The Minefield of
Data Science
Ajay Koli
Jai Bhim! 🙂
ajayk.nalanda@gmail.com
Minefield
when your model fails to generalize to real world data pic.twitter.com/aoJE9ZazqB
— 🔥Kareem Carr 🔥 (@kareem_carr) July 6, 2022
Cultivation of Mind
Education
Research
Data Science
Ideas
Questions
Curiosity
Why?
RESEARCH
Education: The way we learn
The printing press (1430s)
Women education (1850s)
Internet (1960s) & Personal computer (1970s)
War: The way we fight
Gunpowder (10th century)
The air-plane (1903)
Nuclear fission (1939)
Research Profiles
- Education:
Master’s Degree
PhD (Doctor of Philosophy)
- Work as:
- Research Analyst
- Research Assistant
- Research Associate
- Research Consultant
- Research Director
- Professor with Research
DATA SCIENCE
Data
Data Science
Data + Science + Tools
Data Science Tools
👩💻👨💻 Makers of data science tools: Software Engineers
👩💻👨💻 Users of data science tools: Data Analysts
👩💻👨💻 Makers + Users: Data Scientists1
Makers → Food ← Users
Makers → Apps ← Users
Programming Languages as Tools1
Data Science Profiles
- Education
- Computer Science
- Statistics
- Research
- Any degree
- Work as
- Data Analyst
- Data Engineer
- Data Scientist
- Data Consultant
Deep Learning Curve
😄 Thank you!
Please ask your questions
The Minefield of Data Science Ajay Koli