By Ajit Jaokar and Ayse Mutlu.
Exclusively for Data Science Central members, with free access. You can download this book (PDF) …Blog Free Book: Azure Machine Learning in a Weeken 6 Likes How to learn the maths of Data Science using
This post is a part of my forthcoming book on Mathematical foundations of Data Science.
In this post, we use the Perceptron algorithm to bridge the gap between high school…Blog How to learn the maths of Data Science using 2 Likes
This simple introduction to matrix theory offers a refreshing perspective on the subject. Using a basic concept that leads to a simple formula for the power of a matrix, we see how it can solve…Blog Gentle Approach to Linear Algebra, with Machi 6 Likes The Mathematics of Forward and Back Propagati
Understanding the maths behind forward and back propagation is not very easy.
There are some very good – but also very technical explanations.
For example :…Blog The Mathematics of Forward and Back Propagati 3 Likes
“The…Blog Can AI detect emotions better than humans? 3 Likes
For background to this post, please see…Blog Learn #MachineLearning Coding Basics in a wee 11 Likes Importance of Hypothesis Testing in Quality M Blog Importance of Hypothesis Testing in Quality M 6 Likes
After a recent webinar, I was asked about…Blog Advice to a fresh graduate for getting a job 3 Likes The Mathematics of Data Science: Understandin
Note: This is a long post, but I kept it as a single post to maintain continuity of the thought flow
In this longish post, I have tried to explain Deep Learning…Blog The Mathematics of Data Science: Understandin 10 Likes AI / Machine learning Cloud APIs: AWS – Azure
Most of us start working with specific programming…Blog AI / Machine learning Cloud APIs: AWS – Azure 3 Likes
The new advice today for data scientists is not to become a generalist. You can read recent articles on this topic, for instance …Blog Why You Should be a Data Science Generalist - 5 Likes Why I agree with Geoff Hinton: I believe that
Geoffrey Hinton dismissed the need for…Blog Why I agree with Geoff Hinton: I believe that 1 Like A simplified explanation for Understanding th
In this post, I explain the maths of Deep Learning in a simplified manner. To keep the explanation simple, we cover the workings of the MLP mode (Multilayer…Blog A simplified explanation for Understanding th 11 Likes Interpreting Exploratory Data Analysis (EDA)
Exploratory Data…Blog Interpreting Exploratory Data Analysis (EDA) 5 Likes
Image source:…Blog The Halley’s comet Data Scientist 3 Likes AI technologies used in Robotics
Robotics today is not…Blog AI technologies used in Robotics 2 Likes
I’d like to introduce a series of blog posts and their corresponding Python Notebooks gathering notes on the Deep Learning Book from Ian…Blog Boost your data science skills. Learn linear 20 Likes How to Choose a Machine Learning Model – Some
In this…Blog How to Choose a Machine Learning Model – Some 7 Likes AI and Algorithmocracy: What the Future Will
With the recent…Blog AI and Algorithmocracy: What the Future Will 1 Like