The repository contains data analysis, predictive analytics, computer vision, NLP, and A/B testing projects developed through self-directed learning.

Data Analytics

• Exploring Major Cities Health Indicators
• Airline Tweet Analysis to discover negative opinions of passengers towards service improvement
• Simple Tweeter Data Analysis
• Exploratory Data Analysis for Predicting Eurropean Soccer Data

Natural Language Processing

• Amharic Word Embedding
• Text pre-processing for Amharic
• Augmenting the GRU part-of-speech tagger with sub-words: Amharic Neural Postagger
• PosTagger for Wolaita Language
• Amharic-English Neural Machine Translation
• Deep Learning for Text classification - CNN, RNN, BERT

  Transfer Learning for NLP

• [Universal Encoders: ELMO and Google Universal Encoders]
• Fine-tunning with transformers: Text Classification(XLNet, BERT, ROBERTa, XLM)

Classification: Predictive Analysis

• [Mobile Money and Financial Inclusion in Tanzania Challenge]

Regression: Predictive Analysis

• [Flight Delay Prediction Challenge]
• [Fraud Detection in Electricity and Gas Consumption Challenge]
• Working with English Premier League Seasonal Data: Predicting winning team

A/B Testing Projects

• Udacity Hypothesis Testing project
• ML for hypothesis testing

Computer Vision Projects

• Amharic Character recoginition
• Malaria Microscopic cell pathogenic object detection
• ICLR Workshop Challenge #1: CGIAR Computer Vision for Crop Disease