Become an
ML/DL/GenAI Engineer
in 4-6 Months
A complete, self-paced learning path taught by MIT & Purdue PhDs. Learn to:
Hear from Dr. Raj, Dr. Rajat & Dr. Sreedath
MIT & Purdue PhDs share their vision for this comprehensive AI/ML learning journey.
Why This Bundle?
Top AI companies look for engineers who combine deep fundamentals with practical building skills. This bundle delivers exactly that.
Limited Time Window
Most professionals have only 4-6 months for a career transition. You need a structured, comprehensive path, not scattered tutorials that leave gaps.
Fragmented Resources
No single resource takes you from mathematical foundations through neural networks, LLMs, and all the way to domain-specific AI applications.
Theory Without Practice
Most courses teach concepts without industrial-grade projects. You need to build end-to-end applications that mirror what engineers do at top AI companies.
The FPR Philosophy
Fundamentals
Master the math, theory, and core concepts behind every AI technique.
Practicals
Build real systems: neural networks, LLMs, RAG pipelines, and agents, all from scratch.
Research Mindset
Develop the ability to read papers, think critically, and innovate on your own.
From Beginner to AI Expert
A structured pathway that takes you from zero AI knowledge to confidently building production AI systems.

Before
- Scattered YouTube tutorials
- No structured learning path
- Theory without real projects
- Unsure which skills matter
- Imposter syndrome in interviews
What You Get
- 200+ hours of expert content
- 10 courses across 3 mastery levels
- Handwritten notes & e-books
- Complete code files & notebooks
- Industry-grade projects
- Certificate of completion
- Global learning community
After
- Build LLMs from scratch
- Deploy production RAG systems
- Create autonomous AI agents
- Master computer vision & RL
- Interview-ready for top AI companies
Your Learning Journey
Three Levels of Mastery
A structured path from zero understanding to building end-to-end AI projects from scratch.

Foundations
Build rock-solid fundamentals in mathematics, neural networks, generative AI, and large language models.
Math Foundations for AI/ML
Calculus, Linear Algebra, Probability, Statistics
Build Neural Network from Scratch
Every neuron, forward pass, backward pass
Generative AI Fundamentals
How ChatGPT was developed, transformers
Build an LLM from Scratch
Tokenization, architecture, pre-training
Applications
Build end-to-end industrial applications with the most in-demand AI skills.
Retrieval Augmented Generation
Vector databases, retrieval pipelines, projects
Fine-Tuning LLMs
LoRA, QLoRA, data prep, evaluation
AI Agents
Tool use, planning, multi-agent systems
Domain-Specific
Apply AI to specialized domains that companies are actively hiring for.
Computer Vision
CNNs, Vision Transformers, end-to-end apps
Reinforcement Learning
Policy optimization, reasoning models, agentic RL
Small Language Models
Domain-specific training, efficiency, deployment
Built for Ambitious Learners
Whether you're starting from zero or levelling up, this bundle is designed for your career transition.
Software Engineers
Transitioning to ML engineering roles at Google, Microsoft, NVIDIA, OpenAI, or Anthropic.
CS / Engineering Students
Build a competitive edge with deep AI fundamentals and hands-on projects beyond your curriculum.
Data Scientists
Level up from analysis to building LLMs, AI agents, and production ML systems.
Industry Professionals
Researchers, PMs, and tech leaders who need to deeply understand AI/ML to drive innovation.
10 Courses, One Complete Journey
Every course is packed with recordings of world-class bootcamps, workshops, and live lectures.
Math Foundations for AI/ML
Master the mathematics that powers all of AI : no shortcuts, just real understanding that separates true engineers from API callers.
Build a Neural Network from Scratch
Go beyond loading Python packages. Build every single neuron, connect them in the forward pass, and implement backpropagation from scratch.
Generative AI Fundamentals
Understand how the field evolved from early models to ChatGPT. Master the transformer architecture and attention mechanisms.
Build an LLM from Scratch
Our most breakthrough course. Understand how large language models work under the hood : the secret mastery that top AI engineers never reveal.
Everything You Need to Succeed
More than just lectures. A complete learning ecosystem designed for mastery.
200+ Hours of Video
Self-paced Zoom recordings of live bootcamps, workshops, and lectures.
Handwritten Notes on Miro
Visual explanations that break down complex concepts intuitively.
Full Code Files
Complete repositories for every project. Run, modify, and learn.
PDF Booklets & E-Books
Compiled reference books covering key topics across all courses.
Assignments
Practical assignments after each module to test your understanding.
Vizuara Course Certificate
Earn an official certificate, a credential for your career transition.
Global Community
Connect with learners from the US, India, Europe, and more.
Industry-Grade Projects
Build end-to-end projects across RAG, agents, CV, and more.
Learn from the Best
PhDs from MIT, IIT Madras, and Purdue who have conducted world-class bootcamps and workshops for learners around the globe.
MIT PhDDr. Sreedath Panat
Co-founder, Vizuara AI Labs
PhD from MIT, B.Tech from IIT Madras. 10+ years of research experience. Dr. Panat brings deep technical expertise from both academia and industry to make complex AI concepts accessible and practical.
MIT PhDDr. Raj Dandekar
Co-founder, Vizuara AI Labs
PhD from MIT, B.Tech from IIT Madras. Dr. Raj specializes in building LLMs from scratch, including DeepSeek-style architectures. His expertise spans AI agents, scientific machine learning, and end-to-end model development.

Build a DeepSeek Model (From Scratch)
By Dr. Raj Dandekar, Dr. Rajat Dandekar, Dr. Sreedath Panat & Naman Dwivedi
What Engineers Say About Our Teaching
Rated 4.92 out of 5 across 118 learner reviews, from engineers at companies like Walmart, Infosys and Zebra Technologies.
The curriculum has been extremely helpful, especially because it is rare to find such in-depth foundational coverage of computer vision in one place online. The course is thoughtfully structured, building strong fundamentals while equipping students with the skills and confidence to further explore the field and pursue independent research. I also thoroughly enjoyed the internal learning sessions with sreedath, as they were engaging. For me, the experience has been an eye-opener and has provided a clear, steady path to transition into vision at a comfortable and sustainable pace
I am thoroughly impressed and enlightened with the Gen AI fundamental course. I have done several courses but none of them explain the fundamentals of Gen AI at a 'molecular' level like this one. I am yet to watch all the videos but I have seen Vizuara's YouTube videos which attracted me to this course.
It is the best course I have come across on RAG. It helped me immensely to think of solutions for different industries. I love the fact that the course is rooted in foundational principles. And Dr. Raj explains everything very clearly. He also took the time to answer all questions in the chat, making sure everyone who attended was able to follow the whole course well.
I found out about vizuara through a cce course lecturer from iisc and this is my one stop destination if i am not sure with any ai, ml concept now. When i listen to any lecture i get so excited , happy to implement it completely myself at any time pf the day. It like the best lectures i listened to during my college. Every lecture there is a lot of research done by the instructor and it is very evident in the course content and sessions. Thank you so much for all these sessions, learning ai concepts has never been this fun.
I found the sessions both grounded and deeply engaging. The emphasis on first principles, reinforced with highly relevant use cases and structured coaching provided a clear and compelling understanding of agentic AI. It sparked a genuine enthusiasm in me to explore a wide range of tools and left me feeling curious and actively engaged. Thank you! Shanthi, Product Head, Ramco Aviation
In the corporate world, no one really enjoys working "overtime." Interestingly, most of your lectures extended beyond the scheduled time, yet I was pleasantly surprised to find my interest fully intact throughout. This is a true reflection of the quality of your teaching pedagog, something you consistently bring, not only in your workshops but also through your YouTube channel playlists.
Invest in Your Future
Everything you need to transition into AI/ML : one bundle, one price.
10-Course AI & ML Bundle
From math foundations to building LLMs, RAG systems, AI agents, and domain-specific applications. All in one place.
Save over ₹1,27,999 compared to buying courses individually
Self-paced. Lifetime access. Start learning today.
Check our full course library at courses.vizuara.ai
Frequently Asked Questions
Everything you need to know about the 10-course bundle.
Ready to Transform Your Career?
Go from complete beginner to a confident AI/ML engineer. 10 courses. 200+ hours. 3 levels of mastery. Your journey starts now.
