Using A.I. to Build a Better Human | The Age of A.I. (S1, E3)

Through life-changing accidents, and data-minded through NASCAR, human beings are finding ways to rebuild one another so that we are better, faster, and stronger than ever before and all with the help of A.I.. Once nothing more than the stuff of comic books and TV shows, we truly have the technology to become modern superheroes. The Age of A.I. is an 8 part documentary series hosted by Robert Downey Junior covering the ways Artificial Intelligence, Machine Learning and Neural Networks will change the world.

AI vs ML vs DL vs Data Science

Artificial Intelligence is the branch of computer science that deal with writing computer programs that can solve problems creatively

Machine learning is a subset of AI that provides statistical tools to explore the data.

The three primary types of Machine learning are:

1) Supervised machine learning (past labeled data)

2) Unsupervised machine learning (solve clustering problems)

3) and semi-supervised machine learning (aka reinforcement; combination of previous)

Deep learning is multi neural network archictecture. The idea is to mimic the human brain.

Data Science uses these tools and more, such as math and statistics, to learn.

In the Age of AI (full film) | FRONTLINE

A documentary exploring how artificial intelligence is changing life as we know it — from jobs to privacy to a growing rivalry between the U.S. and China. FRONTLINE investigates the promise and perils of AI and automation, tracing a new industrial revolution that will reshape and disrupt our world, and allow the emergence of a surveillance society.

The Future of Artificial Intelligence And Machine Learning

In this interview, I speak to Ivo Koerner, VP, IBM Systems, about the future of AI and machine learning, what it means for businesses, as well as some top tips of how businesses can get ready for AI and avoid the key traps and mistakes. If you would like more information on this topic, please feel free to visit my website and sign up for content updates! I write articles every week on various different topics such as Big Data, Artificial Intelligence & Machine Learning.

Machine Learning App Examples

Machine Learning powers almost every internet service we use these days, but it’s rare to find a full pipeline example of machine learning being deployed in a web app. In this episode, I’d like to present 5 full-stack machine learning demos submitted as midterm projects from the students of my current course. The midterm assignment was to create a paid machine learning web app, and after receiving countless incredible submissions, I’ve decided to share my favorite 5 publicly. I was surprised by how many students in the course had never coded before and to see them building a full-stack web app in a few weeks was a very fulfilling experience. Use these examples as a template to help you ideate on potential business ideas to make a positive impact in the world using machine learning. And if you’d like, be sure to reach out and support each of the students I’ve demoed here today in any way can you offer.