Data Science

Math|Statistics|Python|Pythonlib|ML|DL

Discover data science skills for analyzing data, generating insights, and making informed decisions

Created By edAtoZ Beetles Club

Detailed Data Science Course
Hands-on Practice
100+ Exercises
One-to-One Classes
Group Classes
E-Certificate

Course Content

1. Introduction to Data Science1 Lectures
2. Python for Data Science20 Lectures - 25 Practice Session
3. Essential Python Libraries for Data Science20 Lectures - 25 Practice Session
4. Data Collection and Cleaning3 Lectures - 2 Practice Session
5. Exploratory Data Analysis (EDA)2 Lectures - 1 Practice Session
6. Statistical Analysis and Hypothesis Testing10 Lectures - 10 Practice Session
7. Data Visualization Techniques8 Lectures - 8 Practice Session
8. Machine Learning Algorithms2 Lectures - 1 Practice Session
9. Supervised Learning (Regression, Classification)15 Lectures - 9 Practice Session
10. Unsupervised Learning (Clustering, Dimensionality Reduction)9 Lectures - 15 Practice Session
11. Deep Learning Fundamentals5 Lectures - 3 Practice Session
12. Neural Networks and Advanced Deep Learning Models30 Lectures - 30 Practice Session
13. Data Science Project3-6 Months