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4) Python Data
Types & Utilities
3) Python
Basics
5) Python -
Production
Level
8) Statistics
Basics
9) Statistics
Advanced
10)
Probability
11) Machine
Learning
Fundamentals
12) Supervised
Machine
Learning Part 1
13) Supervised
Machine
Learning Part 2
14) Exploratory Data Analysis
and Data Preprocessing
[Feature Engineering] and
[Feature Selection]
23) Basic Natural
Language
Processing
24) Intermediate
Natural Language
Processing
25) Advanced
NLP
26) ML-Ops
27) SQL
28) Reinforcement
Learning
1) Introduction
to Data Science
2) Introduction
to Python
programming
6) Python Essential
Packages
7) Mathematics
Basics
15) Deep Learning Part 1 16) DL ANN
Project
17) Basics of
Image Processing
18) OpenCV
Framework
19) Deep
Learning Part 3
20) DL CNN
Project
22)Computer
vision Projects
21) Computer
vision
Algorithms
www.viharatech.com
@viharatech
DATA SCIENCE
ROADMAP

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Data Science Roadmap

  • 1. 4) Python Data Types & Utilities 3) Python Basics 5) Python - Production Level 8) Statistics Basics 9) Statistics Advanced 10) Probability 11) Machine Learning Fundamentals 12) Supervised Machine Learning Part 1 13) Supervised Machine Learning Part 2 14) Exploratory Data Analysis and Data Preprocessing [Feature Engineering] and [Feature Selection] 23) Basic Natural Language Processing 24) Intermediate Natural Language Processing 25) Advanced NLP 26) ML-Ops 27) SQL 28) Reinforcement Learning 1) Introduction to Data Science 2) Introduction to Python programming 6) Python Essential Packages 7) Mathematics Basics 15) Deep Learning Part 1 16) DL ANN Project 17) Basics of Image Processing 18) OpenCV Framework 19) Deep Learning Part 3 20) DL CNN Project 22)Computer vision Projects 21) Computer vision Algorithms www.viharatech.com @viharatech DATA SCIENCE ROADMAP