Master the Art of Context Engineering for LLMs

“I had been the student of Raj for two courses, the Generative AI Fundamentals and also the Building LLM from Scratch. Personally, this journey was absolutely enlightening for me because of very unique pedagogy that Raj follows in his teaching style. First is his approach is absolutely no nonsense. He goes to the details of a working code and explains everybody on how actually the entire concept is working on grassroots. But at the same time, he has this beautiful ability to actually abstract things whenever required because these concepts are so complex and so deep that it's very easy to lose the track. A great hands-on experience, lot of practical sessions, and above all, a lot of focus on understanding and building things from scratch.”

“I recently participated in Vizuara's live courses, "Gen AI Fundamentals" and "Building LLM from Scratch," and was thoroughly impressed. Unlike self-paced YouTube learning, the live interactive sessions provided immediate clarification of doubts, vibrant discussions with peers, and engaging interactions with industry professionals deeply interested in generative AI and large language models. The course content, delivered by Dr. Raj, was exceptionally detailed, covering historical contexts, technical intricacies, and practical coding exercises. Dr. Raj's passion, dedication, and approachable teaching style ensured all participants could comfortably follow along, irrespective of their prior experience. I highly recommend this course to anyone eager to advance their knowledge in generative AI and LLMs.”

“I have recently completed GPT from scratch course with Vizuara. I really love the course. Especially the interaction between the instructor, Dr. Raj and the students. Explored the concepts in depth. Also the assignments. They helped me experiment and iterate and really understand how GPT works under the hood. If you are really serious about learning tokenization, attention mechanisms and transformers, this is the course for you. I highly recommend it.”

“This bootcamp was one of the most complete and intuition-building journeys I've taken in modern vision: starting from the CNN to transformer transition, then going deep into attention/embeddings, and all the way to ViTs/Swin, detection & segmentation (DETR/Mask2Former/SAM), VLMs (CLIP/BLIP/Flamingo), and multimodal LLMs. Huge credit to Sreedath Panat - rare combo of research-grade depth + crystal-clear teaching. The long-form, "code-along like a real class" style made the ideas stick.”

“Transformers for Vision was by far the longest and most rewarding bootcamp I have ever taken. One of the biggest highlights for me was going from just reading about transformers to actually implementing them from scratch. That hands-on process gave me insights I could never get from theory alone. The course didn't just show what works, it explained why it works. It was both challenging and genuinely fun. By the end, I felt confident navigating complex papers and building my own transformer-based models, which once felt far out of reach.”

“I thoroughly enjoyed this course and found it extremely valuable. I've always appreciated Sreedath's teaching style, he has a great ability to break down complex concepts into simple, easy to understand explanations. The hands on coding sessions that followed the theory were particularly helpful in strengthening my understanding and applying the concepts practically. I chose this course because while many professionals are focusing on RAG and GenAI concepts, I wanted to differentiate myself by learning something more specialized. Diving into Vision Transformers turned out to be a great decision, and this course exceeded my expectations. I would highly recommend this course to anyone who has an interest in Vision Transformers and wants to build strong foundational and practical knowledge in this area.”