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Implementing the Hangman Game in Python

, Hangman was a very fun game in our home. We'd grab a pen and paper and take turns selecting words for the opposite to guess. Today, it's utilized in classroom settings to assist...

Linear Regression in Time Series: Sources of Spurious Regression

1. Introduction It’s pretty clear that the majority of our work shall be automated by AI in the longer term. This shall be possible because many researchers and professionals are working hard to make their...

The best way to Train LLMs to “Think” (o1 & DeepSeek-R1)

In September 2024, OpenAI released its o1 model, trained on large-scale reinforcement learning, giving it “advanced reasoning” capabilities. Unfortunately, the small print of how they pulled this off were never shared publicly. Today, nevertheless,...

How LLMs Work: Reinforcement Learning, RLHF, DeepSeek R1, OpenAI o1, AlphaGo

Welcome to part 2 of my LLM deep dive. If you happen to’ve not read Part 1, I highly encourage you to ascertain it out first.  Previously, we covered the primary two major stages of...

Why Data Scientists Should Care about Containers — and Stand Out with This Knowledge

“I train models, analyze data and create dashboards — why should I care about Containers?” Many people who find themselves latest to the world of knowledge science ask themselves this query. But imagine you will...

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