Technology
Data Science Fundamentals
Dive into the world of data. Learn Python, statistics, and machine learning to extract insights from complex datasets.
10 Weeks
4.7 Rating
10 Modules
Beginner to Advanced
Course Curriculum
1
Introduction to Python
Variables, loops, functions, and data structures.
2
Data Manipulation with Pandas
Cleaning, filtering, and grouping datasets.
3
Mathematical Foundations
Statistics, probability, and linear algebra basics.
4
Data Visualization
Creating impactful charts using Matplotlib and Seaborn.
5
Exploratory Data Analysis (EDA)
Finding patterns, anomalies, and insights in raw data.
6
Introduction to Machine Learning
Supervised vs Unsupervised learning concepts.
7
Regression Models
Linear and logistic regression implementations.
8
Classification Algorithms
Decision trees, random forests, and SVMs.
9
Model Evaluation
Cross-validation, precision, recall, and F1 scores.
10
Capstone: Predictive Modeling
Building an end-to-end predictive model on real-world data.
₹24,999
One-time payment. Lifetime access.
30-Day Money-Back Guarantee
This course includes:
- 40+ Hours of On-Demand Video
- Premium Downloadable Resources
- Official Certification of Completion
- 1-on-1 Mentor Support