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Understanding and addressing the key elements of machine learning is critical to the success of any project involving this technology. But why do key elements of machine learning are important? Why are we discussing about it? Machine Learning (ML) is transforming industries, making complex tasks easier, and unlocking new possibilities across various domains. Whether you're aware of it or not, ML has probably touched your life in some way, from personalized recommendations on streaming platforms to self-driving cars. It is necessary for efficient project communication, planning, and implementation. At every stage of the machine learning lifecycle, it aids stakeholders—including data…
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