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deepalidagar/README.md

Deepali Dagar | Data Science Professional 

Data Science Master's student from the University of Chicago, with a strong foundation in machine learning, data engineering, and data visualization.

Tech Stacks

  • Languages: Python (NumPy, Scikit-Learn, Pandas, Pytorch, Keras, Tensorflow), SQL, PySpark, R
  • Data Visualization: Tableau, Power BI, Matplotlib, MS Excel
  • Big Data: Google Cloud Platform (GCP), AWS, Spark, Docker, Hadoop, Hive, MapReduce
  • Key Skills: Supervised and Unsupervised Machine Learning, Predictive Modeling, Data Modeling, Feature Engineering

Key Coursework

  • Machine Learning
  • Big Data and Cloud Computing
  • Generative AI
  • Data Structures and Algorithms
  • Python for Data Science
  • Statistics
  • Probability
  • Algorithmic Marketing
  • Discrete Mathematics
  • Linear Algebra
  • Calculus
  • Differential Equations
  • Algebra

Currently working on:

  • Gen AI audio to audio E-commerce chatbot

  • Computer vision-based distance estimation model for vehicles (Capstone)

Pinned Loading

  1. Spotify-song-popularity-prediction Spotify-song-popularity-prediction Public

    Jupyter Notebook 1

  2. Tag-recommendation Tag-recommendation Public

    Jupyter Notebook

  3. Credit-Risk-Analysis Credit-Risk-Analysis Public

    Built a model to determine the risk associated with extending credit to a borrower. Performed Univariate and Bivariate exploration using various methods such as pair-plot and heatmap to detect outl…

    Jupyter Notebook

  4. Style-Transfer-and-Fake-AI-image-detection Style-Transfer-and-Fake-AI-image-detection Public

    Jupyter Notebook

  5. Job-recommender- Job-recommender- Public

    Jupyter Notebook 1 1

  6. Optimal-Fertility-Rate Optimal-Fertility-Rate Public

    This report estimates India's optimal fertility rate by analyzing factors like death rates, migration patterns, and the current fertility rate. It aims to project future population trends, providin…

    Jupyter Notebook