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DATA SCIENCE, Sinda Bouchrit - Coggle Diagram
DATA SCIENCE
BIG DATA
Processing
Hadoop
Hive
Pig
mrjob
MapReduce
Map
Redue
Storage
Hbase
Accumulo(Apache)
HDFS
Servers
EC2
Google App Engine
Elastic
MACHINE LEARNING
Deep Learning
Generative adversarial networks
deep belief networks
Artifical neutral networks
Perception
Backpropagation
Unsupervised learning
Clustering
Anomaly detection
Supervised learning
Regression
Classification
Recomendation Systems
Collaborative filtering
Content-based filtering
Hybird systems
Math and statistics
Linear algebra
Multivariable calculus
Math analysis
Probability theory
Bayesian probability
Gaussian distribution
Classical statistics
Decision theory
Business intelligence
ETL
Transform
Load
Extract
Datawarehouse
Design approach
Bottom-up
Top-down
Characteristics
Time variant
Real time
Integrated
Types
Operated data stores (ODS)
Data Marts
Entreprise data warehouse
Uses
OLAP
OLTP
Tools
PowerBI
Google data studio
Data storages
NoSQL databases
Cassandra
Mongodb
Redis
Cloud databases
Amazon RDS
Google BigTable
Amazon DynamoDB
SQL databases
PostgreSQL
MySQL
SQLite
Cloud Storages
Amazon glacier
Amazon S3
Data visualization
Javascript based
Timeline.js
Chart.js
Maps
MapBox
Google maps API
OpenSteetMap
Programming languages based
SAS visual analytics
Excel
Python
Data Project Management
Data analytics
Marketing analysis
Financial analysis
Business administration
Data exploration
Visual analytics
Statistical analysis
Geospital analysis
Model visualization
Data Engineering
Data ingestion
Data cleaning
Search engines
Elastic Search
solr
Data scraping
Programming Languages
R
scala
Python
Matlab
Sinda Bouchrit