valorizar y extraer conocimiento a partir de los datos, usando técnicas y herramientas de análisis de datos genéricas, y aprendizaje automático en particular.

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