Intro to Machine Learning Courses

Machine Learning Foundations: A Case Study Approach

40 reviews

In this course, you will get hands-on experience with machine learning from a series of practical case-studies. At the end of the first course you will have studied how to predict house prices based on house-level features, analyze sentiment from user r…

• Coursera
• 18 hours worth of material, 6 weeks long
• 23rd Jan, 2023
• Free Online Course (Audit)

• Best of All Time

Introduction to Machine Learning Course

20 reviews

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

• Udacity
• 10 weeks long
• On-Demand
• Free Online Course

Caltech

Learning From Data (Introductory Machine Learning)

21 reviews

Introductory Machine Learning course covering theory, algorithms and applications. Our focus is on real understanding, not just "knowing."

• edX
• 10-20 hours a week, 10 weeks long
• Self paced
• Free Online Course (Audit)

This is an introductory course in machine learning (ML) that covers the basic theory, algorithms, and applications. ML is a key technology in Big Data, and in many financial, medical, commercial, and scientific applications. It enables computational syst…

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

Kaggle

Learn With Me: Intro to Machine Learning

Syllabus: Intro to Machine Learning Lesson 1: How Models Work | Kaggle. Intro to Machine Learning Lesson 2: Basic Data Exploration | Kaggle. Intro to Machine Learning Lesson 3: Your First Machine Learning Model | Kaggle. Intro to Machine Learning Lesson…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Introduction to Machine Learning

3219 ratings at Coursera

This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex…

• Coursera
• 26 hours worth of material, 6 weeks long
• 23rd Jan, 2023
• Free Online Course (Audit)

Santa Fe Institute

Fundamentals of Machine Learning

6 reviews

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 of material
• On-Demand
• Free Online Course

Principles of Machine Learning

5 reviews

Get hands-on experience building and deriving insights from machine learning models using R, Python, and Azure Machine Learning.

• edX
• 3-4 hours a week, 6 weeks long
• Self paced
• Free Online Course (Audit)

Machine Learning for All

3105 ratings at Coursera

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

• Coursera
• 22 hours worth of material, 4 weeks long
• 13th Feb, 2023
• Free Online Course (Audit)

Google Cloud;  Google

Launching into Machine Learning

4221 ratings at Coursera

***NEW! Specialization Completion Challenge, receive Qwiklabs credits valued up to $150! See below for details.*** Starting from a history of machine learning, we discuss why neural networks today perform so well in a variety of data science problems.…

• Coursera
• 17 hours worth of material, 3 weeks long
• 23rd Jan, 2023
• Free Online Course (Audit)

Introduction to Scientific Machine Learning

Learn the basics of machine learning with hands-on practical examples on engineering applications.

• edX
• 6-7 hours a week, 16 weeks long
• 21st Aug, 2023
• Free Online Course (Audit)

ITMO University

Introduction to Machine Learning

1 review

Learn the essentials of machine learning and algorithms of statistical data analysis.

• edX
• 2-4 hours a week, 5 weeks long
• Self paced
• Free Online Course (Audit)

Bloomberg

Foundations of Machine Learning

1 review

Understand the Concepts, Techniques and Mathematical Frameworks Used by Experts in Machine Learning

• Independent
• On-Demand
• Free Online Course

Machine Learning with Python: A Practical Introduction

1 review

Machine Learning can be an incredibly beneficial tool to uncover hidden insights and predict future trends. This Machine Learning with Python course will give you all the tools you need to get started with supervised and unsupervised learning.

• edX
• 4-6 hours a week, 5 weeks long
• Self paced
• Free Online Course (Audit)

IIT Madras;  NPTEL

Introduction to Machine Learning

1 review

With the increased availability of data from varied sources there has been increasing attention paid to the various data driven disciplines such as analytics and machine learning. In this course we intend to introduce some of the basic concepts of machin…

• Swayam
• 3-4 hours a week, 12 weeks long
• 22nd Jan, 2023
• Free Online Course