Mastering Numpy in Python

Unlocking the Power of NumPy: Mastering Data Manipulation in Python

3.70 (20 reviews)
Udemy
platform
English
language
Data Science
category
Mastering Numpy in Python
2,331
students
1 hour
content
Nov 2023
last update
FREE
regular price

What you will learn

Learn manipulate data with numpy

Learn to load and store arrays in disk

Learn Linear Algebra Operations with Numpy

Learn how to use Numpy for statistics

Learn to concatenate and split data using Numpy

Description

Are you new to Python and excited to explore the world of data manipulation? This beginner-oriented Udemy course is your ideal starting point. We'll guide you through the fundamentals of NumPy, the indispensable library for numerical computing in Python, ensuring you grasp the basics while building a strong foundation

Here's what you can expect to learn in this course:

  • Introduction to NumPy: Begin by understanding the significance of NumPy and its vital role in data manipulation with Python

  • NumPy Arrays: Learn how to create, manipulate, save, and load NumPy arrays, the cornerstone of numerical computations

  • Matrix Operations: Discover how to create and work with NumPy matrices for more advanced data processing

  • Linear Algebra: Dive into the world of linear algebra with NumPy, exploring matrix multiplication, determinants, and more

  • Statistics: Gain insights into how NumPy can help you perform basic statistical operations on your data, such as mean, median, and variance calculations

  • Random Number Generation: Explore the capabilities of NumPy for generating random numbers and simulating data, a crucial aspect of many data-driven tasks

Throughout this course, you'll have the opportunity to apply your knowledge with practical exercises and projects that reinforce your understanding. We've designed this course with beginners in mind, making it accessible and engaging for anyone interested in data manipulation with Python

By the end of this course, you'll have a solid foundation in NumPy and the skills you need to work with data effectively. Whether you're a student, a budding data analyst, or someone simply curious about data manipulation, this course will provide you with the tools and knowledge to begin your data journey

Join us in this exciting introduction to NumPy, and take your first steps towards becoming a Python data enthusiast. Enroll today, and let's embark on this learning adventure together!

Content

Introduction

Introduction
Creating your first Numpy Array
Slicing and Indexing - Accessing parts of Numpy Arrays
From 1D to 2D++

Diving Deeper

Storing Arrays
Numpy Array Attributes
Flipping, reversing etc
Numpy Stacking, Concat, Split Arrays
Transpose, Reshape, Broadcasting

Mathematics - Statistics with Numpy

Mathematical Operations
Linear Algebra Operations
Statistics with Numpy
Random Number Generation

Whole Course to download

Get this locally!

Charts

Price

Mastering Numpy in Python - Price chart

Rating

Mastering Numpy in Python - Ratings chart

Enrollment distribution

Mastering Numpy in Python - Distribution chart
5632492
udemy ID
10/28/2023
course created date
11/1/2023
course indexed date
Bot
course submited by