A Quick Guide to Getting Started with NumPy

A Quick Guide to Getting Started with NumPy

NumPy is similar to python list and can perform most of the operations python lists perform but NumPy has its own advantages for which it is the preferred library for handling large numerical data

Whenever someone decides to enter into the world of data science, the one library he needs to learn is NumPy. NumPy Stands for Numerical Python and this article will be like a crash course in NumPy.

So Why Numpy?

NumPy is similar to python list and can perform most of the operations python lists perform but NumPy has its own advantages for which it is the preferred library for handling large numerical data. Some of these are:

  • NumPy, unlike python lists, has homogenous data type because of which it can be densely packed into memory and it also frees memory faster. This makes it 10 to 100 times faster than python lists.
  • Numpy breaks down a task into smaller fragments and can process those fragments parallelly.
  • Numpy internally uses languages like Fortran, C, and C++ which have much faster execution time compared to python.

data-science ai numpy machine-learning pandas

Bootstrap 5 Complete Course with Examples

Bootstrap 5 Tutorial - Bootstrap 5 Crash Course for Beginners

Nest.JS Tutorial for Beginners

Hello Vue 3: A First Look at Vue 3 and the Composition API

Building a simple Applications with Vue 3

Deno Crash Course: Explore Deno and Create a full REST API with Deno

How to Build a Real-time Chat App with Deno and WebSockets

Convert HTML to Markdown Online

HTML entity encoder decoder Online

Data Science, Machine Learning or AI: Where Should I Start?

Should I learn about data science, machine learning, or AI? Is there really a difference? This summary gave you a better sense of where to get started.

How To Build A Data Science Career In 2021

In Conversation With Dr Suman Sanyal, NIIT University,he shares his insights on how universities can contribute to this highly promising sector and what aspirants can do to build a successful data science career.

5 stages of learning Data Science

5 stages of learning Data Science and how to ace each of them

7 Types of Data Bias in Machine Learning

7 Types of Data Bias in Machine Learning. Data bias can occur in a range of areas, from human reporting and selection bias to algorithmic and interpretation bias.

Most popular Data Science and Machine Learning courses — July 2020

Most popular Data Science and Machine Learning courses — August 2020. This list was last updated in August 2020 — and will be updated regularly so as to keep it relevant