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The Ops Compendium
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The Ops Compendium
Definitions
ML & DL Compendium
MLOps
MLOps Intro
MLOps Teams
MLOps Literature
MLOps Course
MLOps Patterns
ML Experiment Management
ML Model Monitoring & Alerts
MLOps Tools
MLOps Deployment
Feature Stores & Feature Pipelines
Model Formats
AI As Data
MLOps Interview Questions
Software Patterns
ML Architecture
DataOps
SQL
Tools
Lakes & Warehouses
Database Modeling
Data Engineering
Data Pipelines
Data Strategy
Data Vision
Data Teams
Data Catalogs
Data Governance
Data Quality
Data Observability
Data Program Management
Data KPIs
Data Mesh
Data Contract
Data Product
Data Engineering Questions & Training
Data Patterns
Data Architecture
DevOps
DevOps Strategy
DevOps Tools
DevSecOps
Definitions
Tools
Concepts
Architecture
Problems
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Data Strategy
1.
(excellent)
how to get started
2.
Analytics 8(excellent)
1.
7 elements of data strategy
- you can deep dive into other articles
2.
7 tips for strong data infra
3.
step 2/5 how to develop it
3.
(very good)
research data strategy - for research orgs
4.
how to create an effective DS
- helps to ask the right questions on several topics
5.
(needed)
RACI matrix
by wikipedia
6.
How to build an actionable data strategy phdata.io
7.
two part article:
1.
how to create a data strategy for your org
2.
how to create a perfect data strategy
8.
a step by step guide
9.
why is your data strategy failing
10.
Become Data-Driven or Perish: Why your company needs a Data Strategy and not just more Data People
11.
create a data strategy
- a meta discussion
12.
data strategy for AI
13.
how to create a successful data strategy
14.
Definition taken from DAMA
, what is
data management
, and
intelligence
15.
Data Strategy: Good Data vs. Bad Data
16.
Data strategy in progress
17.
Series: Big data strategy,
Part 1
,
Part 2
,
Part 3
18.
Data before ML Strategy
19.
from a product POV
20.
Data Advantage Matrix
21.
create an effective strategy
22.
how to get started
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Last modified
7mo ago