• Post category:StudyBullet-7
  • Reading time:5 mins read


Learn Colab in 2022 and run Python programs on the web browser

What you will learn

You will be able to program in Python

Be able to use Python for data science and machine learning

You will learn to run Python programs on the web browser

Run Python programs professionally without installing any software

Run Data Science and Machine Learning programs on the cloud

Description

Welcome to the Google Colab Course by Studyopedia !!!

Google Colab is a Notebook Environment that runs entirely on the cloud. Avoid the hassles of installing Python on your system and directly run your Python programs on a Web Browser.

In this course, learn all about Google Colab and how it eases the work of a programmer. We have discussed how to begin with Colab, run your first program, set up libraries, run pandas, Numpy, and Matplotlib programs, etc. Sample programs with all these libraries are also discussed. Colab supports all Data Science and Machine Learning libraries.


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We have also discussed the basic layout of Colab, how to increase the font, display line numbers, and enable dark mode. With that, how to set free Runtime Type i.e. GPU and TPU is also discussed. Also, an overview is discussed, about the paid versions of Google Colab i.e. Colab Pro and Pro+, with all the comparisons.

With Colab, easily share the code with your friends and colleagues using GitHub and Google Drive. Sharing is caring! However, Colab automatically saves your code on Google Drive, making it easier to keep a backup. Therefore, avoid hassles in saving your codes on the system.

Let’s start the journey!

English
language

Content

Colab Introduction

Introduction

Setup and run first Python Program on Google Colab

Create first Notebook

Runtime Type – TPU and GPU

Understanding TPU and GPU

Colab – Settings

Show Line numbers on Google Colab Notebook
Enable Dark Theme on Google Colab
Increase the font size on Google Colab Notebook

Import and Export

Download Python Notebook (.ipynb) from Google Colab
Import a Python Notebook into Google Colab

Run Numpy, Pandas & Matplotlib on Colab

Run Pandas program on Google Colab
Run Numpy program on Google Colab
Run Matplotlib program on Google Colab

Share Notebook to Google Drive & GitHub

Share Google Colab Notebook on Drive
Share Google Colab Notebook on Github

Working on Cells

Deep Dive into Cells (Text + Code)
Perform Find and Replace on a Notebook

Open Notebook from GitHub and Google Drive

Open Colab Notebook from Google Drive
Open Colab Notebook from GitHub