Python with Generative AI

Learn Python + GenAI Tools like GPT, LangChain, Gemini & More!

⚡ Build Smart GenAI Apps using LLMs & APIs

Enroll Now 📄 Download Syllabus

📚 12-Week Learning Plan

Week 1

    🤖 Introduction to AI

  • 🧠 AI vs ML vs DL vs Gen AI
  • 🔄 AI lifecycle
  • 🐍 Python & Pandas basics
  • 📊 ML Types: Supervised, Unsupervised, Reinforcement
  • ✨ What is Generative AI

Week 2

    🧬 Deep Learning

  • 🧱 Basics of ANN
  • ⚙️ TensorFlow & Keras
  • ➕➖ Forward/Backward Propagation
  • 🔧 Optimizers & Regularization
  • 🖼️ CNN intro & implementation

Week 3

    🗣️ Natural Language Processing (NLP)

  • 🔤 Word2Vec, TF-IDF, BOW
  • 📐 Vectorization & POS tagging
  • ❤️ Sentiment Analysis
  • 🔁 RNN / LSTM / GRU
  • 🧪 Data Augmentation

Week 4

    📚 Large Language Models (LLMs)

  • 🌀 Transformers & Self-Attention
  • 🔄 Pre-training vs Fine-tuning
  • 🧾 Types of LLMs
  • 💡 LLM Applications
  • 🧩 Encoder / Decoder

Week 5

    🤗 Working with Hugging Face

  • 📦 Transformers Library
  • 🧪 Pre-trained Models & Tokenizers
  • 😊 Sentiment Analysis Pipeline
  • 🚀 Trainer API & Model Sharing
  • 🌐 Web App Integration

Week 6

    🧱 Working with LangChain

  • 🛠️ Setup & Configuration
  • 📲 Build Simple AI Apps
  • ⚙️ Core Components
  • 🔁 Real-world Use Cases
  • 📦 Dependency Handling

Week 7

    🦙 Meta’s LLaMA

  • 🔍 LLaMA vs GPT-3/4
  • 🔢 Model Sizes (8B–70B)
  • 🧠 Architecture & Features
  • 🖥️ Local/Cloud Setup
  • ✍️ Text Generation Use

Week 8

    🔓 OpenAI API

  • 🧠 GPT-3/4 Intro
  • 🧾 API Authentication
  • ✍️ Text Generation Tasks
  • ⚙️ Practical Exercises
  • 🌍 Application Integration

Week 9

    ✏️ Prompt Engineering

  • 🧠 Crafting Effective Prompts
  • ⚙️ GPT-3/4 Mechanism
  • 📝 Text/Code Generation
  • 🧪 Fine-tuning Techniques
  • 🔧 Prompt Optimization

Week 10

    🌐 Google Gemini API

  • 🔑 API Key Setup
  • 🧠 Model Selection & Use
  • 📊 Feature Overview
  • 🤖 Build AI Chatbot
  • 🔍 Explore Gemini Models

Week 11

    📲 Gen AI Apps with LangChain

  • 🔁 LangChain Setup (Repeated)
  • 🧱 Real-world App Examples
  • ⚙️ Components Breakdown
  • 🚀 Step-by-step App Dev
  • 🛠️ Deployment Ready

Week 12

    🎨🔎 Stable Diffusion & Retrieval-Augmented Generation

  • 🖼️ Image Generation with Prompts
  • 🌫️ Diffusion Models Basics
  • 🧪 Fine-tune on Custom Data
  • 🧠 Retrieval-Augmented Generation
  • 🎛️ Modify Styles & Attributes

🏁 Final Project

🚀 Build Your Own Generative AI App

✨ Final Project Implementation

  • 💡 Real-world AI App
  • 🧩 Use APIs, LLMs, Frameworks
  • 🔧 Build End-to-End Solution
  • 🧠 Apply Everything Learned
  • 🏁 Showcase Innovation

🚀 Launch Your GenAI Career

Build AI-powered Apps with Python, APIs, and LLMs

Enroll Now 📄 Download Syllabus