Recently there has been lot of buzz around Deep Learning. Almost all of the tech giants, Facebook, Google, Microsoft, Apple are investing heavily in this technology. In social media there has been lot of hype related to it. Some are claiming it to be the ‘ultimate solution’ to the long standing AI problem. Some of them … More Deep Learning for Dummies
Greeting to all! This post is an extension to the post I wrote last time. In the last post I talked a bit about linear algebra. In this post I’ll talk about Probability and it’s importance in Machine Learning. With the recent advancement of Statistical Machine Learning theory probability is the most powerful tool for analyzing Machine … More The Role of Probability in Machine Learning!
Originally posted on Windows On Theory:
[Below is a guest post from Sanjeev Arora on his redesign of the traditional graduate algorithms course to be a better match for today’s students. –Boaz] For the last two years I have tried new ideas in teaching algorithms at the graduate level. The course is directed at first year CS grads,…
When I started Machine Learning course, there were plenty of courses online. I started watching these courses without refreshing my math concepts, initially I felt there is no need for mathematical basis, but as I started exploring advanced stuff I realized that one cannot master the subject and obviously cannot apply it for real world … More Mathematics 101
Ok now you know what Machine Learning, Data Science means let’s dive into it. But wait !,should we jump straight into the meat of ML?. I have done some courses on Machine Learning and Data mining, in college and through some MOOC’s (Massive Open Online Courses). What I observed was most instructor’s jump straight to … More Let’s jump straight to Machine Learning. But wait!
Hello World! This is my first post in the series of posts I’ll be writing on Machine Learning, Big data and stuff. I’ll start by giving introduction to these fields and some terms which have been popping a lot these days. You might be wondering why you should read a new blog when there are … More Introduction.
These days terms like big data, Machine Learning, Predictive analytics, data mining, Pattern recognition are popping up frequently. But these are lot of terms and there is lot of confusions related to these names and their meanings. I thought for the first post I’ll explain meaning of all these terms and relation between these fields. … More What the heck is this big data and data science ?