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🤖 AI Training Program

Applied Generative AI
4-Month Program

Industry-ready Gen AI course covering Python, Deep Learning, NLP, LLMs, RAG, Fine-tuning, Multimodal AI, and Production Deployment. Build 10+ real projects.

⏱️ 4 Months
🧩 8 Modules
⚡ 10+ Projects
🏆 Certificate
📍 Hybrid
🎓 Program Overview
4
Months
8
Modules
10+
Projects
Hybrid
Mode
PythonLangChain OpenAIRAG Hugging FaceDocker AWS/GCPMLOps
📄
Offer Letter on Day 1
🏆
Dual Certificate
💼
Live Client Projects
🤝
Placement Support
🚀
Capstone Deployment
Full Curriculum

4-Month Course Curriculum

Structured month-by-month learning path from Python basics to production GenAI deployment.

📅 Month 1 — Foundations (Modules 1 & 2)
Module 01
Python & ML Foundations
Topics
  • Python essentials & OOP
  • NumPy, Pandas, Matplotlib
  • ML algorithms & model evaluation
  • Feature engineering & train/test split
Projects
  • House price predictor (Regression)
  • Customer churn classifier (Random Forest)
Module 02
Deep Learning & Neural Networks
Topics
  • Perceptrons & backpropagation
  • CNNs for image classification
  • RNNs & LSTMs for sequences
  • Transfer learning with pretrained models
Projects
  • CIFAR-10 image classifier (CNN + ResNet)
  • Sentiment analyser with LSTM
📅 Month 2 — NLP, Transformers & LLMs (Modules 3 & 4)
Module 03
NLP & Transformers
Topics
  • Text preprocessing & word embeddings
  • Attention mechanism deep dive
  • BERT, GPT architectures explained
  • Sentence transformers & semantic similarity
Projects
  • Resume similarity ranker using sentence transformers
  • Multi-class news classifier with BERT
Module 04
Generative AI & LLMs
Topics
  • LLM internals & scaling laws
  • Prompt engineering: zero-shot, few-shot, chain-of-thought
  • Hallucination detection & safety alignment
  • System prompts & temperature tuning
Projects
  • AI cold-email generator pipeline
  • Prompt injection vulnerability tester
📅 Month 3 — RAG, Fine-tuning & Multimodal AI (Modules 5, 6 & 7)
Module 05
LangChain & RAG
Topics
  • LangChain agents, chains & memory buffers
  • Vector databases: FAISS & Pinecone
  • Retrieval-Augmented Generation pipeline
  • Document Q&A system design
Projects
  • PDF chatbot with RAG pipeline
  • Company knowledge base bot with memory
Module 06
Fine-tuning & PEFT
Topics
  • Supervised fine-tuning (SFT) workflow
  • LoRA & QLoRA: parameter-efficient tuning
  • RLHF basics & DPO alignment
  • Evaluation: BLEU, ROUGE, perplexity
Projects
  • Domain-specific chatbot with LoRA (Mistral/Llama)
  • Base vs fine-tuned model evaluation report
Module 07
Multimodal AI
Topics
  • Vision-language models: CLIP & BLIP
  • Image generation: Stable Diffusion & ControlNet
  • Audio & speech AI with Whisper ASR
  • Multimodal RAG pipeline
Projects
  • Visual product search engine with CLIP embeddings
  • Lecture transcription + AI-generated notes (Whisper + LLM)
📅 Month 4 — Deployment, MLOps & Capstone (Module 8)
Module 08 — Capstone
Deployment & MLOps
Topics
  • FastAPI & Gradio app development
  • Docker containerisation & cloud deploy (AWS/GCP)
  • Model monitoring: MLflow & Prometheus
  • CI/CD pipeline with GitHub Actions
Project
  • LLM API service wrapped in FastAPI + Docker
🏆 Capstone
  • Design, build, evaluate & deploy a full Gen AI app
  • Combine RAG pipeline + fine-tuned model + UI
  • Deliver: GitHub repo, live URL, report & demo
Tech Stack

Tools & Technologies You'll Master

🐍Python
🔢NumPy & Pandas
🧠TensorFlow / PyTorch
🤗Hugging Face
⛓️LangChain
🔍FAISS & Pinecone
🤖OpenAI API
🎨Stable Diffusion
🎤Whisper ASR
⚡FastAPI
🐳Docker
☁️AWS / GCP
📊MLflow
🔄GitHub Actions
📓Jupyter Notebook
What You'll Get

Deliverables & Outcomes

📄
Offer Letter
Official internship offer letter on Day 1
🏆
Dual Certificate
Training + Completion certificate from TechVyuh
💻
GitHub Portfolio
10+ live projects on your GitHub profile
🚀
Live Capstone App
Deployed GenAI app with live URL
📝
Project Reports
Documented evaluation and model reports
🤝
Placement Support
Resume + LinkedIn + mock interviews
FAQ

Frequently Asked Questions

Do I need prior ML/AI experience to join?

▼
No. The program starts from Python and ML basics in Month 1. A basic understanding of programming is helpful but not mandatory. We cover everything from scratch.

Is this a hybrid program?

▼
Yes. You can attend at our Lucknow center or join online from anywhere in India. Both modes are fully supported with live sessions and recorded content.

Will I get real projects to work on?

▼
Yes — 10+ projects across all 8 modules, plus a capstone project that you will design, build, and deploy as a live application. All projects go on your GitHub portfolio.

What's the fee for this program?

▼
Please contact us directly for current pricing — call or WhatsApp +91 9560078913, or fill the application form below. EMI options are available.

Will I get an offer letter?

▼
Yes. An official internship offer letter from APS Solutions / TechVyuh is issued on your first day — valid for university requirements and job applications.
Apply Now

Join the Applied GenAI Program

Fill the form and our team will reach out within 24 hours with batch details and next steps.

📞
+91 9560078913
✉️
brajendrasingh@techvyuh.com
🌐
www.techvyuh.com
📍
Trinity Onex 3rd Floor, Office Space 5,6, Opp. Akash Enclave, Near Petrol Pump, Sector 6 Vrindavan Yojna, Lucknow — 226029

Start Your AI Journey Today

Seats are limited. New batches start every Monday. Apply now and secure your spot in the Applied GenAI Program.