Machine Learning Courses and Certifications

Career Certificate

Journey into Machine Learning with Sklearn and Tensorflow

433 ratings at CodeSignal

Dive into machine learning fundamentals through advanced deep learning, mastering data preprocessing, model optimization, and neural networks using real-world datasets with Sklearn and Tensorflow frameworks.

• CodeSignal
• 16 hours
• Self-Paced
• Free Certificate
• 5 courses

Career Certificate

Data Science

9 ratings

Master the complete data science pipeline: from asking questions to publishing results. Gain practical skills in data manipulation, visualization, and analysis through hands-on projects using real-world data.

• Coursera
• 28 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 11 courses

Python for Machine Learning & Data Science Masterclass

18574 ratings at Udemy

Learn about Data Science and Machine Learning with Python! Including Numpy, Pandas, Matplotlib, Scikit-Learn and more!

• Udemy
• 1 day 20 hours 4 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

Information Extraction from Free Text Data in Health

Learn advanced machine learning and NLP techniques to extract information from unstructured healthcare documents. Develop skills in medical entity recognition, clinical data extraction, and deep learning for health information analysis.

• Coursera
• 1 day 4 minutes
• Self-Paced
• Paid Course

Complete A.I. & Machine Learning, Data Science Bootcamp

30114 ratings at Udemy

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python with Tensorflow, Pandas & more!

• Udemy
• 1 day 20 hours
• Self-Paced
• Paid Course

Career Certificate

Introduction to Machine Learning with SciKit Learn

275 ratings at CodeSignal

Master machine learning fundamentals using SciKit-learn, from data preprocessing through advanced model evaluation, including regression, classification, ensemble methods and hyperparameter tuning.

• CodeSignal
• 18 hours
• Self-Paced
• Free Certificate
• 7 courses

Mining Massive Datasets

24 ratings

The course is based on the text Mining of Massive Datasets by Jure Leskovec, Anand Rajaraman, and Jeff Ullman, who by coincidence are also the instructors for the course.

• edX
• 7 weeks, 5-10 hours/week
• Self-Paced
• Free Online Course (Audit)

• Best of All Time

Training AI with Humans

Explore machine learning principles, data annotation, and crowdsourcing techniques to enhance AI performance. Develop skills in designing studies, using platforms like AMT, and implementing IAA for high-quality data.

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

Artificial Intelligence & Machine Learning for Business

25423 ratings at Udemy

The Ultimate Artificial Intelligence & Machine Learning course for CxOs, Managers, Team Leaders and Entrepreneurs

• Udemy
• 5 hours 58 minutes
• Self-Paced
• Paid Course

Machine Learning for All

3536 ratings at Coursera

This course is designed to introduce you to Machine Learning without needing any programming.

• Coursera
• 20 hours 36 minutes
• Self-Paced
• Paid Course

Data Science and Machine Learning Bootcamp with R

17789 ratings at Udemy

Learn how to use the R programming language for data science and machine learning and data visualization!

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

Elvis Saravia

Prompt Engineering Overview

46 ratings

Comprehensive overview of prompt engineering techniques, from basics to advanced, with tools, applications, and future directions. Includes resources for further learning and practice.

• YouTube
• 1 hour 4 minutes
• Self-Paced
• Free Video

Introduction to Machine Learning for Data Science

16420 ratings at Udemy

A primer on Machine Learning for Data Science. Revealed for everyday people, by the Backyard Data Scientist.

• Udemy
• 5 hours 33 minutes
• Self-Paced
• Paid Course

Executive Briefing - Data Science and Machine Learning

11628 ratings at Udemy

Get a non-technical overview of Data Science and Machine Learning for Executives!

• Udemy
• 1 hour 58 minutes
• Self-Paced
• Paid Course