The Legend of Covid-19

Hi Readers!

Hope everyone is staying indoors and protecting yourself from the novel-Corona-virus. This post aimed to create some optimism amidst fear and anxiety.

105: Backpropagation – A Deeper Dive

Hi Readers!!!

After the last post I had received feedback that I could go a bit more deeper into the concept of backpropagation. So in this post I am going to explain in detail the underlying calculus of backprop and also illustrate one epoch with an example.

104: The one with the “Learning”

Hi readers!

In the past two post we saw the different parameters and functions used in a NN. In this post, we are going to see about the very last topic, Backpropagation.

So let’s dive in!

Book Review: The 5 AM Club

(this post also has the New Year message in the end)

Image Source: amazon.com

Author: Robin Sharma

Year Of Publication: 2018

Goodreads review: 3.8/5

Genre: Self-Help

A great guide for creating a stellar morning routine!

Why this book?

Let’s face it.. Many of us have it in our New Year Resolutions that we must become an early riser. But very few have managed to achieve it.

I am one among those who have not achieved it. I am a night owl. I can sit till even 2 AM but not wake up before 6 AM. But I have been hearing a lot that being nocturnal is not good for health. So I wanted to read something that would motivate me to become an early riser. I read that the 5 AM Club (5AC) was good and so I decided to give it a read.

103: The One with Errors and Costs

Hey Readers!

In the last post we saw the neuron getting activated. That is an important step in forward propagation. In this post we will see about the different error functions and cost functions that give the feedback for a network. In other words they are important in back-propagation (backprop).

102: The One With the Activation

Hello Readers!

In the next 3 posts, we are going to see some concepts that are fundamental for ML and DL.

The Neuron

It is the building block of any neural network. It has been modelled based on the actual biological neuron.

I am not going to dive deep into the biological concepts of the nervous system. If you want to learn more about it refer here.

We saw the basic structure of a neuron.

Deep Learning 101: The One Where It All Begins

Hi readers!

In this post, we will see the history of DL. This will help us to know about the effort that has gone into developing AI to the level it is today.

The New Series

Hello Readers!!!!!

First of all, I want to apologize for not writing for a long time. I had a hectic few months at college, so I couldn’t find time to write.

So sorry!!! 😔😔

Now moving on……

I have an important announcement to make. I am going to start a new blog series on Deep Learning.

Google I/O 2019: Part-I

So it’s that time of the year when the big tech companies have their conferences and announce their big projects for the year. Google I/O (the tech conference of Google) took place between 7th May and 9th May in Shoreline Amphitheater, California.

So let’s see the top products and major improvements that were announced this year.

Book Review: Sapiens

Release Date: 2011

Author: Yuval Noah Harari

Page Count: 443

Genre: Anthropology

Goodreads ratings: 4.4/5

Target Audience: General

This book describes human evolution in the most captivating way!