Couler Project

Unified Interface for Constructing and Managing Workflows on different workflow engines, such as @argoproj.

[Couler Project @CoulerProject]

We are now included in @LFAI_Foundation and @CloudNativefdn landscapes!

LF AI Landscape
https://t.co/YYWHyHCm6i

CNCF Cloud Native Landscape
https://t.co/3mTGsl3ZJG

[Yuan (Terry) Tang @TerryTangYuan]

📚 Distributed Machine Learning Patterns is now available to order in your favorite websites! Get your copies today!

- Amazon: https://t.co/rLCAnZZNKr
- Barnes & Noble: https://t.co/LPeyUYsoAc
- Powell’s: https://t.co/V6hpf9snRU
- Bookshop: https://t.co/aOn6fugQ32
- Manning: https://t.co/JH4mG6v4oZ

🎯 Table of Contents:

PART 1: BASIC CONCEPTS AND BACKGROUND
1 Introduction to distributed machine learning systems

PART 2: PATTERNS OF DISTRIBUTED MACHINE LEARNING SYSTEMS
2 Data ingestion patterns
3 Distributed training patterns
4 Model serving patterns
5 Workflow patterns
6 Operation patterns

PART 3: BUILDING A DISTRIBUTED MACHINE LEARNING WORKFLOW
7 Project overview and system architecture
8 Overview of relevant technologies
9 A complete implementation