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📰 Dev.to · Akash

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All Articles 118,229 Blog Posts 125,766 Tech Tutorials 30,246 Research Papers 23,714 News 17,293 ⚡ AI Lessons

Recurrent Neural Networks

Dev.to · Akash 📐 ML Fundamentals ⚡ AI Lesson 2mo ago

Recurrent Neural Networks

Sequence Processing, POS Tagging, and the Context Problem By the end of this post, the...

Simple Revision of JS

Dev.to · Akash ⚡ AI Lesson 3mo ago

Simple Revision of JS

1.What is java script ? It is high level programming language It is also a scripting language Used...

From Perceptrons to Predicting the Next Word

Dev.to · Akash 🧠 Large Language Models ⚡ AI Lesson 3mo ago

From Perceptrons to Predicting the Next Word

Neural Networks as Language Models By the end of this post, you'll understand how...

From Counting Words to Learning Meaning

Dev.to · Akash 📐 ML Fundamentals ⚡ AI Lesson 3mo ago

From Counting Words to Learning Meaning

TF-IDF, Cosine Similarity, and Word2Vec By the end of this post, you'll understand two...

Perplexity, Smoothing, and What Words Mean

Dev.to · Akash 🧠 Large Language Models ⚡ AI Lesson 3mo ago

Perplexity, Smoothing, and What Words Mean

By the end of this post, you'll know how to evaluate a language model using 'perplexity', why unseen...

Before LLMs Could Predict, They Had to Count

Dev.to · Akash 🧠 Large Language Models ⚡ AI Lesson 3mo ago

Before LLMs Could Predict, They Had to Count

By the end of this post, you'll understand exactly how the simplest language models work, the chain...