Name: Pavan Singh
Type: User
Company: Sanlam Group
Bio: Data Scientist interested in Recommender Systems and Computer Vision. Currently working within Financial Services industry.
Twitter: notveryDalai
Location: Cape Town
Blog: pavansingh.co.za
Pavan Singh, a masters in advanced analytics candidate at the University of Cape Town. My research interests lie with text mining and natural language processing in general, as well as its intersection in Recommender Systems (RecSys) and their applications on consumer data. For more information see my portfolio.
| Languages |
|
| Data Science |
|
| Graphics |
|
airbnb-clustering-analysis
Applied several clustering algorithms (both HC and NHC) to assess AirBnB listings in the Cape Town region.
covid-19-shiny-app
customer-churn-prediction
A large statistical analysis into optimally generating a classification model to best predict customer churn.
customer-segmentation
Look to apply several different clustering algorithms to create customer segments using customer spending habits
masters-dissertation
Repository for MSc Adv Analytics Dissertation
matplotlib
A collection of resources and notebooks for working in and getting starting with matplotlib library in Python.
natural-language-processing
A collection of personal notebooks, learning resourcing scraped from various sources (cited appropriately) for learning introductory to intermediate level for Natural Language Processing (NLP) in Python and R programming.
pandas
A collection of resources and notebooks for working in and getting starting with pandas library in Python.
pavsingh7
pavsingh7.github.io
recommender-systems
A collection of scripts and notebooks with resources pertaining to all things RecSys
sona-president-classification
Using text from the SONA speeches from 1994 to 2022 as input to a artificial neural network classifier to predict president.
uct-dmp
A collection of documents outlining the process and data management protocols for masters dissertation.
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
