Masters in Data Science Program of Hafiz Muhammad Hassan - 1873829

Final Year Project based on Data Analytics

1. Analysis and Classification of 12 channel ECG signal using Edge Computing
2. Fultter App for Best Models

ALGORITHMIC METHODS OF DATA MINING AND LABORATORY

1. Homework - 1 - An analysis of Taxis in NYC.

2. Homework - 2 - Analysis of Airbnb property listings and the search engines requested.

3. Homework - 3 - Clustering and data mining on large data set.

4. Homework - 4 - Building Graph from dataset and rank the graph based on node ranking algorithm.

FUNDAMENTALS OF DATA SCIENCE AND LABORATORY

Course Final Project - Stacked regression technique using Lasso, Elastic and Kernel Ridge and Gradient Boosting and finding the house pricing.

STATISTICAL METHODS IN DATA SCIENCE AND LABORATORY 1

1. Homework - 1 - Probablity based excersizes

2. Homework - 2 - Stock, Dependency and Graphs

3. Homework - 3 - Open Bugs based assignment.

STATISTICAL METHODS IN DATA SCIENCE AND LABORATORY 2

1. Homework - 1 - Answered specific questions usig Bayesian analysis.

2. Homework - 2 - Using Dugong’s data answering specific questions.

Course Final Project - Fully Bayesian Analysis on FEV(forced expiratory volume) dataset.

CLOUD COMPUTING:

Course Final Project Report - Managing web application managed and scalable using AWS web services.

NEURAL NETWORKS FOR DATA SCIENCE APPLICATIONS

Course Final Project - Classifying dogs breeds using transfer learning technqiue and attacking/saving the model after training.

DATA PRIVACY AND SECURITY

Course Final Project - Decentralized application using etherium smart contracts for voting towards different candidates(GUI based on simple javascript and html)

BIG DATA FOR OFFICIAL STATISTICS

Project - Terrorist activities Around the World & Predicting death occurence in Terrorist attacks.

EARTH OBSERVATION DATA ANALYSIS

1. Homework - 1 - Remote Sensing of vegetation from MODIS.

2. Homework - 2 - Surafce Mapping from MSI Sentinel-2

3. Homework - 3 - Surface Detection from SAR sentinel-1

OPTIMIZATION METHODS FOR MACHINE LEARNING

1. Project - 1 - Answers to the questions given as Project

Training Camps attended SAS and ENEL