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Want to learn Machine Learning?

  • Writer: Soham Chausalkar
    Soham Chausalkar
  • Aug 1, 2023
  • 1 min read
Do you have an interest in learning Machine Learning? Although it may appear complex and challenging at first glance, with sufficient commitment and focus, you can use its power effectively and make it work to your benefit.

Level - 1 (Prerequisites)


Math

Coding


These are some places to start learning the basics of Machine Learning. If you don't like the ones I suggested, try other courses. Don't stick to just one resource; use all the free courses and materials available online to learn.


Level - 2 (Novice)


Machine Learning

Math


When it comes to math courses, you don't have to finish them all before moving on to other courses. You can continue with future courses and try to complete the math ones when you reach (level - 3) of your learning progress.


Level - 3 (Competent)


1. Understand the math that is important for Machine Learning in an intuitive way.
2. Familiar with the theory behind fundamental Machine Learning algorithms such as linear/logistic regression, SVM, decision trees/random forests, KNN clustering, and neural networks.
3. Know the basics of the Python programming language and the data science tools like NumPy, Pandas, Matplotlib/Seaborn, Scikit-learn, and how to create basic Machine Learning workflows.

Programming










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