You can develop and run Python code in your browser using Google Colaboratory, which includes:- No setup is necessary.- Free use of GPUs is available.- Simple sharingColab can simplify your job, whether you're a student, data scientist, or AI researcher.
What is Colab Notebook?
Using Colab notebooks, you can include photos, HTML, LaTeX, executable code, and rich text in a single document. Your personal Colab notebooks that you create are kept in your Google Drive account. You can simply share your Colab notebooks with friends or coworkers so they may make comments or even modify them.
Using the File menu, you may make a new Colab notebook.Jupyter notebooks are hosted by Colab and are known as Colab notebooks.
Google Colaboratory with Data Science
With Colab, you can fully utilize the capabilities of well-known Python modules for data analysis and visualization. The code cell below creates some random data using Numpy and then visualizes it using Matplotlib. Simply click the cell to begin altering the code.
Google Colaboratory with Machine Learning
In only a few lines of code, you can use Colab to import an image dataset, train an image classifier on it, and then assess the model. No matter how powerful your computer is, you can make use of Google technology, such as GPUs and TPUs, by using Colab laptops, which run code on Google's cloud servers. You only need a browser.
In the field of machine learning, Colab is widely utilized in applications like:- Starting to use TensorFlow.- Creating and educating neural network- TPU experimentation.- Study on AI dissemination.- Establishing tutorials.
Does Google Colab use only Python?
Colab is a complete cloud software for Python development, unlike Jupyter Notebook requires installation on a PC and can only use local machine resources. Using Colab and your Mozilla Firefox or Google Chrome web browsers, you can develop Python code.