Fundamentals of Machine Learning by Nyalleng Moorosi and Willie Brink
In this video recorded from Deep Indaba 2017, Nyalleng and Willie Brink cover ML and why it exists, the learning process as an optimization process, data cleanup , feature selection and improving model performance. Learn here: Fundamentals of Machine Learning …
Introduction to Machine Learning with R
This online machine learning course is perfect for those who have a solid basis in R and statistics, but are complete beginners with machine learning. After a broad overview of the discipline’s most common techniques and applications, you’ll gain more insight into …
Statistical Machine Learning
This is a collection of videos covering Statistical machine learning classes from Carnegie Melon University. The topics covered include: Linear regression, Nonparametric regression, Trend Filtering, Linear Classification, Nonparametric classification, Minimax Theory, Nonparametric Bayes, Clustering, Boosting, Graphical Models,, and Dimension Reduction. Learn here …
Machine Learning crash course
This crash course from Google covers many machine learning fundamentals, starting with loss and gradient descent, then building through classification models and neural nets. The programming exercises introduce TensorFlow. You’ll watch brief videos from Google machine learning experts, read short text lessons, …
Intro to Machine Learning
This free class from coursera will teach you the end-to-end process of investigating data through a machine learning lens. It will teach you how to extract and identify useful features that best represent your data, a few of the most important machine …
Applied Data Science with Python
Learn how to code in Python for data science, then analyze and visualize data Python with packages like scikit-learn, matplotlib, and bokeh. This is an action-packed learning path for data science enthusiasts and aspiring data scientists who want to learn data science …
Introduction to Data Science – Cognitive Class AI
Data Science is the hottest field of the century. Learn more about why data science, artificial intelligence (AI) and machine learning are revolutionizing the way people do business and research around the world. In this course, we will meet some data science …
Learn Data Science with Data Quest
Whether you’re new to the field or looking to take a step up in your career, Dataquest can teach you the data skills you’ll need. Learn Python, R, SQL, data visualization, data analysis, and machine learning. Try any of our 60 free …
Data Science with R
The demand for skilled data science practitioners in industry, academia, and government is rapidly growing. The HarvardX Data Science program prepares you with the necessary knowledge base and useful skills to tackle real-world data analysis challenges. The program covers concepts such as …
Elements of AI
The Elements of AI is a series of free online courses created by Reaktor and the University of Helsinki. We want to encourage as broad a group of people as possible to learn what AI is, what can (and can’t) be done …