Machine Learning

Machine Learning For Absolute Beginners

A complete guide to master machine learning concepts and create real world ML solutions

Beginner

Paid

course

Probabilistic Graphical Models Specialization (Coursera)

Probabilistic Graphical Models. Master a new way of reasoning and learning in complex domains

Beginner

Paid

course

Mathematics for Machine Learning Specialization (Coursera)

Mathematics for Machine Learning. Learn about the prerequisite mathematics for applications in data science and machine learning

Beginner

Paid

course

Machine Learning Specialization from University Of Washington (Coursera)

Build Intelligent Applications. Master machine learning fundamentals in four hands-on courses.

Beginner

Paid

course

Advanced Machine Learning Specialization (Coursera)

Deep Dive Into The Modern AI Techniques. You will teach computer to see, draw, read, talk, play games and solve industry problems.

Advanced

Paid

course

Structuring Machine Learning Projects (Coursera)

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader.

Beginner

Paid

course

Machine Learning for Investment Professionals (Coursera)

This course is uniquely tailored to the needs of investment professionals or those with investment industry knowledge who want to develop a basic, practical understanding of machine learning techniques and how they are used in the investment process. This course is part of the Data Science for Investment Professionals Specialization offered by CFA Institute.

Beginner

Paid

course

Machine Learning from Stanford University (Coursera)

This course provides a broad introduction to machine learning, datamining, and statistical pattern recognition. Topics include: (i) Supervised learning (parametric/non-parametric algorithms, support vector machines, kernels, neural networks). (ii) Unsupervised learning (clustering, dimensionality reduction, recommender systems, deep learning). (iii) Best practices in machine learning (bias/variance theory; innovation process in machine learning and AI).

Beginner

Paid

course

ntroduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning (Coursera)

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This course is part of the upcoming Machine Learning in Tensorflow Specialization and will teach you best practices for using TensorFlow, a popular open-source framework for machine learning.

Beginner

Paid

course

Google Cloud Platform Big Data and Machine Learning Fundamentals (Coursera)

This course introduces participants to the big data capabilities of Google Cloud. Through a combination of presentations, demos, and hands-on labs, participants get an overview of Google Cloud and a detailed view of the data processing and machine learning capabilities. This course showcases the ease, flexibility, and power of big data solutions on Google Cloud.

Beginner

Paid

course

Machine Learning With Big Data (Coursera)

This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create machine learning models that learn from data, and to scale those models up to big data problems.

Beginner

Paid

course

AI For Everyone (Coursera)

AI is not only for engineers. If you want your organization to become better at using AI, this is the course to tell everyone--especially your non-technical colleagues--to take.

Beginner

Paid

course

Machine Learning Course | Deep Learning Training

Remember how you learned to ride a bicycle? Now learn how to teach that process to a machine. Also, get a high paying job.

Beginner

Paid

course

Learn Machine Learning (Codecademy)

This course covers the foundational machine learning algorithms that will help you advance in your career. Whether you're trying to analyze a dataset using machine learning, or you're a data analyst trying to upgrade your skills, this course is the best place to start.

Beginner

Paid

course

Applied Machine Learning Online Course

The AppliedAICourse attempts to teach students/course-participants some of the core ideas in machine learning, data science and AI that would help the participants go from a real-world business problem to a first cut, working and deployable AI solution to the problem.

Beginner

Paid

course

Learning from Data - Caltech

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.

Beginner

Paid

course

Machine Learning for Everyone

I decided to write a post I've been wishing existed for a long time. A simple introduction for those who always wanted to understand machine learning. Only real-world problems, practical solutions, simple language, and no high-level theorems. One and for everyone. Whether you are a programmer or a manager.

Beginner

Free

blog

Machine Learning with Python | Tech With Tim

This series is designed to teach you the fundamentals of machine learning with python. It will start by introducing some basic machine learning algorithms and slowly move into more advanced topics like neural networks.

Beginner

Free

blog

CS229 - Machine Learning by Stanford

This course provides a broad introduction to machine learning and statistical pattern recognition. The course will also discuss recent applications of machine learning, such as to robotic control, data mining, autonomous navigation, bioinformatics, speech recognition, and text and web data processing.

Beginner

Paid

course

Neural networks in JavaScript

A fun and practical Brain.js tutorial. This 19-part course teaches you how to build neural networks in JavaScript through interactive Scrimba tutorials.

Beginner

Paid

course