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AI

Getting Started with Reinforcement Learning

Posted on July 9, 2024July 9, 2024 by Raghav

In this post, I will cover an Introduction to Reinforcement Learning and how you can get started with it. The key takeaways that you will…

Productivity

How to practice Mindfulness as a Software Engineer

Posted on July 8, 2024July 8, 2024 by Raghav

What is Mindfulness? Mindfulness means being aware of and in control of what you are doing in the moment, being aware of why you are…

Mortgage Repayment Calculator
Data Science

Mortgage Repayment Calculator

Posted on May 18, 2023August 22, 2023 by Raghav

Below you will find a mortgage prepayment calculator using which you can find out how much interest and time you will save if you pay…

How to get started with Transformers based Large Language models (LLMs)
AI

How to get started with Transformers based Large Language models (LLMs)

Posted on May 9, 2023May 9, 2023 by Raghav

What are transformers? Transformers are machine learning models based on Deep neural networks that are powering the new age NLP applications like ChatGPT. The 2017…

How to get started with Databricks on Azure for free?
Data Engineering

How to get started with Databricks on Azure for free?

Posted on March 21, 2023May 18, 2023 by Raghav

What is Databricks Databricks is an American Software company founded by the creators of Apache Spark. It provides a web based platform of the same…

Is there a shortage of Wheat flour in 2022/23 in US? Data Visualization in Python
Data Science

Is there a shortage of Wheat flour in 2022/23 in US? Data Visualization in Python

Posted on January 22, 2023January 25, 2023 by Raghav

In this article we will analyze USDA wheat yearbook dataset (linked here) to find if there is a shortage of wheat flour at the beginning…

Visualizing Wheat Production, Supply and Usage data using Python Seaborn library: Visualization basics in Python
Data Science

Visualizing Wheat Production, Supply and Usage data using Python Seaborn library: Visualization basics in Python

Posted on December 25, 2022December 25, 2022 by Raghav

In this article we will learn how to visualize a dataset using Python Seaborn library, specifically focussing on the Wheat Production and Supply dataset released…

How to avoid Under-fitting and Over-fitting while training a Deep Neural Network?
Data Science

How to avoid Under-fitting and Over-fitting while training a Deep Neural Network?

Posted on October 28, 2022December 24, 2022 by Raghav

In this article we will cover the problems of overfitting and under-fitting during the training of your Neural Network and the potential remedies you can…

What is Vanishing and Exploding gradients problem in Neural Network training? and how you can fix it.
Data Science

What is Vanishing and Exploding gradients problem in Neural Network training? and how you can fix it.

Posted on October 10, 2022October 10, 2022 by Raghav

This problem relates to Backpropagation algorithm used in training Neural Networks. The Backpropagation algorithm learns by calculating the gradient at each layer of the network…

What is Redis and When to use it?
Data Engineering

What is Redis and When to use it?

Posted on July 19, 2022July 19, 2022 by Raghav

Introduction Redis is an open source in-memory data structure store. It is a short for Remote Dictionary Server(REDIS). It is used as a distributed in-memory…

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