Big Data Analytics

Introduction

1. Introduction [download]

2. Big data tools [download]

Research Methods

3. Research Methodology [download]

Hadoop

4. Big data platforms and tools [download] [download]

5. Hadoop [download]

6. Hadoop ecosystem [download]

Machine / Deep Learning

7. Deep Learning [download]

8. Getting started with Nueral Networks[download]

9. Introduction to scikit-learn [download]

10. Introduction to Tensorflow/ Keras [download]

11. Convolutional Neural Network [download]

Data Visualization

12. Graph Analytics [download]

13. Data visualization using python [download]

14. Introduction to D3.js [download]

15. Theory of data visualization [download]

16. Linked data [download]