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A-TALE-OF-THREE-CITIES

microsoft / A-TALE-OF-THREE-CITIES

Star 86

Analyzing the safety (311) dataset published by Azure Open Datasets for Chicago, Boston and New York City using SparkR, SParkSQL, Azure Databricks, visualization using ggplot2 and leaflet. Focus is on descriptive analytics, visualization, clustering, time series forecasting and anomaly detection.

visualization data r azure leaflet geospatial opendata eda sparksql workshop-materials sparkr anomalydiscovery time-series-analysis anomaly-detection databricks-notebooks timeseries-forecasting azure-databricks datascience-machinelearning aiforsocialgood 311-data
  • Updated May 3, 2021
  • R

simranjeet97 / LLM-RAG_Finance_UseCases

Star 44

This Repository contains the real life use cases of GenAI (LLM+RAG) in Finance Domain. I covers many projects use cases with theory and projects.

python finance data risk-analysis financial-analysis fraud-detection datascience-machinelearning huggingface huggingface-transformers large-language-models llm llm-finance llm-rag-finance portfolio-analysis-llm fraud-detection-llm data-augmentation-llm
  • Updated Aug 28, 2024
  • Jupyter Notebook

mohd-faizy / CAREER-TRACK-Data-Scientist-with-Python

Star 11

This Repo contains tools that allow us to import, clean, manipulate, and visualize data β€”Includes Python libraries, like pandas, NumPy, Matplotlib, and many more to work with real-world datasets to learn the statistical and machine learning techniques.

python data-science machine-learning numpy scikit-learn machine-learning-algorithms pandas data-visualization seaborn decision-trees statistical hypothesis hypothesis-testing nlp-machine-learning datascientist datasciencecoursera datascientisttraining datascience-machinelearning
  • Updated Jul 7, 2024
  • Jupyter Notebook

simranjeet97 / Learn_RAG_from_Scratch_LLM

Star 6

Learn Retrieval-Augmented Generation (RAG) from Scratch using LLMs from Hugging Face and Langchain or Python

artificial-intelligence rag datascience-machinelearning generative-ai llm-training retrieval-augmented-generation rag-model llm-framework llm-apps llm-evaluation genai-usecase rag-implementation rag-evaluation rag-embeddings rag-pipeline rag-llm rag-chatbot rag-application genai-domain
  • Updated Jan 20, 2025
  • Jupyter Notebook

Hazrat-Ali9 / Data-Scientist

Star 5

πŸš‚ Data πŸšƒ Scientist πŸš‹ is a curated πŸš‘ end to end πŸš’ showcasing 🚞 real world ✈ data science πŸš€ projects πŸ›Έ machine 🚁 learning 🚟 models and β›΄ data πŸ›³ engineering πŸ›Έ workflows 🚀 From data πŸ›Ό wrangling to πŸš’ deployment this 🚝 repo is proof β˜‚ of work and β›± personal πŸ›‘ lab everything 🎳 data driven ⚽ Classification ⚾ regression πŸ₯Ž clustering NLP

python data data-visualization scientific scientists datascientist datascience-machinelearning
  • Updated Jul 18, 2025

alairdata / CO2-Emissions-Prediction-Model

Star 5

This project uses supervised machine learning techniques with multiple regression models to predict CO2 emissions in Canada, it includes data cleaning, encoding, analyzing and visualization to identify patterns, resulting in a model that can make accurate predictions.

artificial-intelligence datascience machinelearning regression-models machinelearningprojects machinelearningalgorithms datascience-machinelearning modelselection
  • Updated Mar 13, 2023
  • Jupyter Notebook

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