Generative AI - 45 Days Internship Training Program
Join 45 Days Generative AI Internship Training Program at NextVision Infotech. Learn LLMs, prompt engineering, RAG, LangChain, fine-tuning. ₹649 only with certificate.
Program Description
Skills You'll Learn
Projects You'll Work On
Complete Generative AI Project
Students will complete a full generative AI project including LLM integration, prompt engineering, RAG implementation, vector database setup, LangChain agents, fine-tuning, deployment, and complete project documentation as per industry standards.
Program Modules
W1: Week 1: Generative AI and LLM Fundamentals
Introduction to generative AI, discriminative vs generative models, history of generative AI, applications of generative AI - text, image, audio, video, code generation, generative AI landscape, large language models (LLMs), LLM architecture, GPT, BERT, T5, LLaMA, Claude, Gemini, Mistral, open-source vs closed-source LLMs, tokenization, embeddings, context window, temperature, top-k, top-p, hallucination, LLM limitations, ethics in generative AI, responsible AI.
W2: Week 2: Prompt Engineering and LLM APIs
Prompt engineering fundamentals, prompt design principles, zero-shot prompting, few-shot prompting, chain-of-thought prompting, tree-of-thought, self-consistency, role prompting, instruction prompting, prompt templates, prompt optimization, prompt injection, prompt security, LLM APIs - OpenAI API, Anthropic API, Google Gemini API, Hugging Face API, API authentication, API parameters, API rate limits, API cost optimization, streaming responses, function calling, structured outputs, JSON mode.
W3: Week 3: Transformers and Attention Mechanisms
Transformer architecture, encoder-decoder architecture, self-attention, multi-head attention, positional encoding, feed-forward networks, layer normalization, residual connections, BERT architecture, GPT architecture, T5 architecture, encoder-only models, decoder-only models, encoder-decoder models, attention visualization, transformer variants, efficient transformers, long-context transformers, Hugging Face Transformers library, model loading, tokenizer, model inference, model fine-tuning basics.
W4: Week 4: Diffusion Models, GANs, and VAEs
Generative models overview, autoencoders, variational autoencoders (VAEs), generative adversarial networks (GANs), GAN architecture, generator, discriminator, GAN training, GAN variants - DCGAN, WGAN, StyleGAN, CycleGAN, Pix2Pix, diffusion models, denoising diffusion probabilistic models (DDPM), stable diffusion, latent diffusion, diffusion model architecture, text-to-image generation, image-to-image generation, inpainting, outpainting, upscaling, controlnet, LoRA, DreamBooth, image generation tools - Stable Diffusion, DALL-E, Midjourney, Leonardo AI.
W5: Week 5: Fine-Tuning, RAG, LangChain, and Live Projects
Fine-tuning fundamentals, full fine-tuning, parameter-efficient fine-tuning (PEFT), LoRA, QLoRA, adapter layers, prefix tuning, prompt tuning, fine-tuning datasets, fine-tuning evaluation, retrieval-augmented generation (RAG), RAG architecture, document loading, text splitting, embeddings, vector databases - Pinecone, Weaviate, ChromaDB, FAISS, Qdrant, retrieval, re-ranking, generation, RAG evaluation, LangChain fundamentals, chains, agents, tools, memory, callbacks, LangChain expressions (LCEL), LlamaIndex, live projects - chatbot, document Q&A, content generator, code assistant, image generator, complete documentation.
W6: Week 6: Deployment, Documentation, Viva, and Certification
Model deployment, LLM deployment, API deployment, Streamlit, Gradio, FastAPI, cloud deployment - AWS, GCP, Azure, Hugging Face Spaces, Docker, MLOps for generative AI, LLMOps, model monitoring, cost optimization, project documentation, resume building, interview preparation, viva-voce examination, feedback session, certificate distribution.
Key Features
What You'll Learn
Examination Details
| Exam Name | Full Marks | Pass Marks |
|---|---|---|
| Module-wise Assessment | 100 | 40 |
| Project Evaluation | 100 | 50 |
| Final Presentation | 50 | 25 |
| Viva-Voce | 50 | 25 |
Internship Details
Prerequisites
- Pursuing or completed B.Tech/B.E./BCA/MCA/B.Sc. in Computer Science, IT, or related field
- Basic knowledge of Python programming
- Basic knowledge of machine learning concepts
- Interest in generative AI
Who Can Enroll ?
- B.Tech Computer Science students (1st to 8th semester)
- B.E. IT students
- BCA students (1st to 6th semester)
- MCA students
- B.Sc. Computer Science students
- AI enthusiasts
- Working professionals wanting to upskill
- Students from all over India seeking practical training
Certificate Preview
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Our Students Did It! 🎉 Certified & Proud
A big congratulations to our students who recently completed their courses and earned their certificates. Here's what they have to say! 🎓
Satyam Kumar
Internship Program
"Best decision I ever made! The teaching quality and practical training helped me land my dream job. Highly recommended! 🌟"
PRAYASHI KARMAKAR
Internship Program
"Amazing experience! The mentors are super supportive and the course content is industry-ready. Got my certificate with confidence! 💯"
KASHISH SINGH
Internship Program
"NVI Gaya changed my career path completely. Practical projects, real-world skills, and expert guidance — everything was perfect! 🚀"
Sanjali kumari
Internship Program
"Learned so much in such a short time. The internship gave me real experience and confidence to face interviews. Thank you NVI! 🙏"
Durgesh Yadav
Internship Program
"From zero to hero — that's how I feel after completing this course. The staff is friendly and always ready to help! ⭐"
AYAN GHOSH
Course Program
"Excellent learning environment with hands-on training. I got placed right after completing my course. Forever grateful! 🎓"
SANJIV KUMAR
Internship Program
"The best institute in Gaya for computer courses. Practical knowledge, live projects, and job-ready skills — worth every rupee! 💎"
Sayan Kundu
Internship Program
"Small batch sizes meant personal attention. My mentor guided me at every step. Truly a life-changing experience! ✨"
Vel Murugan V
Internship Program
"Best decision I ever made! The teaching quality and practical training helped me land my dream job. Highly recommended! 🌟"
Santu Kumar
Course Program
"Amazing experience! The mentors are super supportive and the course content is industry-ready. Got my certificate with confidence! 💯"
Simran Shree
Internship Program
"NVI Gaya changed my career path completely. Practical projects, real-world skills, and expert guidance — everything was perfect! 🚀"
Anjali Dhakad
Internship Program
"Learned so much in such a short time. The internship gave me real experience and confidence to face interviews. Thank you NVI! 🙏"
NIVEDITA DIVANSHU
Course Program
"From zero to hero — that's how I feel after completing this course. The staff is friendly and always ready to help! ⭐"
Ritik Kumar
Internship Program
"Excellent learning environment with hands-on training. I got placed right after completing my course. Forever grateful! 🎓"
Ajit Kumar Pal
Internship Program
"The best institute in Gaya for computer courses. Practical knowledge, live projects, and job-ready skills — worth every rupee! 💎"
Our Certificate Samples
Internship Certificate
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Joining Letter
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Student ID Card
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Student Panel
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All certificates are issued by NextVision Infotech & are verifiable upon request.
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