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4Month/40 Hours Price:55,000
50,000
Mastering Python With OpenAI APIs and GPT-4
Step into the world of artificial intelligence and discover how to harness OpenAI’s cutting-edge APIs, including GPT3, GPT-3.5, GPT4, DALL-E, and Whisper, to create groundbreaking applications and solutions. This immersive, project-driven course is designed for learners of all backgrounds and skill levels, providing a solid foundation in AI-driven development.
What you’ll learn
Understand GPT parameters to fine-tune the model’s performance
Write, analyze, and debug code in any language using GPT-4
Structure and refine GPT’s output for consistency and clarity
Customize GPT-4 to address specific use cases and unique requirements
Generate and edit images using DALL-E 2
Employ text embeddings for searching, classifying, and understanding text
Course Content:
Module1: Introduction
A Brief History of OpenAI
Let’s Talk About GPT
OPTIONAL: The Transformer Architecture
Signing Up For An Account03:47
Getting The Course Code
Getting The Course Slides
Module2: Getting Started
Our First Completion Request
For Windows Users: Editing Text Files
Hiding Our API Key
Understanding Tokens
Maxtokens
Stop Sequences
N and Echo
The Different Completion Models
Comparing Model Performance and Pricing
Module3: Prompt Engineering
Controlling The Output Format
Summarization Prompts
Data Extraction Prompts
Sentiment Analysis Prompt
Zero-Shot Vs. Few-Shot Prompting
“Let’s Think Step By Step” Prompting
Text Transformation Prompts
Module4: Color Palette Generator Project
Introducing The Color Palette ProjectColor Rendering in Colaboratory
Writing The Color Palette Generator Prompt
Writing a Color-Swatch Rendering Function
Setting Up The Flask Server
Integrating OpenAI With Server
Writing the Palette Endpoint
Creating The Form
Rending The Colors In The Browse
Copy and Paste Functionality
Styling The Color Block
Styling The Form
Refactoring Our Front-End Code
Module5: Important API Parameters
TemperatureUnderstanding Top P
Frequency Penalty
Presence Penalty
Module6: The Chat API & GPT4
Introduction to Chat APIOur First Chat Request
Important Note On Pricing!
Prompting With Properly Formatted Messages
Note on GPT-3.5-Turbo Version
Rewriting a Completion Prompt In Chat Format
Chat API Parameters
Module7: Building A GPT-4 Chatbot
Writing The Basic Chatbot Structure
Persisting Messages Across Requests
Adding Optional Personalities
Colorizing The Chatbot Output
Module8: Working with GPT-4and Code
Calculating Time Complexity With GPT-4
Translating JS To Python With GPT-4
Fixing Code Bugs With GPT-4
Generating Code From Scratch With GPT-4
Module9: Cost Estimation with TikToken
Counting Tokens With TikTokenModule 10: GPT4 -Automatic Code Review
Building The Basic Code Reviewer Pt 1
Building The Basic Code Reviewer Pt 2
Introducing The Interactive Code Reviewer
Interactive Code Reviewer Prompt
Interactive Code Reviewer Walkthrough
Module11: GPT-4 AI Spotify Playlist Generator Project
Writing The Playlist Generating Prompt
Finishing The Playlist Prompt
Getting Spotify Developer Credentials
Spotify Authentication Via Pytho
Searching For Spotify Tracks Via Pytho
Creating Spotify Playlists Programmatically
Adding in OpenAI
Accepting Command Line Arguments
Overview of the Polished Solution
Modue12: Embeddings
Introducing Embeddings
Generating a Single Embedding
Introducing The Movie Embedding Visualization
Getting our Movie Data
Getting Our Movie Data Ready
Generating Embeddings for 5000 Movies
Visualizing Our Embeddings With Atlas
Recommending Movies Using Our Embedding
Module13:Using Embedding to Enhance GPT-4
Gathering Our Embeddings
Implementing Q&A With Embeddings & GPT-4
Module14: Sentiment Analysis Project
Collecting Comments From Reddit
Analyzing Sentiment In The Comments
Plotting The Results
Module15: Book Summarize Project
Preparing Book Text For Summarization
Context Window Math
Summarization Logic
Caching Results
Performing a “Meta-Summary” With GPT-4
Module16: DALL-E-APP
Making a DALL-E Request
Saving DALL-E Images
Alternative Approach To Saving Images
Requesting Image Variation
Module17: Stable Diffusion
Using the Stability SDK
Introducing The Choose Your Own Adventure Project05:33
GPT-4 CYOA Text Generation
Stable Diffusion CYOA Image Generation
Module18: Whisper Audio to Text
The Basics of Whisper
Providing a Prompt to Whisper
Translating Audio With Whisper
Transcribing Non-English Audio
Running The Whisper Model Locally
Requirements
Who this course is for:
Developers curious about AISoftware engineers looking to supercharge their workflow with generative models
Entrepreneurs interested in the OpenAI’s tools offers
Content Creators interested in supplementing their creative workflow
International Student Fees: 400$ US
Job Interview Questions
R Job Interview Questions and Answers
Python Job Interview Questions and Answers
Data Sciences Job Interview Questions and Answers
Machine Learning Job Interview Questions
Job Interview Preparation (Soft Skills Questions & Answers)
Tough Open-Ended Job Interview QuestionsWhat to Wear for Best Job Interview Attire
Job Interview Question- What are You Passionate About?
How to Prepare for a Job Promotion Interview
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Flexible Clas
Week End Classes For Professionals SAT | SUN
Corporate Group Training Availables Options
Online Classes – Live Virtual Class (L.V.C), Online Training
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