Hello, I'm Aditya Kumar Sethia

Data Science | AI | ML Enthusiast

Aspiring Data Scientist from India, passionate about DS/AI/ML. Also interested to explore implementation of AI in Cybersecurity and Finance. Making AI feasible in embedded systems via Low-Level language implementation of AI.

About Me

I am passionate about AI in Finance, solving real-world problems & exploring Cybersecurity in AI.

  • Languages: Python, C, Java, HTML/CSS, JavaScript
  • EDA: Data Cleaning, Preparation, Visualization, FeatureEngineering
  • Soft Skills: Teamwork, Problem-Solving, Time Mgmt, Critical Thinking
  • DataBase Management System: MySQL

Projects

Data Cleaning, Preparation and EDA on some datasets

  • DataSets: RedWine(1600 samples, 12 features), FlightPrice(10K samples, 10 features), Google PlayStore Data (11K samples, 20 features)
  • Performed Cleaning,Transforming and Wrangling on the dataset ,encoded it to relevant formats.
  • Finally Performed EDA.
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Basic Regression Model Implementation using sklearn(scikit-learn)

  • Models : Simple Linear, Multiple Linear, and Polynomial
  • Improved Performance by using regularization techniques like: L2,L1,ElasticNet
  • Model Validation was done by Cross-Validation Techniques, Basic Hyperparameter tuning for further optimization.
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Contact Me