🎓 University Details

• University Name: Worcester Polytechnic Institute (WPI)
• Location: Worcester, MA, USA
• Duration: Aug 2023 - May 2025
• • Grade: 3.9 / 4.0

📘 Course Details

• Program: M.S. Data Science

🧠 Coursework

• Core Topics:
  • Deep Learning
  • Artificial Intelligence
  • Information Retrieval
  • Knowledge Discovery & Data Mining
  • Business Intelligence
  • Natural Language Processing
  • Statistics

📚 Courses Taken in Fall 2023

• Deep Learning
• Artificial Intelligence
• Information Retrieval
• Knowledge Discovery & Data Mining

📅 Courses Taken in Spring 2024

• Business Intelligence
• Natural Language Processing
• Statistics

🗂️ Repository Structure

A structured overview of the repository's contents to guide you through the code, documentation, and analysis.

• Fall_2023/
  • CS_534_AI/
    • assignments/
      • 1/
        • Sheroz_AI_534_Homework_Assignment_1.pdf
        • Sheroz_AI_534_Homework_Assignment_1.py
      • 2/
        • RomaniaCityApp.py
        • SimpleProblemSolvingAgent.py
      • 3/
        • TicTacToeClass.py
        • TicTacToeGameApp.py
      • 4/
        • Sheroz_AI_534_Homework_Assignment_P1/
          • 
          • 
          • 
          • 
          • 
          • 
          • 
          • 
          • 
          • 
          • MachineFailurePredictorPipeline.py
          • ai4i2020.csv
          • pb1_x_test.npy
          • pb1_x_train.npy
          • pb1_y_test.npy
          • pb1_y_train.npy
        • Sheroz_AI_534_Homework_Assignment_P2/
          • AlexNetPredictorPipeline.py
          • 
          • 
          • complete_mednode_dataset
          • melanoma.zip
          • naevus.zip
          • testset.zip
          • trainset.zip
  • CS_541_DL/
    • assignments/
      • 1/
        • HomeWork_1_Solution.pdf
        • Sheroz_DL_541_Homework_Assignment_1.pdf
      • 2/
        • HomeWork_2_Solution.pdf
        • Sheroz_DL_541_Homework_Assignment_2.pdf
      • 3/
        • HomeWork_3_Solution.pdf
        • Sheroz_DL_541_Homework_Assignment_3.pdf
      • 4/
        • HomeWork_4_Solution.zip
        • Sheroz_DL_541_Homework_Assignment_4.pdf
        • Sheroz_DL_541_Homework_Assignment_4.py
      • 5/
        • Sheroz_DL_541_Homework_Assignment_5.pdf
        • Sheroz_DL_541_Homework_Assignment_5.py
      • 6/
        • HomeWork_6_Solution.zip
        • Sheroz_DL_541_Homework_Assignment_6.pdf
        • Sheroz_DL_541_Homework_Assignment_6.py
    • reading/
      • 1.txt
      • 2.txt
      • 3.txt
      • 4.txt
  • CS_547_IR/
    • assignments/
      • 1/
        • Sheroz_IR_547_Homework_Assignment_1.py
      • 2/
        • Sheroz_IR_547_Homework_Assignment_2.pdf
        • Sheroz_IR_547_Homework_Assignment_2.py
      • 3/
        • Sheroz_IR_547_Homework_Assignment_3.py
      • 4/
        • Sheroz_IR_547_Homework_Assignment_4.ipynb
  • CS_548_KDDM/
    • assignments/
      • 1/
        • Sheroz_KDDM_548_Homework_Assignment_1.ipynb
        • Sheroz_KDDM_548_Homework_Assignment_1.pdf
• Spring_2024/
  • DS_502_STATS/
    • assignments/
      • 1/
        • Sheroz_STATS_502_Homework_Assignment_1.R
        • Sheroz_STATS_502_Homework_Assignment_1.pdf
      • 2/
        • Sheroz_STATS_502_Homework_Assignment_2.R
        • Sheroz_STATS_502_Homework_Assignment_2.pdf
      • 3/
        • Sheroz_STATS_502_Homework_Assignment_3.R
        • Sheroz_STATS_502_Homework_Assignment_3.pdf
      • 4/
        • Sheroz_STATS_502_Homework_Assignment_4.ipynb
        • Sheroz_STATS_502_Homework_Assignment_4.pdf
      • 5/
        • Sheroz_STATS_502_Homework_Assignment_5.ipynb
        • Sheroz_STATS_502_Homework_Assignment_5.pdf
  • DS_595_NLP/
    • assignments/
      • 1/
        • Detection_of_Online_Fake_News_Using_N-Gram_Analysis_and_Machine_Learning_Techniques.pdf
        • Sheroz_NLP_595_Homework_Assignment_1.ipynb
        • Sheroz_NLP_595_Homework_Assignment_1.pdf
        • Supervised_Learning_for_Fake_News_Detection.pdf
      • 2/
        • Sheroz_NLP_595_Homework_Assignment_2.ipynb
        • Sheroz_NLP_595_Homework_Assignment_2.pdf
        • Sheroz_NLP_595_Homework_Assignment_2_Summary.csv
      • 3/
        • Sheroz_NLP_595_Homework_Assignment_3.ipynb
        • Sheroz_NLP_595_Homework_Assignment_3.pdf
  • MIS_584_BI/
    • assignments/
      • 1/
        • Customers_Cleaned.csv
        • Customers_Cleaned.xlsx
        • Sheroz_MIS_584_Homework_Assignment_1.docx
        • Sheroz_MIS_584_Homework_Assignment_1.tflx
      • 2/
        • Dataset_Vending Machines.xlsx
        • Sheroz_MIS_584_Homework_Assignment_2.pdf
      • 3/
        • Sheroz_MIS_584_Homework_Assignment_3.pdf
        • Sheroz_MIS_584_Homework_Assignment_3.twbx
        • Video Games_Sales (2013-2018).xlsx
      • 4/
        • Sheroz_MIS_584_Homework_Assignment_4.pdf
        • Sheroz_MIS_584_Homework_Assignment_4.twbx
      • 5/
        • Sheroz_MIS_584_Homework_Assignment_5.pdf
        • Sheroz_MIS_584_Homework_Assignment_5.twbx
      • 6/
        • Dataset_HR Performance.xlsx
        • Sheroz_MIS_584_Homework_Assignment_6.pdf
        • Sheroz_MIS_584_Homework_Assignment_6.twbx
      • 7/
        • Sheroz_MIS_584_Homework_Assignment_7.pdf
        • Sheroz_MIS_584_Homework_Assignment_7.twbx
        • Wholesale customers.xlsx
      • 8/
        • Sheroz_MIS_584_Homework_Assignment_8.pdf
        • Sheroz_MIS_584_Homework_Assignment_8.xlsx
      • 9/
        • Sheroz_MIS_584_Homework_Assignment_9.pdf
        • Sheroz_MIS_584_Homework_Assignment_9.twbx
        • Sheroz_MIS_584_Homework_Assignment_9_R&D.twbx