Data Science Online Course (Recorded)
Learn Data Science at your own pace — 6 modules, 78+ lessons, notes, projects and a certificate.
6 modules 78 lessons 35+ hours Certificate
Data Science course curriculum
Module 1: Python & Programming15 lessons
Python basicsFree preview
Data structures19 min
Functions & OOP26 min
NumPy33 min
Pandas40 min
Module 2: Statistics & Probability12 lessons
Descriptive statistics17 min
Probability distributions24 min
Hypothesis testing31 min
A/B testing38 min
Module 3: Data Wrangling & EDA12 lessons
Missing values22 min
Feature engineering29 min
Matplotlib & Seaborn36 min
EDA case study13 min
Module 4: Machine Learning15 lessons
Regression27 min
Classification34 min
Trees & XGBoost41 min
Clustering18 min
Model evaluation25 min
Module 5: Deep Learning & NLP12 lessons
Neural networks32 min
CNNs39 min
RNNs & Transformers16 min
Text processing23 min
Module 6: Deployment & Capstone12 lessons
FastAPI37 min
Docker basics14 min
MLflow21 min
Capstone project28 min
Projects you will build
- Customer churn prediction with SHAP explanations
- Movie recommendation system
Prefer classroom training in Noida? See the Data Science classroom course.
₹5,999₹11,99950% off
- Lifetime access to all recordings
- Notes, code & assignments
- Certificate of completion
- Doubt forum access
- Watch on mobile & laptop
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