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Abid Ali Awan

Abid Ali Awan (@1abidaliawan) is a certified data scientist professional who loves building machine learning models. Currently, he is focusing on content creation and writing technical blogs on machine learning and data science technologies. Abid holds a Master’s degree in technology management and a bachelor’s degree in telecommunication engineering. His vision is to build an AI product using a graph neural network for students struggling with mental illness.

10 Most Asked Data Science Interview Questions
Resources

10 Most Asked Data Science Interview Questions

Posted on August 29, 2024 by Abid Ali Awan

Are you feeling anxious about your upcoming data science interview? Don’t worry, you are not alone. Many candidates experience pre-interview jitters, but with the right…

10 Free Resources on LLMs
AI

10 Free Resources on LLMs

Posted on August 26, 2024August 26, 2024 by Abid Ali Awan

The world of Large Language Models (LLMs) is filled with noise and every day there are random courses, cheat sheets, and tools that can make…

Top 7 Alternatives to VSCode for Data Science
Programming

Top 7 Alternatives to VSCode for Data Science

Posted on August 23, 2024August 18, 2024 by Abid Ali Awan

When it comes to data science and machine learning, having the right code editor can significantly enhance productivity and streamline workflows. Here are some local…

Top 10 Free Statistics Blogs and Websites to Follow
Resources

Top 10 Free Statistics Blogs and Websites to Follow

Posted on August 20, 2024August 18, 2024 by Abid Ali Awan

Statistics is the foundation of data science, machine learning, and even large language models that everyone is excited about. You cannot build a high-performing machine…

What are Quantized LLMs?
AI

What are Quantized LLMs?

Posted on June 24, 2024June 23, 2024 by Abid Ali Awan

Most Large Language Models (LLMs) require 30GB+ of GPU memory or RAM to run inference. This raises the question: How are we able to fine-tune…

What is Retrieval-Augmented Generation (RAG)?
AI

What is Retrieval-Augmented Generation (RAG)?

Posted on June 18, 2024June 18, 2024 by Abid Ali Awan

In this tutorial, we will learn about the popular technique of Retrieval-Augmented Generation (RAG) and how it works. Moreover, we will build our RAG chatbot…

5 Vector Similarity Search Algorithms for LLMs
AI

5 Vector Similarity Search Algorithms for LLMs

Posted on June 17, 2024June 18, 2024 by Abid Ali Awan

In this blog, we will review five popular similarity search algorithms that are widely used in AI applications for retrieving similar data from vector databases.…

5 Regularization Techniques You Should Know
Tips

5 Regularization Techniques You Should Know

Posted on May 13, 2024May 14, 2024 by Abid Ali Awan

Regularization in machine learning is used to prevent overfitting in models, particularly in cases where the model is complex and has a large number of…

Statistics Cheat Sheets to Get Before Your Job Interview
Resources

Statistics Cheat Sheets to Get Before Your Job Interview

Posted on May 6, 2024 by Abid Ali Awan

Photo by RDNE Stock project Have you ever been in a situation where you have a technical interview for a data position and only a…

5 MIT Statistics Courses That Are Free
Resources

5 MIT Statistics Courses That Are Free

Posted on April 18, 2024April 22, 2024 by Abid Ali Awan

Image by Author Massachusetts Institute of Technology (MIT) is a highly respected institution known for its academic excellence and contributions to research and technology. In…

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