Open AI Level -3 GPT -4 Lab Based Course

Open AI Level -3 GPT 4 Lab Based Course Syllabus Approved by the Fintech Council of India

Module 1: Introduction

● OpenAI introduction

● NLP introduction

● Chat GPT introduction

● Terminology

○ Tokens

○ Stop sequence

○ N and echo

○ Completion models

○ Pricing

○ Temperature

○ Top P

○ Presence Penalty

○ Frequency Penalty

○ Streaming responses

Module 2: Different Prompt

● Goodprompt

● Summarizations Prompts

● Data extraction Prompts

● Sentiment Analysis prompt

● Zero shot prompt

● Few shot prompt

● Step by step prompt

● Text transformation prompt

Module 3: API parameters

● Chat API

● Chat request

● Properly formatted messages

● GPT 3.5 - TURBO

● Completion prompt vs Chatformat

Module 4: GPT 4

● Chat GPT 4 chatbot

● Persisting Messages

● Adding optional personalities.

● Timecomplexity

● Java script to Python

● Fixing code bugs

● Generating code from scratch with GPT-4

● Cost estimation with TikToken

● Automatic code reviewer

Module 5: Embeddings

● Getting data and create recommendations based on it

● Data visualization

● GPT4 enhancement with Embeddings

Module 6: DALL-E API

● Making request

● Saving images

● Image edits

Module 7: Whisper: Audio to text

● The basics ofwhisper

● Providing a prompt to whisper

● Translating audio with whisper

● Transcribing Non-English audio

● Running the whisper model locally

Module 8: Fine tuning

● Techniques and Strategies

● Creation of your ownmodel

Lab work 20 Hours

Fintech AI Integration Advanced Project