abinabrahamjohn

Config files for my GitHub profile.

azure-mlops

big-data-on-google-cloud

Parallelizing speed tests using Apache Spark on GCP, Tensorflow Data Records and Machine learning using Google AI

big-data-projects

Detecting spam using Apache Spark and Deploying jobs on GCP and Google AI Platform- distributed training

clean-code-ml

:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series 😎 https://bit.ly/2yGDyqT

credit-risk-modelling-and-classification-of-credit-card-defaults

Comparison of Machine learning algorithms - Naive Bayes and Random Forest

customer-churn-prediction

Prediction of customer churn and data analysis

data-testing-tutorial

A short tutorial for data scientists on how to write tests for code + data.

deeplearning-template

deploymlmodel-flask

This is a simple project to elaborate how to deploy a Machine Learning model using Flask API.

diabetes-prediction-using-deep-learning

Comparison of performance of deep learning algorithms

face-api

Face detection API for python

facerecognition

In this project, we develop a computer vision system to detect and identify individuals using a database of known face images.

facial-recognition-end-to-end-computer-vision

Data preparation, pre-processing, augmentation, face detection using - Viola jones, MTCNN, feature extraction using HOG, SURF, classification using machinelearning and deep learning algorithms

fastapi-ml-experiment

fastapi-template

financial-planning-python

Experiments in Financial Planning using Python - Portfolio optimisation, stock prediction, analysis

hackathons

Analytics Vidhya Janatha Hackathon

iris-dataset-python-notebook-solution

kaggle

Solutions to Kaggle Contests

london-housing-prices---visualization-and-regression

Visual analytics on London Housing Prices

machine-learning-engineering-for-production-public

Public repo for DeepLearning.AI MLEP Specialization

mmbazel

nlp_mini_projects

p2p-loans-credit-risk-and-default-prediction

We analyse unsecured peer to peer lending data with credit history, financial, historical and loan request application information at Lending Club, to study patterns characterizing borrower behaviour on the platform following the data science process. We specifically focus our attention on credit risk and identifying the key drivers behind the default of a loan. Subsequently, we build a model to inspect the most important factors using classification algorithms and dimensionality reduction techniques

pyspark-example-project

Example project implementing best practices for PySpark ETL jobs and applications.

python-collab-template

🛠 Python project template with unit tests, code coverage, linting, type checking, Makefile wrapper, and GitHub Actions.

reinforcement-learning--q-learning-and-deep-q-networks

Training agent using Q learning to identify shortest path in a transport network and Training agent to solve Lunar Lander environment from Open AI using Deep Q, Deep Q with fixed target, Duelling algorithms

social-distancing-analyser-covid-19

A social distancing analyzer AI tool to regulate social distancing protocol using video surveillance of CCTV cameras and drones. Social Distancing Analyser to prevent COVID19

speech-recognition

This repository contains the code for the speech recognition in python