Ashwin Prasad – Medium

Ashwin Prasad

Creating Shared Libraries with CMake

Using CMake for dynamic linking of shared libraries

5 min readApr 27, 2024

--

Creating Shared Libraries with CMake

--

Ashwin Prasad

Introduction to Computer Networks | IP Addresses, Mac Addresses and Networking Devices

Addressing schemes, Repeaters, Hubs, Bridges, Switchers and Routers

7 min readJan 27, 2024

--

Computer Networks - Making the Internet Uncool Again : Addressing Schemes and Network Devices

--

Ashwin Prasad

What’s Happening in Back-Propagation

Training the Black Box

7 min readFeb 2, 2022

--

What’s Happening in Back-Propagation

--

Ashwin Prasad
in
Analytics Vidhya

Feed Forward Neural Networks | Intuition on Forward Propagation

Why Neural Networks ? How does Neural Networks do what they do ? How does Forward Propagation works ?

8 min readNov 10, 2021

--

Feed Forward Neural Networks | Intuition on Forward Propagation

--

Ashwin Prasad
in
Analytics Vidhya

Perceptrons

Foundations of Neural Networks

5 min readOct 11, 2021

--

Perceptrons

--

Ashwin Prasad

Explaining SQL Joins with MySQL Implementation

Even though there are a lot of resources out there that explain Joins in SQL, there still happens to be a lot of confusion with this topic.

6 min readSep 10, 2021

--

Explaining SQL Joins with MySQL Implementation

--

Ashwin Prasad
in
Analytics Vidhya

Regression Trees | Decision Tree for Regression | Machine Learning

How can Regression Trees be used for Solving Regression Problems ? How to Build One.

7 min readAug 8, 2021

--

2

Regression Trees | Decision Tree for Regression | Machine Learning

--

2

Ashwin Prasad
in
Analytics Vidhya

Decision Trees For Classification (ID3)| Machine Learning

Overview of Decision Trees and How to build One

9 min readJul 5, 2021

--

Decision Trees For Classification (ID3)| Machine Learning

--

Ashwin Prasad
in
Analytics Vidhya

Why do Feature Scaling ? | Overview of Standardization and Normalization | Machine Learning

Why do we need feature scaling ? When to use feature scaling and What feature scaling method to use ?

7 min readJun 23, 2021

--

Why do Feature Scaling ? | Overview of Standardization and Normalization | Machine Learning

--

Ashwin Prasad
in
Analytics Vidhya

Logistic Regression with Gradient Descent Explained | Machine Learning

What is Logistic Regression ? Why is it used for Classification ?

7 min readJun 14, 2021

--

Logistic Regression with Gradient Descent Explained | Machine Learning

--

Ashwin Prasad

Ashwin Prasad

I write about things that intrigue me on any field of Computer Science, with more weightage to Machine Learning and Systems Programming

Following

Help
Status
About
Careers
Blog
Privacy
Terms
Text to speech
Teams