Intro to Machine Learning Courses and Certifications

Machine Learning Fundamentals

8 ratings

Understand machine learning's role in data-driven modeling, prediction, and decision-making.

• edX
• 10 weeks, 8-10 hours a week
• Self-Paced
• Free Certificate

Fundamentals of Machine Learning and Artificial Intelligence

3982 ratings at Coursera

Learn the foundations of AI and machine learning: core terminology, how deep learning and generative AI connect, and AWS services that apply these capabilities.

• Coursera
• 1 hour 3 minutes
• Self-Paced
• Free Online Course

Career Certificate

IBM Introduction to Machine Learning

3434 ratings at Coursera

Build introductory machine learning skills across exploratory data analysis, supervised regression and classification, and unsupervised learning, and evaluate models using best practices.

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

Machine Learning Essentials

Learn statistical learning foundations: bias-variance tradeoff, linear regression with categorical and polynomial terms, hypothesis testing, and logistic regression classification, with short Python coding projects.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Fundamentals of Machine Learning

8 ratings

In this tutorial, Dr. Artemy Kolchinsky and Dr. Brendan Tracey outline exactly what it is that makes machine learning so special in an accessible way.

• Complexity Explorer
• 1 hour
• Self-Paced
• Free Certificate

Alberta Machine Intelligence Institute

Introduction to Applied Machine Learning

748 ratings at Coursera

Turn a business need into a machine learning problem: define ML questions, survey data sources, prepare training data, and apply the ML Process Lifecycle to a case study.

• Coursera
• 4 weeks, 2 hours a week
• Self-Paced
• Paid Course

Python Machine Learning Bootcamp (Live Online)

749 ratings at CourseHorse

Pick up the in-demand craft of machine learning and figure out how to design algorithms that pick up patterns and make decisions on their own through this hands-on bootcamp.

• CourseHorse
• Self-Paced
• $1,895.00

Data Science: Building Machine Learning Models

120 ratings at edX

Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.

• edX
• 8 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Machine Learning for Accounting with Python

46 ratings at Coursera

Apply machine learning to business and accounting datasets in Python: build regression, classification, and clustering models with scikit-learn, then evaluate and tune them.

• Coursera
• 8 weeks, 8 hours a week
• Self-Paced
• Paid Course

Machine Learning Algorithms with Python in Business Analytics

43 ratings at Coursera

Run and interpret regression, K-nearest neighbors, decision tree, K-means and DBSCAN models in Python with scikit-learn to find actionable insight in business data.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

Machine Learning Algorithms with Python in Business Analytics

43 ratings at Coursera

Find patterns in business data: run and interpret regression, K-nearest neighbors, decision tree, K-means and DBSCAN models in Python with scikit-learn.

• Coursera
• 4 weeks, 4 hours a week
• Self-Paced
• Paid Course

An Introduction to Machine Learning for Data Engineers

5362 ratings at Udemy

A Prerequisite for Tensorflow on Google's Cloud Platform for Data Engineers

• Udemy
• 1 hour 12 minutes
• Self-Paced
• Paid Course

Introduction to Machine Learning with Python

29 ratings at Coursera

Learn to build machine learning models in Python, from supervised algorithms like kNN and SVM to unsupervised learning, deep learning, image processing, and generative adversarial networks.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Project Planning and Machine Learning

134 ratings at Coursera

Plan and staff a product project, calibrate a temperature sensor, store big data on drives and file systems, and apply supervised and unsupervised machine learning algorithms.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

Machine Learning: an overview

222 ratings at Coursera

Survey the machine learning landscape: a taxonomy of problems plus supervised, unsupervised, and reinforcement learning algorithms, their successes and limitations, explained through examples and case studies.

• Coursera
• 3 weeks, 1 hour a week
• Self-Paced
• Paid Course