jaiyesh / 15petro-numpy-days

Notebooks from 15 days of petro numpy

15Petro-Numpy-Days

Code Notebooks and Videos from 15 days of petro numpy

Table of Content:

Day 1: Introduction to Numpy

• Numpy Introduction jupyter Notebook: https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%201.ipynb
• Video "Introduction to Numpy" by Petroleum From Scratch: https://youtu.be/XObOb0deymk

Day 2: Numpy Arrays

• Numpy Array jupyter Notebook: https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%202.ipynb
• Video "Numpy arrays" by Petroleum From Scratch: https://youtu.be/XObOb0deymk

Day 3: Arrays Dimension and Shape

• Arrays Dimension and Shape jupyter Notebook: https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%203.ipynb
• Discussed the concept in Video "Array's Dimensions and Shape " by Petroleum From Scratch: https://youtu.be/ElkJgkswraw

Day 4: Arange and Linspace

• Using inbuilt methods for generating arrays jupyter Notebook: https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%204.ipynb
• Discussed the concept in Video "Inbuilt Methods for generating Arrays" by Petroleum From Scratch: https://youtu.be/rKtLCXlWegU

Day 5: Zeroes, Ones, and Identity

• Zeroes, ones and identity matrixes jupyter Notebook: https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%205.ipynb
• Discussed the concept in Video " Inbuilt Methods for generating Arrays" by Petroleum From Scratch: https://youtu.be/rKtLCXlWegU

Day 6: Array Indexing (1-D) arrays

• Array Indexing (1 D Arrays) jupyter Notebook: https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%206.ipynb
• Discussed the concept in Video "Array Indexing (1-D arrays)" by Petroleum From Scratch: https://youtu.be/MBVg8L-0Rp0

Day 7: Array Slicing (1-D) arrays

• Array Slicing (1-D) arrays jupyter Notebook code: https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%207.ipynb
• Discussed the concept in Video " Array Slicing (1-D arrays) " by Petroleum From Scratch: https://youtu.be/zfIz5ft1Vg4

Day 8: Indexing Higher Dimensional arrays

• Indexing for Higher dimensional Arrays jupyter Notebook code: https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%208.ipynb
• Discussed the concept in Video " Indexing for Higher dimensional Arrays" by Petroleum From Scratch : https://youtu.be/MuOl_rcBrPI

Day 9: Slicing Higher Dimensional arrays

• Slicing Higher dimensional Arrays jupyter Notebook code : https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%209.ipynb
• Discussed the concept in Video " Slicing for Higher dimensional Arrays" by Petroleum From Scratch : https://youtu.be/RXznCpJXX9I

Day 10: Array Reshape

• Reshape jupyter Notebook code : https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%2010.ipynb
• Discussed the concept in Video " Array Reshape" by Petroleum From Scratch : https://youtu.be/JhzA-hNzNQs

Day 11: Data Distribution

• Data Distributions jupyter Notebook code : https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%2011.ipynb

Day 12: Random Number Generation Part 1

• Random Number Generation 1 jupyter Notebook code : https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%2012.ipynb
• Discussed the concept in Video "Random Numbers Generation Part 1" by Petroleum From Scratch : https://youtu.be/Q5bvbBoeSbU

Day 13: Random Number Generation Part 2

• Random Number Generation 2: Random Data Distributionsjupyter Notebook code : https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%2013.ipynb
• Discussed the concept in Video "Random Numbers Generation Part 2" by Petroleum From Scratch : https://youtu.be/74Jt2gK9ETs

Day 14: Numpy Arithmetic Functions

• Numpy Arithmetic Functions jupyter Notebook code : https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%2014.ipynb
• Discussed the concept in Video " Numpy Functions 1: Arithmetic" by Petroleum From Scratch : https://youtu.be/L08CX-XQqmU

Day 15: Numpy Functions Part 2

• Numpy Functions Part 2jupyter Notebook code : https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%2015.ipynb
• Discussed the concept in Video " Numpy Functions 2: All Functions" by Petroleum From Scratch : https://youtu.be/q3FyV3SJfWU