Pouya Hallaj – Medium

Pouya Hallaj

The Chain Rule⛓️: Unveiling Its Relevance in Machine Learning

Calculus might seem like a distant memory from high school or college days for many, but its principles are woven into the fabric of…

4 min read4 days ago

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The Chain Rule⛓️: Unveiling Its Relevance in Machine Learning

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Pouya Hallaj

The Evolution of Chatbots: Understanding the Shift from Simple Scripts to AI-Driven Conversational…

How we came from simple chat bots to ChatGPT!

3 min readApr 27, 2024

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The Evolution of Chatbots: Understanding the Shift from Simple Scripts to AI-Driven Conversational…

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Pouya Hallaj

SQL Cheat Sheet: A Comprehensive Guide for Beginners

Unlock the power of SQL with this easy-to-follow guide! From basic commands to advanced operations, a handy cheat sheet for quick…

5 min readApr 15, 2024

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SQL Cheat Sheet: A Comprehensive Guide for Beginners

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Pouya Hallaj

Missing Data: Navigating the Maze

Learn how to handle missing values from your dataset

5 min readMar 6, 2024

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Missing Data: Navigating the Maze

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Pouya Hallaj

Decoding Data: The Art of Exploratory Analysis

In my journey through data science, EDA has been a constant companion. It’s more than just a step in the process; it’s a mindset

3 min readFeb 20, 2024

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Decoding Data: The Art of Exploratory Analysis

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Pouya Hallaj

How to Tame Noisy Training Loss in Deep Learning: Strategies and Tips

A noisy training loss can obscure the true performance of a model, making it challenging to diagnose problems and improve accuracy.

3 min readJan 11, 2024

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How to Tame Noisy Training Loss in Deep Learning: Strategies and Tips

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Pouya Hallaj

An Introduction to Retrieval-Augmented Generation

In the dynamic world of artificial intelligence and natural language processing (NLP), a new paradigm is emerging that promises to…

2 min readJan 2, 2024

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An Introduction to Retrieval-Augmented Generation

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Pouya Hallaj

How to Manually Download and Install iOS Simulator Files for Xcode on Mac

While you can download these simulator files directly within Xcode, there’s a lesser-known method of manual downloading that offers some…

2 min readDec 9, 2023

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How to Manually Download and Install iOS Simulator Files for Xcode on Mac

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Pouya Hallaj

XIP: Apple’s Twist on ZIP Files

Delving into Apple’s XIP File Format: A Secure Alternative to ZIP

3 min readDec 6, 2023

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XIP: Apple’s Twist on ZIP Files

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Pouya Hallaj

Deciphering the Language of Embeddings: Interpreting Off-the-Shelf Encoders

A Visual and Analytical Guide to Interpreting Complex Embeddings

2 min readNov 26, 2023

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Deciphering the Language of Embeddings: Interpreting Off-the-Shelf Encoders

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Pouya Hallaj

Pouya Hallaj

Tech addict, fitness fanatic, and ML devotee. Fueled by a love for programming and cutting-edge tech! Let's take on the world one algorithm at a time!

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