Data Science and Machine Learning Platforms

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H2O.ai University

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1. Introduction and Project Planning

1.1 Data Science and Machine Learning Platforms 2024 Slides.pdf

1. Introduction to H2O.ais Data Science and Machine Learning Platform.mp4

05:43

2. Data Science Techniques

1. Data Science and Machine Learning Techniques.mp4

08:16

3. Model Consumption and Deployment

1. Model Consumption with H2O.ai Tools.mp4

04:11

2. Training and Deploying Standalone LLM + Guardrails.mp4

22:09

4. Advanced Topics in AI

1. Generative AI for Advanced RAG systems & AI Governance.mp4

16:55

5. Course Completion Quiz

1. Data Science and Machine Learning Platforms - Quiz.html

Description

Further Your Data Science Journey: Transforming Data Prep, Model Building, and Deployment with H2O's tools.

What You'll Learn?

Develop a solid foundation in planning data science projects, focusing on goal-setting, resource management, and effective tool selection.
Learn essential data preparation and visualization skills, enabling you to clean, transform, and explore data for meaningful insights.
Master model deployment techniques and learn how to integrate H2O tools to efficiently manage and monitor model performance in production.
Explore advanced generative AI capabilities and AI governance, applying these to complex tasks like RAG systems and model management.

Who is this for?

Data Scientists and Analysts.

AI and ML Engineers.

What You Need to Know?

Basic data science concepts

Interest in AI and Machine Learning

More details

Description
Master Data Science Workflows with H2O: From Prep to Deployment & Generative AI with Michelle Tanco and Jon Farland!
This course equips you with H2O's suite of cutting-edge tools, such as Driverless AI, H2O Actions, the Wave App, Gen AI AppStore, LLM DataStudio, H2O LLMStudio, Enterprise GPTe, h2oGPT, and Eval Studio.
In this comprehensive course, you will develop a thorough understanding of data preparation and visualization using H2O's intuitive tools, enabling you to efficiently clean, transform, and explore data to uncover actionable insights without the traditional complexities of data wrangling. Dive deep into automated machine learning mastery with Driverless AI, leveraging its automation capabilities to streamline model building processes, allowing you to focus on strategic analysis and solving complex problems effectively. Gain expertise in seamless model deployment techniques, ensuring that your models translate into impactful business outcomes with ease and efficiency.
Explore the best of what generative AI has to offer with Enterprise GPTe and H2OGPT, where you will delve into advanced tasks such as text generation, language translation, and creative content development, empowering you to innovate and excel in data science and business decision-making. Join us on this transformative journey to elevate your skills and harness the full potential of H2O's tools for driving data-driven insights and strategic business success.
Come aboard our dynamic course and elevate your data science skills!
Who this course is for:
Data Scientists and Analysts.
AI and ML Engineers.

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Machine Learning

H2O.ai University

Instructor's Courses

At H2O ai University, our mission is to deliver exceptional courses on state-of-the-art AI tools. These courses aim to support the H2O ai community in effectively using our tools and achieving certification success. We are committed to fostering a deep understanding and proficiency in AI, empowering our users to excel in their endeavors.

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