Code Notebooks and Videos from 15 days of petro 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Data Distributions jupyter Notebook code : https://github.com/jaiyesh/15Petro-Numpy-Days/blob/main/Day%2011.ipynb
- 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
- 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
- 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
- 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