What will you in Generative AI using OpenAI API for Beginners Course
Understand Generative AI and the OpenAI API using Python.
Set up OpenAI account, API keys, and environment.
Make text completions, handle JSON responses, and tune model behavior.
Build capabilities for sentiment analysis, text classification, and code generation.
Manage context, use role parameters, and moderate content.
Verify multiple responses, handle errors, and control quality.
Program Overview
Module 1: Introduction & Setup
⏳ 30 minutes
Set up Python, install OpenAI libraries, and authenticate with API keys.
Understand key models like GPT, Whisper, and DALL·E available through OpenAI.
Module 2: Basic API Calls & Prompting
⏳ 45 minutes
Perform text completions with adjustable parameters and receive structured outputs.
Learn best practices for prompting, token usage, and decoding strategies.
Module 3: Audio with Whisper
⏳ 45 minutes
Transcribe audio files to text using Whisper’s automatic speech recognition.
Translate non-English speech into English and integrate with text responses.
Module 4: Image Generation with DALL·E
⏳ 60 minutes
Generate new images from prompts and edit existing ones via inpainting tools.
Save, retrieve, and display images dynamically in Python apps.
Module 5: Embeddings & Semantics
⏳ 60 minutes
Generate embeddings and compute similarity scores for text search or Q&A.
Use embeddings for document clustering, semantic ranking, and topic modeling.
Module 6: Advanced Features & Error Handling
⏳ 45 minutes
Handle multiple completions, model errors, and context token limits.
Integrate OpenAI’s moderation API to filter unsafe content.
Module 7: Function Calling & Structured Output
⏳ 60 minutes
Use function-calling to enable OpenAI to execute tasks and generate JSON.
Build tools that simulate plug-ins and structured assistant workflows.
Module 8: End-to-End Projects
⏳ 60 minutes
Create a chatbot, a sentiment analyzer, and an image-based AI tool.
Combine APIs into multi-modal apps that accept text, image, and audio inputs.
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Job Outlook
High Demand: OpenAI API and generative AI skills are hot in today’s tech market.
Career Advancement: Enables roles in backend development, AI engineering, ML ops.
Salary Potential: $100K–$180K+ in AI-integrated tech roles.
Freelance Opportunities: Custom chatbots, content automation, translation, and audio tools.
Specification: Generative AI using OpenAI API for Beginners
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