Data Science Practice Courses

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Learn Data Science with this comprehensive learning path designed for beginners. These Data Science Courses provide a structured roadmap for exploring data analysis and interpretation. Master essential concepts and tools through hands-on, non-video lessons and practical exercises in an interactive playground, strengthening skills in statistical analysis, machine learning, and data visualization.

Explore Courses on LabEx

Index	Course	Difficulty	Repository	Practice
01	100 Pandas Exercises	Beginner	Repo	Start Lab
02	Pandas for Beginners	Beginner	Repo	Start Lab
03	Supervised Learning: Regression	Beginner	Repo	Start Lab
04	NumPy for Beginners	Beginner	Repo	Start Lab
05	100 NumPy Exercises	Beginner	Repo	Start Lab
06	Scikit-learn for Beginners	Beginner	Repo	Start Lab
07	Matplotlib for Beginners	Beginner	Repo	Start Lab
08	Pandas Practice Challenges	Beginner	Repo	Start Lab
09	NumPy Practice Challenges	Beginner	Repo	Start Lab
10	Quick Start with TensorFlow	Beginner	Repo	Start Lab
11	Supervised Learning: Classification	Beginner	Repo	Start Lab
12	Foundations of Deep Learning	Beginner	Repo	Start Lab
13	Unsupervised Learning: Clustering	Beginner	Repo	Start Lab
14	Quick Start with Hadoop	Beginner	Repo	Start Lab
15	Seaborn Data Visualization Basics	Beginner	Repo	Start Lab
16	Sklearn Practice Challenges	Beginner	Repo	Start Lab
17	Hadoop Practice Labs	Beginner	Repo	Start Lab
18	Hadoop Practice Challenges	Beginner	Repo	Start Lab

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