Machine Learning Courses and Certifications

Machine Learning Foundations: A Case Study Approach

40 ratings

Hands-on exploration of machine learning applications through practical case studies, covering regression, classification, clustering, recommender systems, and deep learning using Python.

• Coursera
• 18 hours 9 minutes
• Self-Paced
• Paid Course

• Best of All Time

Machine Learning for Musicians and Artists

94 ratings

Explore machine learning techniques for creating interactive art, music, and installations. Learn to analyze gestures, audio, and sensor data using classification, regression, and segmentation algorithms.

• Kadenze
• 50 hours
• Self-Paced
• Free Online Course

• Best of All Time

Machine Learning: Regression

20 ratings

Explore regression models for predicting continuous values, from simple linear to complex techniques. Learn to estimate parameters, tune with cross-validation, analyze performance, and implement in Python.

• Coursera
• 22 hours 23 minutes
• Self-Paced
• Paid Course

Practical Machine Learning

27 ratings

Learn essential machine learning concepts and techniques, from data collection to model evaluation, with hands-on practice using popular algorithms and the caret package in R.

• Coursera
• 8-9 hours
• Self-Paced
• Paid Course

Intro to Machine Learning

20 ratings

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

• Udacity
• 65 hours
• Self-Paced
• Free Online Course

Machine Learning with Python

22 ratings

Explore machine learning with TensorFlow, covering neural networks, NLP, and reinforcement learning. Build practical projects and gain hands-on experience in various ML techniques.

• freeCodeCamp
• 300 hours
• Self-Paced
• Free Certificate

Machine Learning With Big Data

14 ratings

Explore, analyze, and leverage big data using machine learning techniques. Learn to design approaches, prepare data, construct models, and scale solutions using open-source tools and Spark.

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

Machine Learning: Classification

9 ratings

Learn to build and implement classification models for sentiment analysis and loan default prediction using logistic regression, decision trees, and boosting techniques. Gain hands-on experience with real-world datasets and machine learning algorithms.

• Coursera
• 21 hours 25 minutes
• Self-Paced
• Paid Course

Mathematics for Machine Learning: Multivariate Calculus

9 ratings

Explore multivariate calculus essentials for machine learning, covering gradients, chain rule, Taylor series, and optimization techniques, with practical applications in neural networks and regression.

• Coursera
• 17 hours 45 minutes
• Self-Paced
• Paid Course

Career Certificate

Machine Learning using Python

15203 ratings at Simplilearn

Master machine learning algorithms and data analysis techniques using Python through hands-on model building and step-by-step implementation tutorials.

• Simplilearn
• 4 weeks
• Self-Paced
• Paid Course

Career Certificate

Machine Learning

38889 ratings at Coursera

Comprehensive introduction to machine learning fundamentals, covering supervised and unsupervised learning techniques, with practical applications and best practices from Silicon Valley.

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

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

Amazon Web Services;  Amazon

Fundamentals of Machine Learning and Artificial Intelligence

14 ratings

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
• Self-Paced
• Free Certificate

Machine Learning with Python

18417 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
• Self-Paced
• Paid Course

University of Alberta;  Alberta Machine Intelligence Institute

Fundamentals of Reinforcement Learning

25 ratings

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
• Self-Paced
• Paid Course

• Best of All Time