The New Stack·4yBrain.js Brings Deep Learning to the Browser and Node.js
Brain.js is a JavaScript library for deploying a neural network in the browser or on Node.js. It uses a computer’s GPU (graphics processing unit) for calculations, or pure JavaScript when GPU isn’t available. A lot of deep learning projects will continue to use the likes of TensorFlow or big company platforms like IBM Watson Studio or Google Cloud AI Platform.
Python in Plain English·3y15 Completely Free Machine Learning and Deep Learning Books
Think Stats is a beginner friendly introduction to Statistics and Probability. Deep Learning for Coders with Fastai & PyTorch by Jeremy Howard and Sylvain Gugger is designed to start with your deep learning journey. Bayesian Methods for Hackers by Adel El-Shahat is a great choice.
Changelog·4ymicrosoft/AI-For-Beginners: 12 Weeks, 24 Lessons, AI for All!
Microsoft Learn is a 12-week, 24-lesson curriculum all about Artificial Intelligence. You will learn: Different approaches to Artificial Intelligence, including the "good old" symbolic approach with Knowledge Representation and reasoning. There are also Labs available for some topics, which give you an opportunity to try applying the material you have learned to a specific problem. Each lesson contains some pre-reading material.
KDnuggets·4y15 Free Machine Learning and Deep Learning Books
If you’re looking to have a career in machine learning or a data scientist, below is a list of FREE e-books to help you achieve this. The list includes an Introduction to Machine Learning Interpretability by Patrick Hall and Navdeep Gill. If you have an interest in Natural Language Processing and you are proficient in Python - this book is for you.
Machine Learning News·4yResearchers at MIT Solve a Differential Equation Behind the Interaction of Two Neurons Through Synapses to Unlock a New Type of Speedy and Efficient Artificial Intelligence AI Algorithm
Researchers at MIT Solve a Differential Equation Behind the Interaction of Two Neurons Through Synapses to Unlock a New Type of Speedy and Efficient Artificial Intelligence AI Algorithm - MarkTechPost.
KDnuggets·4y15 More Free Machine Learning and Deep Learning Books
Free Machine Learning and Deep Learning ebooks are available for free. Check out this second list of 15 FREE ebooks for learning machine learning and deep learning ebooks. Click here to read 15 free ebooks to help you learn about deep learning and machine learning.
KDnuggets·4yMachine Learning for Everybody!
The course aims to bring machine learning fundamentals to complete beginners. You will learn the basics of Machine Learning and how to use TensorFlow to implement many different concepts. The course finishes off with principal component analysis and an implementation of k-means and PCA.