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aggregation

airbnb-geneva-data-analysis

building-projects

changecapture-e2e

This project shows how to capture changes from postgres database and stream them into kafka

cookiecutter-data-science

A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.

data-science-interviews

Data science interview questions and answers

data-science-ipython-notebooks

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

data-science-projects

Explore my diverse collection of projects showcasing machine learning, data analysis, and more. Organized by project, each directory contains code, datasets, documentation, and resources. Dive in, to discover insights and techniques in data science. Reach out for collaborations and feedback.

dimensionality-reduction

energy_price_prediction

esm

extended_version

fast-api-tutorial

gpt4all

gpt4all: open-source LLM chatbots that you can run anywhere

hmm

An implementation of the Viterbi Algorithm for training Hidden Markov models. This repo accompanies the video found here: https://www.youtube.com/watch?v=kqSzLo9fenk

jan

Jan is an open source alternative to ChatGPT that runs 100% offline on your computer

langchain-experiments

Building Apps with LLMs

llm-zoomcamp

LLM Zoomcamp - a free online course about building an AI bot that can answer questions about your knowledge base

llmzoomcamp

machine-learning-classification

machine-learning-recommendation-systems

machine-learning-regression-analysis

machine-learning-reinforcement-learning

mistral-src

Reference implementation of Mistral AI 7B v0.1 model.

modern-data-eng-dbt-databricks-azure

In this project, we setup and end to end data engineering using Apache Spark, Azure Databricks, Data Build Tool (DBT) using Azure as our cloud provider.

natural-language-processing

neural-networks-ann-cnn-rnn-

new-work

open-interpreter

A natural language interface for computers

plots