📚 Post Graduate Certificate Program in Applied Data Science and AI

E&ICT IIT Roorkee - February Batch

Welcome to my coding space! This repository contains all the exercises and assignments from the PG Certification Course in Applied Data Science and Artificial Intelligence. Explore my journey through the world of Data Science and AI! 🚀

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📂 Contents:

1. Code_01.ipynb

• Topics:
  • Number system
  • Logarithm problems.

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2. Code_02.ipynb

• Topics:
  • Base conversion.
  • Global and Local variables.
  • Miscellaneous tasks:
    • Check if a point lies on a line.
    • Determine if lines are overlapping or touching.
    • Verify if rectangles are touching or overlapping.

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3. Code_03.ipynb

• Topics: Calculating the square root of a number.

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4. Code_04.ipynb

• Topics:
  • Calculating the cube and cube root of a number.
  • Introduction to Strings and Lists.

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5. Code_05.ipynb

• Topics:
  • Pythagoras theorem: Calculate hypotenuse from base and height.
  • Distance between points in 2-D, 3-D, and n-D spaces.

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6. Code_06.ipynb

• Topics:
  • Custom number system (Base 15):
    • Represent a number as a list of digits.
    • Create a function to add 1 to your number.
    • Print all 4-digit numbers in Base 15.

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7. Code_07.ipynb

• Topics:

  • Functions to extract and delete the last digit of a number.
  • Base conversion:
    • From Base 10 to Base 15.
    • From Base 10 to any other base.
    • From Base N to Base M.

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8. Code_08.ipynb

• Topics:
  • Swapping two variables.
  • Understanding Binary numbers and XOR operations.
  • Shifting arrays by k places (without extra array, but with a variable).

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9. Code_09.ipynb

• Topics:
  • Given three arrays, compute list of their XORs.
  • Reverse a list of numbers without using inbuilt functions.
  • Shift arrays by k places using reversal techniques.

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10. Code_10.ipynb

• Topics:
  • Write a function to print all possible numbers of length n, where each digit ranges from 0 to m-1.
  • Generate all possible permutations of a name.
  • Predicting load on a website.
  • Recursion problems: Designing integer multipication, designing own power integer function, designing division.
  • Fibonacci numbers.
  • Designing decimal division.

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11. Code_11.ipynb

• Topics:
  • Recursion-based solution for HCF using Euclid's method.
  • Common Factors and Common numbers.
  • Parenthesis or bracket combination valid or not.
  • Combination of unique handshakes.
  • Solving Linear Equations.

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🛠️ Technology Used:

• Language: Python
• Tools: Jupyter Notebooks

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📌 About

This repository showcases my work and learnings in Applied Data Science and AI. Feel free to explore and share your feedback! 🤓

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⭐ Acknowledgment

• Institution: E&ICT Academy, IIT Roorkee
• Course: PG Certificate in Applied Data Science and AI