Introduction

Figure 1

NLP is an interdisciplinary field, and LLMs are just a subset of it
NLP is an interdisciplinary field, and LLMs are just a subset of it

Figure 2

ChatGPT Just Works! Does it…?
ChatGPT Just Works! Does it…?

Figure 3

GPT-4 Tokenization Example
GPT-4 Tokenization Example

Figure 4

Levels of Language
Levels of Language

Figure 5

Diagram showing building blocks of language
Diagram showing building blocks of language

Episode 1: From text to vectors

Figure 1

Figure 2

Figure 3

Figure 4

Figure 5

Episode 2: BERT and TransformersTransformersBERTBERT ArchitectureBERT as a Language ModelBERT for Text ClassificationBERT for Token Classification

Figure 1

Transformer Architecture
Transformer Architecture

Figure 2

BERT Architecture
BERT Architecture

Figure 3

The Encoder Self-Attention Mechanism
The Encoder Self-Attention Mechanism

Figure 4

BERT Language Modeling
BERT Language Modeling

Figure 5

BERT as an Emotion Classifier
BERT as an Emotion Classifier

Figure 6

BERT as an Emotion Classifier
BERT as an Emotion Classifier

Figure 7

BERT as an NER Classifier
BERT as an NER Classifier

Episode 3: Using large language modelsPitfalls, limitations, privacy

Figure 1

workflow Define a memory id for the current conservation.

Figure 2

workflow
workflow