This course provides a comprehensive introduction to building intelligent, human-like chatbots using cutting-edge AI models like GPT-3 and GPT-4. You will learn how to design, develop, and deploy conversational agents that understand natural language, provide accurate responses, and deliver seamless user experiences across web and mobile platforms. Through hands-on projects, you will explore prompt engineering, API integration, fine-tuning techniques, and chatbot automation for business applications such as customer support, e-commerce, and virtual assistance. By the end of this program, you will be able to create smart, scalable, and customizable chatbots powered by the latest generative AI technologies.
Introduction to AI Chatbots What are AI-powered chatbots? Evolution from rule-based to NLP-driven chatbots Overview of GPT-3, GPT-3.5, GPT-4 Real-world applications across industries Understanding LLM capabilities & limitations.
Fundamentals of Large Language Models (LLMs) How LLMs work Tokens, embeddings & transformer architecture Key differences: GPT-3 vs GPT-4 Temperature, top-p & generation controls Ethical & responsible AI usage.
Prompt Engineering Basics What is prompt engineering? Prompt structure & components Types of prompts: zero-shot, few-shot, chain-of-thought Writing effective prompts for chatbot responses Avoiding hallucinations & biases.
Advanced Prompt Engineering Context-based prompting Instruction tuning & role prompting Multi-turn conversation design System prompts vs user prompts Optimization techniques (RAG, memory, constraints).
Building Chatbots with OpenAI API Introduction to the OpenAI platform Overview of API keys & security Using GPT-3.5/GPT-4 through API Response parsing & formatting Managing costs & token usage.
Designing Conversational Flows Chatbot architecture Conversational UX & UI Intent detection & context handling Handling user errors, fallback & escalation Personalization & user profiling.
Building Chatbots Using Python & Node.js Setting up development environments Python chatbot with GPT API Node.js chatbot with GPT API Integrating with messaging apps (WhatsApp, Telegram, Slack) Logging, analytics & monitoring.
Integration with Web & Mobile Platforms Embedding chatbots in websites Using frameworks (React, Vue, Flask) API integrations with CRM, ERP, & support systems Creating fully automated workflowsn Voice assistants using GPT models.
Creating custom datasets Fine-tuning GPT-3 models Using embeddings for long-term memory Building domain-specific chatbots (finance, healthcare, e-commerce) Testing, evaluation & improvements.
Deployment, Scaling & Real-World Projects Deploying chatbots on cloud (AWS, Azure, Google Cloud) Scaling API usage & handling traffic Security, compliance & privacy Real-time monitoring & maintenance Capstone project: Build a full AI chatbot.
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Email: coursedivine@gmail.com
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