● 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
● Goodprompt
● Summarizations Prompts
● Data extraction Prompts
● Sentiment Analysis prompt
● Zero shot prompt
● Few shot prompt
● Step by step prompt
● Text transformation prompt
● Chat API
● Chat request
● Properly formatted messages
● GPT 3.5 - TURBO
● Completion prompt vs Chatformat
● 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
● Getting data and create recommendations based on it
● Data visualization
● GPT4 enhancement with Embeddings
● Making request
● Saving images
● Image edits
● The basics ofwhisper
● Providing a prompt to whisper
● Translating audio with whisper
● Transcribing Non-English audio
● Running the whisper model locally
● Techniques and Strategies
● Creation of your ownmodel
Lab work 20 Hours
Fintech AI Integration Advanced Project
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