Welcome to this course !
  • Introduction & Course benefits !
  • Quick Summary of Jupyter Notebook
NumPy Essentials !
  • Datasets & resources
  • Numpy array
  • Attributes of Numpy array !
  • How to create Numpy array from Python data-structures .
  • Indexing in NumPy array
  • Basic Data-types in Numpy..
basic Numpy operations !
  • Arithmetic operations in Numpy - Part 1
  • Arithmetic operations in Numpy - Part 2
Statistical functions of Numpy !
  • Code-walkthrough of Numpy statistical functions .
Some Popular used functions of Numpy !
  • Create 1-Dimensional array using arange() & linspace()
  • Create 2D array using eye() , ones() & zeros() function
  • Reshaping & Flattening of nd-array .
  • Code-WalkThrough of reshaping & flattening
  • where() function of numpy
Bonus section
  • Bonus lecture