Author Description

Gain a broader understanding of the world of machine learning. Have you ever wondered what machine learning is? Are you interested in knowing how they fit into daily life? Have you ever wondered how machine learning can change and benefit your daily life? For the last couple of years, AI has made huge strides in understanding and solving complex problems. This is largely thanks to the development of deep learning techniques. But what is deep learning? Why is it so powerful? And how do you use it? Grokking Algorithms will answer all your questions. We start by focusing on the neural network fundamentals and then provide a deeper look at the advanced techniques and layers used today. By the end of this book, you'll know everything there is to know about deep learning! In this book, you will: - Discover and take a deep dive into the world of algorithms and how they're used in everyday life - Understand the basics of neural networks and machine learning, and then dive into advanced layers of deep learning - Discover backpropagation and activation functions - Learn about matrices and the matrix relationship - Master full, batch and stochastic gradient descent. - Understand regularization and batching - Learn modeling probabilities and non-linearities - Discover automatic optimization This book is perfect for anyone who wants to get started with deep learning or machine learning but has struggled with understanding it. Are you interested in learning about the basics of neural networks? Or do you want to take your knowledge of advanced layers to the next level? If so, this book is for YOU! So click the "Add to Cart" button now and dive deep into the world of algorithms.