Data Science

NumPy Essentials

MyLoginn Learning Team · Free beginner course

3 weeks6 modules · 68 subtopicsFREEEssentialsNumPyBeginner

Learn NumPy arrays, indexing, slicing, broadcasting, and the math and statistics tools used in data science.

Level

Essentials

Modules

6

Topics

68

Duration

3 weeks

Course roadmap

A clear path through the material

Build your understanding one focused lesson at a time, from core ideas to practical programming.

Enroll free to unlock the lessons.

  1. 01
    NumPy Foundations0/15 topics · 0%
    • 1NumPy Intro
    • 2NumPy Getting Started
    • 3NumPy Creating Arrays
    • 4NumPy Array Indexing
    • 5NumPy Array Slicing
    • 6NumPy Data Types
    • 7NumPy Copy vs View
    • 8NumPy Array Shape
    • 9NumPy Array Reshape
    • 10NumPy Array Iterating
    • 11NumPy Array Join
    • 12NumPy Array Split
  2. 02
    NumPy Random0/15 topics · 0%
    • 16NumPy Random
    • 17NumPy Data Distribution
    • 18NumPy Random Permutation
    • 19Seaborn Module
    • 20Normal Distribution
    • 21Binomial Distribution
    • 22Poisson Distribution
    • 23Uniform Distribution
    • 24Logistic Distribution
    • 25Multinomial Distribution
    • 26Exponential Distribution
    • 27Chi Square Distribution
  3. 03
    NumPy ufunc0/13 topics · 0%
    • 31NumPy ufunc Intro
    • 32NumPy Create Your Own ufunc
    • 33NumPy Simple Arithmetic
    • 34NumPy Rounding Decimals
    • 35NumPy Logs
    • 36NumPy Summations
    • 37NumPy Products
    • 38NumPy Differences
    • 39NumPy Finding LCM
    • 40NumPy Finding GCD
    • 41NumPy Trigonometric Functions
    • 42NumPy Hyperbolic Functions
  4. 04
    NumPy Array Operations0/11 topics · 0%
    • 44NumPy Broadcasting
    • 45NumPy Axis and Aggregation
    • 46NumPy Mean, Median, and Std
    • 47NumPy Boolean Masks
    • 48NumPy where()
    • 49NumPy Linear Algebra Basics
    • 50NumPy Matrix Multiplication
    • 51NumPy Stacking and Concatenating
    • 52NumPy Missing Values
    • 53NumPy Saving and Loading Arrays
    • 54NumPy Performance Tips
  5. 05
    NumPy Projects and Practice0/8 topics · 0%
    • 55NumPy Examples
    • 56NumPy Quiz
    • 57NumPy Exercises
    • 58NumPy Code Challenges
    • 59NumPy Image Array Project
    • 60NumPy Statistics Project
    • 61NumPy Study Plan
    • 62NumPy Interview Prep
  6. 06
    NumPy References0/6 topics · 0%
    • 63NumPy Reference
    • 64NumPy Array Functions
    • 65NumPy Math Functions
    • 66NumPy Statistics Functions
    • 67NumPy Random Reference
    • 68NumPy dtype Reference