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30-days-of-ml-kaggle

Machine learning beginner to Kaggle competitor in 30 days. Non-coders welcome. The program starts Monday, August 2, and lasts four weeks. It's designed for people who want to learn machine learning.

amazon-pae

A comprehensive study of the product listing and product attribute extraction on Amazon India e-commerce website.

aqi-project

ask-multiple-pdfs

A Langchain app that allows you to chat with multiple PDFs

chat-with-mysql

GUI Python Application that allows you to chat with a MySQL database

chat-with-pdf-chatbot

This Chatbot is an interactive app developed to assist users to interact with their PDF. It is built using Open Source Stack. No OpenAI is required.

cs229-project

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-cheatsheet

ditto

Code for the paper "Deep Entity Matching with Pre-trained Language Models"

dlaicourse

Notebooks for learning deep learning

featureforge

A set of tools for creating and testing machine learning features, with a scikit-learn compatible API

free-certifications

A curated list of free courses & certifications.

get-things-done-with-prompt-engineering-and-langchain

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

iepy

Information Extraction in Python

intro-nlp-text-classification

A guided tour on NLP, introduction to basic techniques on machine learning for a text classification about tweets

large-language-models-for-personalised-product-search-and-recommendation

Recommendation and search system using large language models

largelanguagemodelsprojects

Large Language Model Projects

mlclass

Python code for Machine Learning course from Coursera

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

multipledocumentllama2bot

ner_youtube

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

product-attribute-extraction

Product Attributes Extraction in Indonesian e-Commerce Platform

product-classification

Classification of various products into different categories is a very important task. Doing this classification, one can get various types of insights about the specific product. This also helps in doing product matching when you try and search a product on a eCommerce site.

project-walkthroughs

Data science, machine learning, and web development project code for https://www.youtube.com/c/Dataquestio .

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

skdata

Data sets for machine learning in Python

sklearn-crfsuite

scikit-learn inspired API for CRFsuite

system-design-101

Explain complex systems using visuals and simple terms. Help you prepare for system design interviews.