Begin with Data Scientist

•

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Narong Intiruk

- What is Data Science? - What does Data Scientist do? - How to become a Data Scientist? - Opportunity

Data & Analytics

Topics
• What is data science?
• What does data scientist do?
• How to become a data scientist? 
• Opportunity

What is data science?
How much data
is generated
every minute?

What is data science?
Human-Generated
Data

What is data science?
Data
Data Science Process
Knowledge/Product

What is data science?
Data Science
• Statistic
• Math
• ……
• Software engineer
• social
• heath care
• ﬁnance
• ….
Knowledge/Product
• Fraud detection
• Product Recommendation
• Frequency common purchase product
• Inﬂuencer customer
• ……

What does data scientist do?
Data Scientist
Data Scientist
Data Scientist

What does data scientist do?
Types of Data Scientist

What does data scientist do?
https://en.wikipedia.org/wiki/Data_science

What does data scientist do?
Data Collection

What does data scientist do?
Processing and Cleansing
Make it ready for
analysis process

What does data scientist do?
Data Exploration

What does data scientist do?
The 5 questions data science answers
https://www.youtube.com/watch?v=0XyV91VYrDs

What does data scientist do?
Visualize and Communicate

What does data scientist do?
Fraud Detection
Build Data Product
Recommender System
Social Listening

What is Machine Learning?
“Field of study that gives computers the ability to learn  
without being explicitly programmed”
- Arthur Samuel, 1959

How is Machine Learning different from traditional
programming?

How is Machine Learning different from traditional
programming?
if (eyes == 2) & (legs == 4) & (tail == 1)… then
print “Cat”
“ Cat ”
Traditional programming
Input
Program
Computer
Output
- eyes
- legs
- tail
- …..
- …..

How is Machine Learning different from traditional
programming?
“ Cat ”
Machine Learning
Input
Program
Computer
Output
Cat Recognition
- eyes
- legs
- tail
- …..
- …..

How does it work?
Feature
Extraction
Learning
Algorithm
Evaluation
Optimization
Data
Model
Error
Predicted Value = f(X)
We need f that Predicted Value close to True Value
(X)
(f)
Learning Process
Parameters

How to become a data scientist?
Data Role Options

How to become a data scientist?
http://101.datascience.community/wp-content/uploads/2016/11/data-science-engineer-software.png

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