drc-code-space

Space for projects in data science, artificial intelligence, machine learning and big data analytics.

Collection of work that I have done in data analytics, artificial intelligence, machine learning applications.

Table of Contents:

1. Software Modelling and Design
2. Advanced Analytics with PySpark
3. Binary Classification with PySpark
4. Multiclass Classification with PySpark
5. Big Data Query with Hive
6. A Neural Network Implemented from Scratch
7. Prediction of side-effects of an experimental drug using a simple sequential network model
8. Handwriting image classification using a simple sequential network model
9. Evaluation of Classification Machine Learning Models in Network Intrusion Detection Systems (NIDS)
10. Optimisation models for efficient and high-accuracy image classification neural networks