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machine-learning-project-walkthrough

An implementation of a complete machine learning solution in Python on a real-world dataset. This project is meant to demonstrate how all the steps of a machine learning pipeline come together to solve a problem!

machine-learning-with-python

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

markdown-cheatsheet

Markdown Cheatsheet for Github Readme.md

market-basket-analysis-instacart-3-million-data-spark-mllib-

Association mining for products using Spark and FP-Growth algorithm in Spark [PySpark, Databricks, Association Miming, Frequent Pattern Mining tree algorithm]

meditron

Meditron is a suite of open-source medical Large Language Models (LLMs).

ml-projects

Machine learning algorithms and projects

ml_process_course

Public repo for the 365 Data Science ML Process Course

mslearn-dp100

Lab files for Azure Machine Learning exercises

nabot

NaBot is a Rasa-based, smart medical chatbot. It can retrieve medicines and lab tests information for users just by chatting with it.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp-with-python

Scikit-Learn, NLTK, Spacy, Gensim, Textblob and more

nn-zero-to-hero

Neural Networks: Zero to Hero

notebooks

all notebooks to finetune llama2 and mixtral

nwpu-resisc45-and-uc-merced-land-use-classification

occupancygrid-predictions

Predicting Future Occupancy Grids in Dynamic Environment with Spatio-Temporal Learning

open-llms

📋 A list of open LLMs available for commercial use.

opencv_crash_course

OpenCV Crash Course

oracle_data_science

Oracle Data Science Bootcamp 2014

predicting-customer-delienquency-credit-default-analysis-

Using machine learning to predict credit delinquency [ Machine Learning, Exploratory Data Analysis, Python]

prompt-engineering-by-openai

In ChatGPT Prompt Engineering for Developers, you will learn how to use a large language model (LLM) to quickly build new and powerful applications.

python-training

Python training for business analysts and traders

quality-and-safety-for-llm-applications

Explore new metrics and best practices to monitor your LLM systems and ensure safety and quality

quivr

Your GenAI Second Brain 🧠 A personal productivity assistant (RAG) ⚡️🤖 Chat with your docs (PDF, CSV, ...) & apps using Langchain, GPT 3.5 / 4 turbo, Private, Anthropic, VertexAI, Ollama, LLMs, that you can share with users ! Local & Private alternative to OpenAI GPTs & ChatGPT powered by retrieval-augmented generation.

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

recommender-systems-in-python

Implemented recommender systems on a Kaggle's MovieLens 100k dataset in Python

reinforcement-learning-from-human-feedback

Embark on the "Reinforcement Learning from Human Feedback" course and align Large Language Models (LLMs) with human values.

resourcebank_cv_nlp_mlops_2022

This repository offers a goldmine of materials for students of computer vision, natural language processing, and machine learning operations.

risk-classification-and-loan-modeling-accelerator

Predictive analytics and machine learning is used in the Risk Classification and Loan Modeling accelerator to estimate the optimal loan size that the SBA will approve for a given applicant which enables lending partners to process loan applications and make data-driven lending decisions quickly.

sentiment-analysis-on-tweets

Conducted sentiment analysis using text mining to classify tweets into having a 'positive' or 'negative' sentiment