mbadry1/DeepLearning.ai-Summary

#artificialintelligence

This repository contains my personal notes and summaries on DeepLearning.ai I've enjoyed every little bit of the course hope you enjoy my notes too. This is by far the best course series on deep learning that I've taken. If you want to break into AI, this Specialization will help you do so. Deep Learning is one of the most highly sought after skills in tech.



How To Become a Neural Networks Master in 3 Simple Steps

#artificialintelligence

Artificial Intelligence, Machine Learning and Deep Learning are all the rage in the press these days, and if you want to be a good Data Scientist you're going to need more than just a passing understanding of what they are and what you can do with them. There are loads of different methodologies, but for me I would always suggest Artificial Neural Networks as the first AI to learn - but then I've always had a soft spot for ANNs since I did my PhD on them. They've been around since the 1970s, and until recently have only really been used as research tools in medicine and engineering. Google, Facebook and a few others, though, have realised that there are commercial uses for ANNs, and so everyone is interested in them again. When it comes to algorithms used in AI, Machine Learning and Deep Learning, there are 3 types of learning process (aka'training').


How To Become a Neural Networks Master in 3 Simple Steps

#artificialintelligence

Artificial Intelligence, Machine Learning and Deep Learning are all the rage in the press these days, and if you want to be a good Data Scientist you're going to need more than just a passing understanding of what they are and what you can do with them. There are loads of different methodologies, but for me I would always suggest Artificial Neural Networks as the first AI to learn - but then I've always had a soft spot for ANNs since I did my PhD on them. They've been around since the 1970s, and until recently have only really been used as research tools in medicine and engineering. Google, Facebook and a few others, though, have realised that there are commercial uses for ANNs, and so everyone is interested in them again. When it comes to algorithms used in AI, Machine Learning and Deep Learning, there are 3 types of learning process (aka'training').


Machine Learning Crash Course Google Developers

#artificialintelligence

How does machine learning differ from traditional programming? What is loss, and how do I measure it? How does gradient descent work? How do I determine whether my model is effective? How do I represent my data so that a program can learn from it?