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Home / Roadmaps / Data Science & Machine Learning

Data Science & Machine Learning

Become a data scientist with ML expertise

Advanced
Difficulty
180h
Duration
8
Steps
Data Scientist
Target Role

About This Roadmap

Learn data analysis, visualization, machine learning algorithms, and deep learning using Python, NumPy, Pandas, and TensorFlow.

Ready to Start Your Learning Journey?

Enroll now to track your progress and earn certificates

Please login to enroll in this roadmap

Learning Path

Follow these steps to master Data Science & Machine Learning

1

Python for Data Science

Lesson Not Started

NumPy, Pandas, and data manipulation

Min Score: 30%
Importance:
View Resource
2

Data Visualization

Lesson Not Started

Create charts and graphs with Matplotlib and Seaborn

Min Score: 40%
Importance:
View Resource
3

Statistics & Probability

Lesson Not Started

Statistical foundations for data science

Min Score: 50%
Importance:
View Resource
4

Data Science Basics Quiz

Quiz Not Started

Test your data science fundamentals

Min Score: 60%
Importance:
Reward: Data Science Badge
5

Machine Learning Fundamentals

Lesson Not Started

Supervised and unsupervised learning algorithms

Min Score: 70%
Importance:
View Resource
6

Deep Learning with TensorFlow

Lesson Not Started

Neural networks and deep learning

Min Score: 80%
Importance:
View Resource
7

ML Quiz

Quiz Not Started

Test your machine learning knowledge

Min Score: 90%
Importance:
Reward: ML Badge
8

Data Science Project

Project Not Started

Build a complete ML pipeline

Min Score: 100%
Importance:
Reward: Data Scientist Certificate
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