Learn From beginner to Advanced Gen AI development Online: Free Course with AI Tutor & Certificate
You'll learn to build AI agents using LangGraph in this generative AI course. Across 6 modules and 36 video lessons taking about 1 hour, you'll master LLM foundations, RAG, and fine-tuning. This format helps developers move from basic prompting to advanced AIOps quickly.
From beginner to Advanced Gen AI development course syllabus
01 Foundations of Large Language Models
- Evolution of Agentic AI
- Understanding the Transformer Architecture
- Deconstructing the Modern AI Stack
- Exploring the GPT Revolution
02 Advanced Prompting and LLM Interaction
- What is Prompt Engineering
- Prompt Engineering Guide
- Function calling with LLM's
- Gemini Function Calling
- Introduction to the LangChain Framework
03 Retrieval-Augmented Generation (RAG)
- Understanding Text Embeddings
- Exploring Vector Databases
- Understanding the RAG Framework
- Building Production RAG Applications with LangChain on Google Cloud
- Building a Grounded AI System with DIY RAG
- Implementing Advanced Retrieval with GraphRAG
04 Fine-Tuning and Alignment
- Choosing the Right Strategy: RAG vs. Fine-Tuning
- Understanding Reinforcement Learning from Human Feedback (RLHF)
- Introduction to Direct Preference Optimization (DPO)
- Data Preparation for Fine-Tuning
- Model Fine-Tuning Techniques
- Quantization Introduction
- Fine tuning Techniques
- Fine tuning Demo
05 Building AI Agents with LangGraph
- What are AI Agents?
- Comparing Agent Frameworks: LangChain vs. LangGraph
- Agent Executor with LangGraph
- Memory in langgraph
- Building Your First Agent with LangGraph
- Multi Agent Workflow with LangGraph
- Introduction to MCP
- Architecting Multi-Agent Systems
06 AIOps for Generative AI
- Introduction to LLMOps
- Operationalizing AI Agents with AgentOps
- Applying AIOps for Data Storage Observability
- Deployment Strategy: Managed vs. Self-Hosted
- Securing AI Applications Against Common Threats
Skills you'll gain
Add these to your LinkedIn profile and resume the day you finish.
Who should take this From beginner to Advanced Gen AI development course?
And exactly what you need before starting (spoiler: almost nothing).
This course is for
- Software developers in India looking to transition into AI engineering roles.
- Data scientists wanting to add LLM fine-tuning and RAG to their technical toolkits.
- Tech students seeking a free generative AI course to build modern portfolio projects.
- IT professionals aiming to understand AIOps and agentic AI deployment.
Prerequisites
- No strict prerequisites, but basic programming knowledge is highly recommended.
- Familiarity with Python will help you understand the technical frameworks faster.
- A basic understanding of machine learning concepts is helpful but not required.
How learning works on LearnTube
The structure of a bootcamp, the price of free.
AI curates your path
Our AI picks the top 1% of video content for each topic and arranges it into a structured, goal-based curriculum. No more tutorial roulette.
Learn, then get quizzed
After every lesson, your AI tutor asks you a question and gives personalised feedback on your answer, so gaps get fixed immediately.
Finish with proof
Complete the course, build the capstone project, and claim a certificate recognised by 900+ hiring partners.
A complete From beginner to Advanced Gen AI development course: free, structured and job-focused
You'll start by building AI agents with LangGraph and implementing Retrieval-Augmented Generation (RAG) to make large language models smarter with your own data. This generative AI full course takes you through the complete lifecycle of modern artificial intelligence development. You begin with the Evolution of Agentic AI before mastering the Foundations of Large Language Models. From there, you'll move into Advanced Prompting and LLM Interaction, learning exactly how to get reliable outputs from complex models.
Once you understand the basics, the curriculum shifts to advanced techniques like Fine-Tuning and Alignment, ensuring your models behave safely and accurately. You'll also cover Building AI Agents with LangGraph and AIOps for Generative AI to deploy and maintain your applications in production. The entire syllabus spans 6 modules and 36 video lessons, condensing complex topics into about 1 hour of highly focused material.
LearnTube makes this process highly interactive. We curate the best YouTube video lessons and pair them with an AI tutor that tests your knowledge. You'll take a quick quiz after every lesson to confirm you actually understand the concepts. The platform is completely free to learn, and you can opt for a paid certificate at the end to show employers your new skills. Join over 60,000 learners on LearnTube and start building real AI applications today.
Jobs you can target after learning From beginner to Advanced Gen AI development
From beginner to Advanced Gen AI development is a gateway skill for some of the fastest-growing roles in tech.
Designs, builds, and deploys generative AI models and intelligent agents.
Optimizes LLM interactions to generate accurate and safe outputs.
Implements fine-tuning and RAG pipelines for enterprise applications.
Typical entry-level salary ranges in India as of August 2026. Actual compensation varies by city, company and experience.
Earn a From beginner to Advanced Gen AI development certificate employers recognise
Finish the course and claim a certificate you can share anywhere.
- Learn 100% free: every lesson, quiz and the AI tutor cost nothing
- Claim your certificate when you complete the course (an optional paid add-on)
- Recognised by 900+ hiring partners across India
- One click to share on LinkedIn and add to your resume
Why learners choose LearnTube
Real reviews from Google. You learn free, you get assessed free, and you pay only if you want the certificate.
Though I have 11 years of experience as an HRBP, the course helped me refresh my knowledge and gave me insights into new trends in the market. The modules were clear and easy to understand, and the quizzes were well designed. I have added the certificate to my LinkedIn profile.
I had a lot of doubts while learning, but the AI chatbot answered them in detail with simple summaries. The videos on the platform saved me a lot of time as I didn't have to search YouTube and watch random content.
Just earned my certificate in HR Management from LearnTube.ai! The platform is user-friendly and the assessment was a great way to validate my knowledge. Feeling proud of this accomplishment!
I enrolled in a LearnTube personalized course to get into a Data Analytics role. It helped me learn SQL in depth and gave me hands-on experience with Power BI. I attached the LearnTube certificate to my CV, it added credibility to my profile, and I'm currently in the interview process.
The interface is user-friendly and intuitive, making it easy to navigate the course. I encountered no errors during my time using the platform, which was a refreshing change from other online learning platforms.
Just cleared the Business Analyst assessment and got certified! Loved how the course simplifies big concepts like data-driven decision making into short, practical lessons. The automated quizzes kept me on track the whole time. Perfect boost for my resume!
The certificate gave me a real edge during my B.Tech. By the time I graduated, I had skills that set me apart from my peers, and the certification opened up more job opportunities. It gave me the confidence to stand out during interviews.
I manage many software projects as a General Manager and was looking for a good certification program to stay competitive. After researching many programs, I chose LearnTube and it was much better than I expected. The material is well-organized and practical, and what I liked most is the lifetime access.
Frequently asked questions
Everything learners ask before starting this From beginner to Advanced Gen AI development course.
Is this gen ai course free?
Yes, the learning content is completely free. You can watch all 36 video lessons and use the AI tutor quizzes without paying. The official certificate is an optional paid add-on if you want proof of completion.
Are generative AI skills still in demand?
Yes, companies across India are actively hiring developers who can build custom AI solutions. Mastering tools like LangGraph and RAG makes you highly valuable, as businesses want to integrate large language models into their own proprietary data.
How does this differ from standard YouTube tutorials?
We organize scattered YouTube videos into a structured generative ai course syllabus. Instead of just watching passively, our AI tutor gives you a quiz after every single lesson to ensure you actually retain the complex technical concepts.
Do I need a powerful computer to learn generative AI?
No, you do not need expensive hardware to take this training. Most modern LLM development, including basic fine-tuning and RAG implementation, can be done using cloud-based platforms and free tiers of popular AI APIs.
Will I get a generative ai certification?
You can earn a verified certificate after completing all 6 modules and passing the final assessments. This is an optional paid upgrade that you can easily attach to your resume or LinkedIn profile to attract recruiters.
How long does it take to finish the training?
The entire curriculum takes about 1 hour to complete. It is highly condensed, spanning 36 focused video lessons that strip away the fluff so you can quickly learn advanced prompting and AIOps concepts.
Can I learn generative AI if I am a beginner?
Yes, the syllabus starts with the foundations of large language models before moving to advanced topics. As long as you have basic programming knowledge, you'll be able to follow the progression into RAG and agent building.
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