Data Science Road Map
- Python & R Programming and Logic Build skill
- Data Structure & Algorithms
- Statistics & Maths
- Machine Learning
- Deep Learning
- Natural Language Processing
- Computer Vision
- Big Data and PySpark
- Data Visualization with tools
- Data wrangling
- Data Manipulation analysis
- Software engineering
- Model development
- Data mining
- AI/MLOPS
- Cloud
- Data Architecture
- Database programming skills
1. Python & R Programming and Logic Build skill
- Python basics, Variables, Operators, Conditional Statements
- List and Strings
- While Loop, Nested Loops, Loop Else
- For Loop, Break, and Continue statements
- Functions, Return Statement, Recursion
- Dictionary, Tuple, Set
- File Handling, Exception Handling
- Object-Oriented Programming
- Modules and Packages
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