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ammarsidhu18/README.md

Hello friends 👋, I’m Ammar.

  • 🎓 I'm a fourth-year student at the University of Toronto double majoring in Applied Statistics & Geographic Information Systems (GIS) with a minor in Mathematics

  • 👀 I’m interested in the intersection of Spatial Data Science with Machine Learning Algorithms in GIS & Remote Sensing Analysis

  • 🌱 I’m currently learning how to leverage Python's Data Science stack to solve structured and unstructured data problems through coursework and self-study

  • 📈 Data Science Proficiences: Data Preprocessing, Data Visualization, Regression, Classification, Clustering, Deep Learning, & Web Scraping

  • 🌐 GIS & Remote Sensing Proficiences: Geoprocessing, Spatial Statistics, Cartographic Design, Georeferencing, Landcover Analysis, Time Series Analysis & Change Detection

  • 📭 If you'd like to contact me, feel free to message me on my email or linkedin

  • 📁 Check out my Portfolio Projects here - Portfolio

Technical Skills

I have experience in:

  • Data Analysis & Visualization - Python (NumPy, Pandas, Matplotlib, Seaborn, BeautifulSoup), R (Tidyverse, Terra), SQL (MySQL)
  • Machine Learning & Deep Learning - Sciki-Learn, TensorFlow, Keras,
  • GIS & Remote Sensing - ArcGIS Pro (ArcPy, ModelBuilder, Storymaps), Google Earth Engine (JavaScript), QGIS, ERDAS Imagine

Languages & Tools

Ammar Sidhu's GitHub Stats Mosed Used Languages

Pinned

  1. SalaryPrediction SalaryPrediction Public

    Employee Salary Prediction with Regression Models given Job Description.s

    Jupyter Notebook

  2. NuclearBombClassifier NuclearBombClassifier Public

    Developed a nuclear bomb deployment method classifier using machine learning on imbalanced data.

    Jupyter Notebook 1

  3. HeartDiseaseClassification HeartDiseaseClassification Public

    Binary Classification on Heart Disease Data from the Cleveland Database in the UCI Machine Learning Repository.

    Jupyter Notebook 1

  4. HamiltonHousePricePrediction HamiltonHousePricePrediction Public

    A comparison of Machine Learning and Spatial Regression for House Price Prediction.

    Jupyter Notebook 1

  5. BulldozerPricePredictor BulldozerPricePredictor Public

    Predicting the sale price of Bulldozers provided their attributes using Machine Learning.

    Jupyter Notebook