Top Ranked Data Science Institute in India, Classroom Plus Online Training | Reading Room | Boston Institute of Analytics

BIA^® Reading Room

1. Introduction to Data Science

2. Data Exploration and Visualization

3. Statistics and Probability

4. Machine Learning Algorithms

5. Supervised Learning Techniques

6. Unsupervised Learning Techniques

7. Feature Engineering and Selection

8. Model Evaluation and Validation

9. Deep Learning and Neural Networks

10. Natural Language Processing (NLP)

11. Time Series Analysis and Forecasting

12. Big Data Analytics and Processing

13. Data Wrangling and Preprocessing

14. Dimensionality Reduction Techniques

15. Ensemble Methods and Model Stacking

16. Recommender Systems

17. A/B Testing and Experimental Design

18. Data Ethics and Privacy

19. Data Science in Business and Industry

20. Case Studies and Real-World Project