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Data strategy - Coggle Diagram
Data strategy
Insights
Text
NLP
Why?
Intention to buy
General feeling
Brand Loyalty
What?
Categorization
Clustering
Concept Extraction
Sentiment
Summary
Sentiment
Image :frame_with_picture:
Video :movie_camera:
Voice :speech_balloon:
Data mining
Initial Exploration
Model Building
Deployment
Business Experiments
Experimental design
A/B Testing
Analysis
Time Series :timer_clock:
Monte Carlo
Linear Programming
Max
Cohort
Group
Factor
Data Reduction
Marginal Importance
Neural Network
Deep Learning
Reinforcement Learning
Use Cases
Make decisions
Data Driven
Self-Service :fast_forward:
Single
Source of Trust
Data
Audits
Master Data :file_folder:
Management
Dashboards
Key Business Questions :check:
Answers :red_cross:
Steps :mans_shoe:
Strategy :goal_net:
Engage :boxing_glove:
Design
Phrase
Questions :question:
Open :wind_blowing_face: :check:
Close :door: :red_cross:
Focus
Present :alarm_clock:
Future :robot_face:
Actions :warning:
Keep
Short
Clear
2 more items...
Refine
By
Use
Know customers
Also
Small
Companies
Butcher :pig2:
Netflix
Production :movie_camera:
Success Rate : 80%
:vs:
35% on TV
Recommendations
Thumbnails
Post-Production
Pre-Production
Smarter
Services
Personalized
Offering
Give
Customer
More value
Easier
Better
Healthier
Predict
Needs
Products
Life easier
Better Products
Needs
Response
Quickly
Micro-moments
Revenue
Streams
Automate processes :robot_face:
Improve Meetings :office:
Take
Notes
Schedule
Enhance
Sales & Marketing
Improve
Customer Services
Product Development
Generative Design
Automate
Content Generation
Enhance
Manufacturing
Cobots
Refining
Recruitments
pymetrics
Monetize Data :heavy_dollar_sign:
Extra
Internal Value
Sell
To others
Cosmose
Infrastructure :bridge_at_night:
Collect
IoT
Sensors
Store
Process
Open Source
Python
R
Steps
Cleaning
Pre-Processing
Building
Analytical Model
Extracting
Conclusions
Cloudera
Hadoop
Communicate
Dashboards
Types
Strategic
Operational
Advices
1 Page
Critical KPIs
Easy to look
Software available
Journalist
Headline
Visual
Narrative
Softwares
Tableau
Dundas
IBM
Oracle
Qlik
Big Data SaaS
HP
HAVEN
IBM
Sourcing
Type
Structure
Unstructured
Semi
Picture :frame_with_picture:
Metadata
Structured
Origin
External
Internal
Bias
Mix
Data
Videos
Voices
Sensors
Smartphones
Metadata
Critical :warning:
Streaming Data
Realtime insights
Social Media
Finance
Personalization
Streaming Analytics
Maintenance
Healthcare
Retail
Energy
Free
World :world_map:
World Bank Open Data
IMF Data
Qlik Data Market
UN Comtrade Database
Financial Times Market Data
OpenCorporates
US :flag-us:
US National Center for Education Statistics
FBI Uniform Crime Reporting
Bureau of Justice
UK :flag-gb:
UK Data Archive
FiveThirtyEight
Polls
Political
Sport :football:
NASA Exoplanet Archive
CERN Open Data
GAFAM
Twitter
Instagram
Google Trends
Google Scholar
Microsoft
Marco
Q&A
Azure Data Market
eBay Market Insights
ML / AI
IMDB Datasets
OpenLibrary
Labeled Faces in the Wild
Machine Learning Dataset Repository
Natural History Museum Data Portal
One Million Audio Cover Images
Glassdoor
Complete Public Reddit Comments Corpus
Skills :silhouettes:
Data Scientist
Data
Programming
Business
Statistics
Creativity
Analytical
Grow
Learn
Outsource :question:
Knowledge transfer
Define
Use Cases
Goals :goal_net:
KPIs
Owner
Customers :silhouette:
Required Data :open_file_folder:
Governance
Technology
Infrastructure
Skills
Change Management
Execution
Failure :warning:
Step by Step
Monitoring
Communication
Between entities
Team People
Specialized skills