Data Science and Machine Learning Platforms (2024) Slides

Welcome to the Data Science and Machine Learning Platforms (2024) - Presentation Slides!

In this curated collection of slides, we explore H2O.ai’s cutting-edge suite of tools designed to empower data scientists, engineers, and AI practitioners

Make sure to follow alongside the Course through H2O.ai University:
https://h2o.ai/university/courses/data-science-and-machine-learning-platforms/

These tools enable streamlined workflows, enhance productivity, and drive impactful business outcomes.

1. H2O.ai Confidential
Plan Projects
Explore, Visualize, Prepare Data
Core Data Science

2. H2O.ai Confidential
Plan Projects and Explore, Visualize, Prepare Data
Core Data Science
H2O Feature Store
Project Creation
Find and request access to existing
projects with H2O Features Store. Create
and manage your own data science
projects.

H2O NotebookLabs
Data Preparation
Manage feature pipelines with the Feature
Store UI or easily use an API with managed
notebooks in H2O NotebookLabs.

Driverless AI
Data Visualization
Quickly visualize and understand your data
with Driverless AI, with quick edits and data
recipes for further prep.

3. H2O.ai Confidential
Data Science and Machine
Learning Techniques
Core Data Science

4. H2O.ai Confidential
Data Science and Machine Learning Techniques
Core Data Science
Driverless AI
AutoML
Automatically build tabular and time-series
models with Driverlss AI.

Driverless AI
Machine Learning Interpretability
Understand how a model makes decisions
with advanced capabilities and
business-friendly visuals.

H2O Functions
Chat for Data Science
Solve data science problems in an
interactive and chat-based way.

5. H2O.ai Confidential
Deep Learning
Core Data Science

6. H2O.ai Confidential
Deep Learning
Core Data Science
Label Genie
Data Labeling
Get help labeling data with H2O Label Genie.


Hydrogen Torch
Deep Learning
Create state-of-the-art models with no code in Hydrogen
Torch.

7. H2O.ai Confidential
Model Consumption
Core Data Science

8. H2O.ai Confidential
Model Consumption
Core Data Science
H2O Wave
AI Apps & Chatbots
Build custom UIs for web browser with python to allow all users
to consume your models.

AI App Store
Deploy Apps
Easily deploy and manage your applications

9. H2O.ai Confidential
Training and Deploying Standalone
LLM + Guardrails
Machine Learning Engineering

10. H2O.ai Confidential
Training and Deploying Standalone LLM + Guardrails
Machine Learning Engineering
H2O Data Studio
Data Preparation
Create curated data pipelines
for Generative AI applications
with H2O Data Studio

H2O LLM Studio
Model Fine Tuning
Fine tune pretrained models
on your prepared data using a
low-code UI

H2O ML Ops
Deploy LLMs
Leverage auto scaling to
deploy LLMs

Gen AI Guardrails
Apply Guardrails
Quickly build custom AI
applications tailor made for a
given use case

11. H2O.ai Confidential
Generative AI for
Advanced RAG Systems
and AI Governance

12. H2O.ai Confidential
Advanced RAG systems and AI Governance
Machine Learning Engineering
H2O ML Ops
Deploy LLMs
Leverage auto scaling to
deploy LLMs

Enterprise h2oGPT - UI
Foundational Gen AI
Connect your private data to
be indexed and stored in
VectorDB.

Enterprise h2oGPT - API
Foundational Gen AI
Use APIs for building AI
applications, agents, or
virtually any downstream
applications

H2O Eval Studio
Consume Generative AI
Quickly build custom AI
applications tailor made for a
given use case