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Navigating the Machine Learning Landscape: A Primer to Algorithms, Data Models, and Applications (en Inglés)
Aria Chen
(Autor)
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Publishdrive
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Navigating the Machine Learning Landscape: A Primer to Algorithms, Data Models, and Applications (en Inglés) - Chen, Aria
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Reseña del libro "Navigating the Machine Learning Landscape: A Primer to Algorithms, Data Models, and Applications (en Inglés)"
Machine learning is among the fields of modern science that is most exciting and transformational in this period of rapid technological growth. Machine learning algorithms influence our daily lives in ways previously only seen in science fiction, from suggesting the next song on your playlist to identifying cancerous tumors in medical images. However, how do these algorithms work and convert massive volumes of data into valuable insights? The most thorough introduction to this fascinating field is "Navigating the Machine Learning Landscape: A Primer to Algorithms, Data Models, and Applications". This ebook aims to simplify the complexity of machine learning, whether you're a professional trying to expand your expertise or a curious hobbyist. You will travel through the history and significance of machine learning in the current digital era, starting with the basics of the field in these pages. We'll go deeper into the nuances of different algorithms as we investigate, learning about their workings and their applications. After that, we'll shed some light on the fundamentals of data models, highlighting their critical function in developing reliable and efficient machine learning models. Additionally, real-world machine learning applications from various industries will be presented, emphasizing the technology's significant influence on fields like finance and healthcare.
