H2O Gen AI Ecosystem Overview - Level 2
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Recommended experience
Recommended experience
What you'll learn
Comprehensive Understanding of GenAI Ecosystem.
Hands-On Proficiency in AI and ML Workflows.
Expertise in Fine-Tuning Language Models.
Evaluation and Optimization of Large Language Models.
Skills you'll gain
Tools you'll learn
Details to know
See how employees at top companies are mastering in-demand skills
There are 4 modules in this course
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.
What's included
2 videos
2 videos•Total 13 minutes
- Mastering GenAI LLMs: Hands-On Training Guide•4 minutes
- Understanding the Foundations of Large Language Models•9 minutes
What's included
2 videos
2 videos•Total 10 minutes
- Practical RAG Techniques: Interacting with Enterprise H2O GPTe•8 minutes
- GenAI AppStore: Your Gateway to Innovative Solutions•2 minutes
What's included
3 videos
3 videos•Total 34 minutes
- A Comprehensive Guide to Fine-Tuning Language Models•13 minutes
- Mastering Dataset Preparation: Techniques and Best Practices•12 minutes
- Mastering LLM Evaluation: Metrics and Methodologies•9 minutes
What's included
1 assignment
1 assignment•Total 15 minutes
- Ecosystem Overview - Level 2 Quiz•15 minutes
Instructor
Explore more from Machine Learning
Course
- Status: Preview
Course
- Status: Free Trial
Specialization
- Status: Free TrialH
H2O.ai
Course
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Frequently asked questions
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