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dataexploration

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This projects detect Anomalous Behavior through live CCTV camera feed to alert the police or local authority for faster response time. We are using Spatio Temporal AutoEncoder and more importantly three models from Keras ie; Convolutional 3D, Convolutional 2D LSTM and Convolutional 3D Transpose. 👮‍♂️👮‍♀️📹🔍🔫⚖

  • Updated Feb 9, 2021
  • Jupyter Notebook

"Predicting a Greener Future 🌾📊 Delve into the world of agriculture and data science with our Yield Prediction project. We harness machine learning and weather data to forecast crop yields accurately. Join us in cultivating smarter farming practices for a sustainable tomorrow."

  • Updated Aug 29, 2023
  • Jupyter Notebook

This notebook analyzes Nobel Prize data from 1901 to 2016, exploring factors such as gender, nationality, age, and repeat laureates. It examines trends and patterns, revealing insights about the Nobel Prize's evolution over time, including the dominance of the United States and the representation of women in different prize categories.

  • Updated Oct 24, 2023
  • Jupyter Notebook

Engaged in a collaborative effort with a company seeking to implement machine learning for forecasting purposes. Employed Time Series Analysis using data spanning 2019 to 2023, evaluating three distinct models. The model with the optimal error score was selected to project values for 2024.

  • Updated Feb 23, 2024
  • Jupyter Notebook

This project was a part of my tasks during my internship at Stir Research. The project consisted of various data exploratory analysis and data visualizations to be carried out on the given data by the company. 📈📉📊📋📚⚔🔬⚒🛠⚙⛏🔧

  • Updated Feb 23, 2021
  • Jupyter Notebook

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