I am really interested in learning Machine Learning. I know that Machine Learning requires high-end hardware. I am just a student and do not have such resources. Is there a way to compile or run the machine learning programs online so that I can learn even without the expensive hardware?
You are absolutely right. A lot of beginners or even professionals or students who are planning to step into the world of Machine Learning think more than twice before doing so. This is precisely because of the issue you are facing. They mostly do not have high-end hardware and are reluctant to invest in some at such an early stage of their new careers choice.
Fear not! As I said, there are many like you and therefore, there are many solutions for your problems too. To remain in the scope of your specific query, I will focus on only one platform that will blow away your blues.
Google Colab is the answer to your problem. Google Colab is an online platform for running Jupyter notebooks on Python versions 2 and 3. Google Colab provides both local and remote runtime with the option of using a dedicated GPU (Graphics Processing Unit) or a TPU (Tensor Processing Unit) and 12 GB of virtual RAM. All this, for free! Yes for free. All you need is a google account to use Google Colab. You can easily practice and build all your machine learning projects on Google Colab.
