What is google colaboratory?
google colaboratory
Google Colaboratory, also known as Colab, is a free, cloud-based platform for machine learning research and experimentation. It is developed and maintained by Google Research and is built on top of the Jupyter Notebook platform.
Colab provides an easy-to-use interface for creating, running, and sharing Jupyter Notebooks. It allows users to write and execute code, create and edit documents, and share their work with others. It also provides access to powerful resources such as GPUs and TPUs for running computationally intensive tasks.
One of the key features of Colab is its integration with Google Drive, which allows users to save and load their notebooks directly from their Google Drive account. Colab also allows users to import and export notebooks in various formats, including .ipynb, .py, and .csv.
Colab is a popular platform for machine learning experimentation, data analysis, and education, because it provides a simple and convenient way to access and use powerful resources without the need for expensive hardware or software. It is also a great tool for collaborating on machine learning projects, as it allows multiple users to work on the same notebook simultaneously.
google colaboratory example code
# This is a simple code to add two numbers # Assign values to the variables num1 = 5 num2 = 10 # Perform the addition operation result = num1 + num2 # Print the result print("The sum of", num1, "and", num2, "is", result)
This code assigns the values 5 and 10 to the variables num1 and num2, respectively. Then it performs the mathematical operation of addition of the two values and assigns the result to the variable result. Finally it prints the output "The sum of 5 and 10 is 15"
You can run this code by clicking on the "play" button or by pressing Shift + Enter.
You can also perform more complex tasks such as loading data, training a machine learning model, creating a plot, etc. Colab provides a lot of useful libraries such as Tensorflow, Keras, Pytorch, OpenCV and many more, you can use them to perform your task.
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