{"id":9290,"date":"2021-05-11T18:47:56","date_gmt":"2021-05-11T18:47:56","guid":{"rendered":"http:\/\/algotrading101.com\/learn\/?p=9290"},"modified":"2023-04-03T21:08:36","modified_gmt":"2023-04-03T21:08:36","slug":"google-colab-guide","status":"publish","type":"post","link":"https:\/\/algotrading101.com\/learn\/google-colab-guide\/","title":{"rendered":"Google Colab – A Step-by-step Guide"},"content":{"rendered":"
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Table of contents:<\/strong><\/h3>\n\n\n\n
  1. What is Google Colab?<\/a><\/li>
  2. Is Google Colab free?<\/a><\/li>
  3. Why should I use Google Colab?<\/a><\/li>
  4. Why shouldn’t I use Google Colab?<\/a><\/li>
  5. What are the alternatives to Google Colab?<\/a><\/li>
  6. Does Google Colab support Python?<\/a><\/li>
  7. How do I get started with Google Colab?<\/a><\/li>
  8. How do I import libraries\/install dependencies in Google Colab?<\/a><\/li>
  9. How do I enable GPU\/TPU usage in Google Colab?<\/a><\/li>
  10. How do I import data in Google Colab?<\/a><\/li>
  11. Using Machine Learning in Google Colab to predict house prices<\/a><\/li>
  12. How can I load Kaggle datasets directly into Google Colab?<\/a><\/li>
  13. How can I visualize data\/produce charts using Google Colab?<\/a><\/li>
  14. How can I deploy ML algorithms in Google Colab?<\/a>
    1. Prepare the Data<\/a><\/li>
    2. Pick an Algorithm and evaluate it<\/a><\/li>
    3. Optimize the Algorithm<\/a><\/li><\/ol><\/li>
    4. How can I save my Google Colab notebook directly to GitHub?<\/a><\/li>
    5. How can I mount external Python files in Google Colab?<\/a><\/li>
    6. What are Google Colab Magics?<\/a><\/li>
    7. What are some other interesting Google Colab features?<\/a><\/li>
    8. What are the 3 Common Machine Learning Analysis\/Testing Mistakes?<\/a><\/li>
    9. Full code<\/a><\/li><\/ol>\n\n\n\n\n\n\n\n

      What is Google Colab?<\/h2>\n\n\n\n

      Google Colab is an online notebook-like coding environment that is well-suited for machine learning and data analysis.<\/p>\n\n\n\n

      It comes equipped with many Machine Learning libraries and offers GPU usage. It is mainly used by data scientists and ML engineers.<\/p>\n\n\n\n

      Link: https:\/\/colab.research.google.com<\/a><\/p>\n\n\n\n\n\n\n\n

      Is Google Colab free?<\/h2>\n\n\n\n

      Yes, Google Colab is free to use and you can access all of its features to a certain degree. There is a subscription plan called Google Colab Pro<\/a> that offers access to upgraded features.<\/p>\n\n\n\n

      These upgraded features allow the use of more processing power, RAM, and memory. You can access this plan for $9.99 per month if you come from one of the following countries:<\/p>\n\n\n\n