Supervised Learning Courses

Machine Learning

374 reviews

Machine learning is the science of getting computers to act without being explicitly programmed. This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition.

• Coursera
• 60 hours worth of material, 11 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

• Best of All Time

Introduction to Machine Learning Course

21 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
• Self paced
• Free Online Course

Applied Machine Learning in Python

6 reviews

This course will introduce the learner to applied machine learning, focusing more on the techniques and methods than on the statistics behind these methods. The course will start with a discussion of how machine learning is different than descriptive sta…

• Coursera
• 34 hours worth of material, 4 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

University of Alberta;  Alberta Machine Intelligence Institute

Prediction and Control with Function Approximation

15 reviews

In this course, you will learn how to solve problems with large, high-dimensional, and potentially infinite state spaces. You will see that estimating value functions can be cast as a supervised learning problem---function approximation---allowing you to…

• Coursera
• 21 hours worth of material, 4 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

Machine Learning: Clustering & Retrieval

4 reviews

Case Studies: Finding Similar Documents A reader is interested in a specific news article and you want to find similar articles to recommend. What is the right notion of similarity? Moreover, what if there are millions of other documents? Each time y…

• Coursera
• 17 hours worth of material, 6 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Intro to Deep Learning

52 reviews

Get an overview of the hottest field in AI

• Udacity
• 12 weeks long
• Finished
• Free Online Course

Practical Predictive Analytics: Models and Methods

3 reviews

Statistical experiment design and analytics are at the heart of data science. In this course you will design statistical experiments and analyze the results using modern methods. You will also explore the common pitfalls in interpreting statistical arg…

• Coursera
• 6 hours worth of material, 4 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Design Thinking and Predictive Analytics for Data Products

This is the second course in the four-course specialization Python Data Products for Predictive Analytics, building on the data processing covered in Course 1 and introducing the basics of designing predictive models in Python. In this course, you will u…

• Coursera
• 8 hours worth of material, 5 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Wesleyan University

Machine Learning for Data Analysis

4 reviews

Are you interested in predicting future outcomes using your data? This course helps you do just that! Machine learning is the process of developing, testing, and applying predictive algorithms to achieve this goal. Make sure to familiarize yourself with…

• Coursera
• 10 hours worth of material, 4 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

Machine Learning with Python

2 reviews

This course dives into the basics of machine learning using an approachable, and well-known programming language, Python. In this course, we will be reviewing two main components: First, you will be learning about the purpose of Machine Learning and whe…

• Coursera
• 20 hours worth of material, 6 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

New York University (NYU)

Fundamentals of Machine Learning in Finance

2 reviews

The course aims at helping students to be able to solve practical ML-amenable problems that they may encounter in real life that include: (1) understanding where the problem one faces lands on a general landscape of available ML methods, (2) understandin…

• Coursera
• 18 hours worth of material, 4 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Project Planning and Machine Learning

This is part 2 of the specialization. In this course students will learn : * How to staff, plan and execute a project * How to build a bill of materials for a product * How to calibrate sensors and validate sensor measurements * How hard drives a…

• Coursera
• 17 hours worth of material, 4 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

Advanced Machine Learning and Signal Processing

>>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can access the license in the Resources area

• Coursera
• 26 hours worth of material, 4 weeks long
• 27th Sep, 2021
• Free Online Course (Audit)

Introduction to Deep Learning & Neural Networks with Keras

. This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks?

• Coursera
• 8 hours worth of material, 5 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)

Scalable Machine Learning on Big Data using Apache Spark

After completing this course, you will be able to solve any data engineering and data science problem using Apache Spark. With 30.000+ commits, 1000+ contributors, nearly 1.000.000 lines of code and 200+ man years of effort, Apache Spark is the most acti…

• Coursera
• 6 hours worth of material, 4 weeks long
• 20th Sep, 2021
• Free Online Course (Audit)