The Udemy course "Data Science: Deep Learning in Python" is a guide for writing your own neural network in Python and Numpy, and how to do it in Google's TensorFlow. You will learn how to code a neural network from scratch in Python and Numpy, and how to code a neural network using Google's TensorFlow. You will learn the various terms related to neural networks, such as … [Read more...]
Learn to Create Deep Learning Algorithms in Python
Artificial intelligence is growing exponentially. Self-driving cars are clocking up millions of miles, IBM Watson is diagnosing patients better than armies of doctors and Google Deepmind's AlphaGo beat the World champion at Go - a game where intuition plays a key role. But the further AI advances, the more complex become the problems it needs to solve. And only Deep Learning … [Read more...]
Begin Robotics: Test Drive Robots Using Exciting Simulations
We’ve all heard about them, but how many of us know what makes a robot a robot? And can anyone get a robot to do a particular task? Begin Robotics will introduce you to the basics of robot design through a series of simulations that will have you test driving an Eric – our very own University of Reading mobile robot. If you’d like to find out more, but are worried that … [Read more...]
Learn How To Create And Publish Your Games Using Unity
The course "Master Unity By Building 6 Fully Featured Games From Scratch" is completely project-based, in which you will create 6 full-featured games using Unity Game Engine. In Jack The Giant, besides creating our gameplay we are going to create menus, implement background music, and implement AdMob ads. In Infinite Runner, we are going to see how can we implement features … [Read more...]
The Beginner’s Guide to Artificial Intelligence in Unity
Do your non-player characters lack drive and ambition? Are they slow, stupid and constantly banging their heads against the wall? Then the Udemy course "The Beginner's Guide to Artificial Intelligence in Unity" is for you. Join Penny as she explains, demonstrates and assists you to create your very own NPCs in Unity with C#. In this course, Penny reveals the most popular AI … [Read more...]
Learn About the Internet of Things and the Cloud – A Free Course
In the ALISON free online course "Internet of Things and the Cloud" you will learn about the Internet of Things with regard to programming and the cloud. This course will be of great interest to learners who would like to learn more about the functionality of the Internet of Things and the cloud. Internet of Things and the Cloud Course Content The course explores the … [Read more...]
Introduction to Algorithms (MIT)
This course provides an introduction to mathematical modeling of computational problems. It covers the common algorithms, algorithmic paradigms, and data structures used to solve these problems. The course emphasizes the relationship between algorithms and programming, and introduces basic performance measures and analysis techniques for these problems. 1: Algorithmic … [Read more...]
Machine Learning (Stanford)
This course (CS229) -- taught by Professor Andrew Ng -- provides a broad introduction to machine learning and statistical pattern recognition. Topics include supervised learning, unsupervised learning, learning theory, reinforcement learning and adaptive control. Recent applications of machine learning, such as to robotic control, data mining, autonomous navigation, … [Read more...]
Embedded Systems – Embodied Agents, Robot Programming in Java for the NXT Mindstorms – A Free Course
Here's a description of Ole's talk from GOTO Aarhus 2012 At the Department of Computer Science, Aarhus University we have used the Lego Mindstorms NXT Robotics set to teach a master course in embedded Java programming like simple regulation systems and robotics programming like flocks of robots building a map of an unknown environment. The Lego sensors and actuators … [Read more...]
Visual Navigation for Flying Robots – A Free Course
In recent years, flying robots such as autonomous quadrocopters have gained increased interest in robotics and computer vision research. For navigating safely, these robots need the ability to localize themselves autonomously using their onboard sensors. Potential applications of such systems include the automatic 3D reconstruction of buildings, inspection and simple … [Read more...]
Introduction to Robotics – A Free Course
The purpose of this course is to introduce you to basics of modeling, design, planning, and control of robot systems. In essence, the material treated in this course is a brief survey of relevant results from geometry, kinematics, statics, dynamics, and control. The course is presented in a standard format of lectures, readings and problem sets. There will be an in-class … [Read more...]
Learning From Data: An Introductory Machine Learning Course – Free
A real Caltech course, not a watered-down version. 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 systems to adaptively improve their performance with experience … [Read more...]
