Neural Networks and Deep Learning on Coursera

Coursera’s Neural Networks and Deep Learning course is Course 1 of 5 in the Deep Learning Specialization. Level: Intermediate Commitment: 4 weeks of study, 3-6 hours a week Language English, Subtitles: Chinese (Traditional) How To Pass: Pass all graded assignments to complete the course. User Ratings: Average User Rating 4.9 Course 1 of Specialization Deep Learning Specialization. Master…

Logo Bots

Need a logo? Artificially Intelligent bots create logos for you based on your tastes. Logo Generator Bots LogoJoy, for one, does a pretty good job! Have some fun playing with the opening features of Logojoy. Its powerful artificial intelligence generates a huge variety of logos for you to choose from. Now it’s time to start…

AI Apps for Contract Analysis

AI bots and apps are available for contract analysis. Two Contract analysis apps are: Bloomberg Law and Legal Robot: https://www.legalrobot.com/ Bloomberg Law has a vast contracts database that it can compare your proposed contract with to make changes or flag errors.   Legal Robot makes the following promises: Ensure Fairness.    Improve Transparency.    Sign With Confidence.   INSTANT ERROR…

Legal Research with AI

Legal Research with AI is in its infancy. Westlaw, LexisNexis, and Bloomberg Law each have their own built-in legal research AI. Current Legal Research Tools with Artificial Intelligence Above the Law columnist, Bob Ambrogi did a study about the disparity of results found when using various legal research tools. This phenomenon when lawyers conduct research with the built-in…

How to Make a Prediction – Intro to Machine Learning #1

Making a prediction with machine learning is a simple task when you have a dataset as Siraj Raval explains in this video: How to Make a Prediction – Intro to Deep Learning #1: Machine Learning The following Python code makes a line of best fit using linear regression. The line is expressed as Y =…

Artificial Intelligence A-Z: Learn How To Build An AI 2017

This Artificial Intelligence A-Z™: Learn How To Build An AI course appeared on Kickstarter in 2017. Created by, Kirill Eremenko, 2,826 backers pledged AU$ 202,627 to help bring this project to life.   The course was built around OpenAI Gym and these promises:  Using OpenAI Gym (a project backed by Elon Musk, Microsoft, Amazon, and others) you’ll create Artificial Intelligence…

Google’s self-learning AI AlphaZero masters chess in 4 hours

Google’s self-learning AI AlphaZero masters chess in 4 hours Watch Google’s self-learning AI AlphaZero play Stockfish masters chess Google’s AI: DeepMind AlphaZero Google’s AI AlphaZero has shocked the chess world. DeepMind’s AI AlphaZero learned to play chess well beyond the skill level of master. AlphaZero bested the 2016 top chess engine Stockfish 8 in a 100-game…

AlphaGo Zero: Learning from scratch

AlphaGo Zero: Learning from scratch Artificial intelligence research has made rapid progress in a wide variety of domains from speech recognition and image classification to genomics and drug discovery. In many cases, these are specialist systems that leverage enormous amounts of human expertise and data. However, for some problems this human knowledge may be too…

How to build a simple neural network in a few lines of Python code

Building a simple neural network can be done in a few lines of Python code. Formula for calculating the neuron’s output The formula for calculating the neuron’s output: Take the weighted sum of the neuron’s inputs: Next we normalise this, so the result is between 0 and 1. For this, we use a mathematically convenient function,…

openAI Gym

OpenAI Gym OpenAI Gym is a toolkit for developing and comparing reinforcement learning algorithms. This is the gym open-source library, which gives you access to a standardized set of environments. https://gym.openai.com/ See What’s New section below gym makes no assumptions about the structure of your agent, and is compatible with any numerical computation library, such as TensorFlow or Theano….