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Name: Ayan Ghosh
Type: User
Name: Ayan Ghosh
Type: User
Learn System Design concepts and prepare for interviews using free resources.
A Graduate Level Three Week Bootcamp on AWS
Python -- NumPy -- Pandas -- Machine Learning -- Deep Learning
Includes Different Problem Use cases such as Text Analysis, Scraping Data, APIs, Sentiment Analysis
Testing out dbt-cloud trial.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
The code behind docs.getdbt.com
Some handy Notebooks with both Tensorflow code as well as useful bash commands to perform various tasks on Google Vertex AI or AI Platform
Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.
This repository is to store different Linear Optimization Problems using Gurobi Optimizer and CVXOPT in Python
Using techniques to handle Imbalanced Classification for the purpose of predicting home loan default risk,
Association Rule Mining Using Apriori and FPGrowth Algorithm. Calculating Support, Confidence, Lift, and Frequent sets
Solved SQL Problems
Daily Dose of Pandas Tips and Tricks
Practice your pandas skills!
In this repository, we have explored different ways of extracting text from PDF files using different packages like PyPDF2, pdfminer.six
This repo stores data wrangling notebooks using PySpark Dataframes and usage of PySpark SQL API.
Transformer models from BERT to GPT-4, environments from Hugging Face to OpenAI. Fine-tuning, training, and prompt engineering examples. A bonus section with ChatGPT, GPT-3.5-turbo, GPT-4, and DALL-E including jump starting GPT-4, speech-to-text, text-to-speech, text to image generation with DALL-E and more
Text Analytics on Venmo Transactions Data
Text analytics, social network analytics, and user spending profile analytics
In this repo, I explore different ways of obtaining data across third party data sources, cleaning and storing them for analytical processing. I also illustrate the different challenges and complexities of web scraping (having decent wait time, handling popups and exceptions) and nuances of handling them so that there is no adverse impact to the website servers.
This project aims to provide a user a list of rental listings that are customized on basis of distance (proximity), price and other factors. The data is sourced by Web Scraping the Zillow Website. Further Customization are based on Google's Geolocation APIs to calculate distance and another API to find the address corresponding to a Zip Code.
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 is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
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.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.