Msongi

Air-BnB-Customer-Experience-improvement-and-Pricing-Analysis

This is a repo that contains a detailed EDA on AirBnB Seattle data that was listed on kaggle. It answers major questions about AirBnB listings, the trends, factors influencing prices of listings and metrics for improving customer experience

bank-statement-analysis

Extract useful insights from PDF Bank Statements(Indian Banks) using python automation

datasciencefolio

A portfolio template for datascientists using reactjs

Disaster-Response-Pipeline

This repo containsETL and Machine learning NLP Pipelines for Disaster Response. The pipelines are deployed in a flask web app

HR-Analytics-Descriptive-Predictive-and-Prescriptive-Analysis-of-Employee-Turnover

This repository contains data science projects and problems I have solved with the skills that I have acquired and those that I gain as I break into data science. From end to end skills like Feature engineering, Exploratory Data Analysis, Model tuning and deployment to specialized skills like ML Engineering, Advanced Data Visualizations.

Movie-Recommendation-System

This repo is a movie recommendation system built using movie data collected by Movietweetings

msongi.github.io

Data Science Portfolio

Optimising-Starbucks-rewards-program

This repo contains a business solution to the starbucks rewards problem of determining optimal target marketing for their offers.

Planned-Prevantative-Maintanance

Population-Segmentation-Using-SageMaker

This repository contains an implementation of Machine learning. Using Amazon SageMaker, US Population is segmented to answer some busines questions. PCA and Kmean clustering are used

Msongi/HR-Analytics-Descriptive-Predictive-and-Prescriptive-Analysis-of-Employee-Turnover

This repository contains data science projects and problems I have solved with the skills that I have acquired and those that I gain as I break into data science. From end to end skills like Feature engineering, Exploratory Data Analysis, Model tuning and deployment to specialized skills like ML Engineering, Advanced Data Visualizations.

Msongi/Air-BnB-Customer-Experience-improvement-and-Pricing-Analysis

This is a repo that contains a detailed EDA on AirBnB Seattle data that was listed on kaggle. It answers major questions about AirBnB listings, the trends, factors influencing prices of listings and metrics for improving customer experience

Msongi/bank-statement-analysis

Extract useful insights from PDF Bank Statements(Indian Banks) using python automation

Msongi/datasciencefolio

A portfolio template for datascientists using reactjs

Msongi/Disaster-Response-Pipeline

This repo containsETL and Machine learning NLP Pipelines for Disaster Response. The pipelines are deployed in a flask web app

Msongi/Movie-Recommendation-System

This repo is a movie recommendation system built using movie data collected by Movietweetings

Msongi/msongi.github.io

Data Science Portfolio

Msongi/Optimising-Starbucks-rewards-program

This repo contains a business solution to the starbucks rewards problem of determining optimal target marketing for their offers.

Msongi/Planned-Prevantative-Maintanance

Msongi/Population-Segmentation-Using-SageMaker

This repository contains an implementation of Machine learning. Using Amazon SageMaker, US Population is segmented to answer some busines questions. PCA and Kmean clustering are used

Msongi/Recommender-System-for-IBM-Watson-Studio

This is a recommender system built for the IBM Watson cloud community. It uses rank based and knowledge based recommendations to recommend articles to users.

Msongi/Sentiment-Analysis-Using-SageMaker

In this repo, I demonstrate my machine learning skills by using SageMaker to build a sentiment analysis model and show my web development skills by deploying the model to a web app

Msongi/StarBucks-Promotional-Strategy-Optimisation

Ths repo contains a solution to a StarBuckssimulated marketing problem. StarBuck seeking an optimisation strategy model to target best customers

Msongi/Text-Detection-using-Yolo-Algorithm-in-keras-tensorflow

Implemented the YOLO algorithm for scene text detection in keras-tensorflow (No object detection API used) The code can be tweaked to train for a different object detection task using YOLO.

Msongi/World-Bank-Data-Dashboard

This repository contains a data dashboard visualisation world bank data deployd on a web app using bootstrap, flask and plotly

Msongi/YOLO_v3_tutorial_from_scratch

Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"

Msongi/Generative_Deep_Learning_2nd_Edition

The official code repository for the second edition of the O'Reilly book Generative Deep Learning: Teaching Machines to Paint, Write, Compose and Play.

Msongi/social-analyzer

API, CLI, and Web App for analyzing and finding a person's profile in 1000 social media \ websites