Data Science: Case Studies

Modules

Training

Practice

Case Studies

Module 2: Data Visualization and Summarization

10

15

1. Crime Data

2. Depression & anxiety

3. Customer Demographic Data

Module 3: Data Preparation and Quality Check

5

10

3. Sales Target Fixing

4. Hyper Market Data

5. Customer Attitude

6. Continuation of Depression & anxiety

Module 4: Predictive & Estimation Models (Supervised earning)

15

20

7 .Samsung Dubai Sales Modeling

8. Credit Card Fraudulent

9. Cancer Prediction

Module 5: Advanced Big Data Analytics

10

10

10. Hadoop Data Clustering

11. Speed Dating  modeling

12. E-commerce Customer Sentiment  Analysis

Module 6: Data Mining (Machine Learning)

5

15

Above  6, 7, 8, 9, 10, 11, 12 Case studies repeat in Machine learning  tools

Capstone project 

0

30

Data to Decision Making

Total 

45 hours

100 hours