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How can I learn machine learning by myself?

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I am an entrepreneur and have more than 35 years of experience in the IT industry

Short affirmative answer is yes. If you have a good working knowledge in statistics, deep understanding of linear algebra, good problem solving skills and good programming skills then yes you can do it on your own.
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