
Embark on a hands-on genai llm training covering the entire llm life cycle, from RAG and data prep to fine-tuning and building genai apps with H2O Wave.
Explore the foundations of large language models, covering LLMs, RAG, and prompt engineering, and learn how to prepare data, fine-tune, and deploy GenAI apps with guardrails.
Master hands-on rag techniques with H2O GPTe by uploading documents, pre-processing them, and querying a collection to summarize papers and generate LinkedIn posts.
Explore GenAI app ideas with freely accessible GenAI Cloud resources at genai.h2o.ai. Log in with Google or GitHub, preview apps like Call Center GPT, and explore Wave.
Explore practical fine-tuning of language models from small bert-based tasks to large llms using Hugging Face trainer and LLM Studio no-code tooling, with dataset preparation, tokenization, and evaluation insights.
Build a Python data-prep pipeline for NLP tasks, applying profanity filtering and Flesh-Kincaid filtering, and use Data Studio and H2O GPT to curate and augment QA-ready datasets for LLM evaluation.
Programmatically evaluate large language models using blue score and Rouge metrics, then use an AI judge for AB testing to compare Lama 13 billion and Vicuna 13 billion.
Expand your understanding of H2O's GenAI platform with the Ecosystem Overview - Level 2 course, presented by H2O's very own Sanyam Bhutani! This course provides an in-depth comprehensive exploration of the tools, applications, and methodologies tailored for artificial intelligence (AI) and machine learning (ML) within the H2O ecosystem. You will delve deeper into efficient data preparation techniques, advanced model training, deployment strategies, and real-time monitoring solutions, covering the full spectrum of all the capabilities available.
Through engaging modules, you will soon master the art of harnessing H2O's cutting-edge technologies to streamline workflows and optimize artificial intelligence (AI) and machine learning (ML) processes. Whether you are new to the field of AI and ML or an experienced practitioner, this course equips you with essential skills to leverage the GenAI ecosystem effectively. Sanyam Bhutani, with his extensive expertise as a Kaggle Grand Master, ensures the content is both informative and practical, enriching your learning experience.
Join us to unlock the full potential of H2O's GenAI platform and propel your artificial intelligence and machine learning projects to new heights! Enroll today and gain invaluable insights that will enhance your proficiency in utilizing these powerful tools for creating and deploying advanced AI and ML solutions.