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Before Machine Learning - Volume 2: Calculus for A.I - The Fundamental Mathematics for Data Science and Artificial Intelligence (Grayscale Indian Edition)

Before Machine Learning - Volume 2: Calculus for A.I - The Fundamental Mathematics for Data Science and Artificial Intelligence (Grayscale Indian Edition)

          
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About the Book

Disclaimer Shroff Publishers do not endorse the preview pages of kindle linked to our ISBNs. All Indian Reprints of Jorge Brasil are Printed in Grayscale. Does the complexity of calculus in machine learning leave you feeling lost in a thicket of equations? Are you eager to find a guide that maps out this territory with clarity and ease? Enter a unique exploration where the world of calculus is demystified through the fascinating biology of bees, offering a perspective on mathematics that is as enlightening as it is unexpected. In this book, I take you on a journey through the mathematical landscapes of derivatives, gradients, and algorithms, illuminated by the natural wisdom of bees. Drawing parallels between the meticulous behaviors of these remarkable insects and the principles of calculus, I present a narrative that is rich with insight and alive with humor. This is not a mere textbook—it's a dialogue. It's a story told through the lens of bee biology, where every concept from gradient descent to neural networks is related back to the intuitive understanding of nature's own algorithms. Together we will find the connections between the disciplined dance of bees and the structured world of mathematics. Here's what to expect: A fresh take on calculus, viewing complex concepts through the simplicity and order of bee behavior. An engaging journey from the basics of calculus to its application in machine learning algorithms like RMSprop, Momentum, and ADAM. Key algorithms like linear regression and neural networks. Coding exercises and practical tasks that mirror the principles you'll learn.


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Product Details
  • ISBN-13: 9789355426185
  • Publisher: Shroff/Jorge Brasil
  • Binding: Paperback
  • Height: 16.51 mm
  • No of Pages: 328
  • Width: 500 mm
  • ISBN-10: 9355426186
  • Publisher Date: 20 Feb 2024
  • Edition: First Edition
  • Language: English
  • Weight: 152.4 gr


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Before Machine Learning - Volume 2: Calculus for A.I - The Fundamental Mathematics for Data Science and Artificial Intelligence (Grayscale Indian Edition)
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