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Zero to Agentic Series' Articles

Back to Priyesh Dave's Series

Oct 6

Day 29: Positional Encoding

#ai #nlp #genai #100daysofcode

5 min read

Oct 8

Day 30: The Transformer Encoder Architecture

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6 min read

Oct 8

Day 31: The Transformer Decoder Architecture

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5 min read

Oct 9

Day 32: Layer Normalization and Residual Connections

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5 min read

Oct 10

Day 33: Building a Mini Transformer From Scratch (Code Walkthrough)

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5 min read

Oct 11

Day 34: What Is Pretraining? Transfer Learning for NLP

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4 min read

Oct 13

Day 35: BERT: Architecture and Masked Language Modeling

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5 min read

Oct 14

Day 36: Fine-Tuning BERT for Downstream Tasks

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5 min read

Oct 21

Day 37: GPT Architecture: Decoder-Only Transformers

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5 min read

Oct 21

Day 38: GPT-1 to GPT-3: The Evolution of Scale

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5 min read

Oct 23

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Oct 24

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Oct 26

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Oct 31

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Nov 1

Day 39: T5 and the Text-to-Text Framework

#ai #nlp #genai #100daysofcode

5 min read

Nov 1

Day 40: Tokenization Deep Dive: BPE, WordPiece, SentencePiece

#ai #nlp #genai #100daysofcode

5 min read

Nov 1

Day 42: What Makes a Model "Large"? Defining LLMs

#ai #nlp #genai #100daysofcode

5 min read

Nov 1

Day 43: In-Context Learning Explained

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4 min read

Nov 1

Day 44: Zero-Shot, One-Shot, and Few-Shot Learning

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6 min read

Nov 1

Day 38: GPT-1 to GPT-3: The Evolution of Scale

#ai #nlp #genai #100daysofcode

5 min read

Nov 3

Day 45: Emergent Abilities in LLMs

#ai #nlp #genai #100daysofcode

5 min read

Nov 3

Day 46: RLHF: Reinforcement Learning from Human Feedback

#ai #nlp #genai #100daysofcode

5 min read

Nov 9

Day 47: Instruction Tuning Explained

#ai #nlp #genai #100daysofcode

6 min read