کتاب Fundamentals of Deep Learning: Designing Next-Generation Artificial Intelligence Algorithms

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Brief Summary of Book: Fundamentals of Deep Learning: Designing Next-Generation Artificial Intelligence Algorithms by Nikhil Buduma

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With the reinvigoration of neural networks in the 2000s, deep learning has become an extremely active area of research, one that’s paving the way for modern machine learning. In this practical book, author Nikhil Buduma provides examples and clear explanations to guide you through major concepts of this complicated field.Companies such as Google, Microsoft, and Facebook are actively growing in-house deep-learning teams. For the rest of us, however, deep learning is still a pretty complex and difficult subject to grasp. If you’re familiar with Python, and have a background in calculus, along with a basic understanding of machine learning, this book will get you started.Examine the foundations of machine learning and neural networksLearn how to train feed-forward neural networksUse TensorFlow to implement your first neural networkManage problems that arise as you begin to make networks deeperBuild neural networks that analyze complex imagesPerform effective dimensionality reduction using autoencodersDive deep into sequence analysis to examine languageUnderstand the fundamentals of reinforcement learning

Fundamentals of Deep Learning: Designing Next-Generation Artificial Intelligence Algorithms by Nikhil Buduma – eBook Details

Before you start Complete Fundamentals of Deep Learning: Designing Next-Generation Artificial Intelligence Algorithms PDF by Nikhil Buduma Download, you can read below technical ebook details:

• Full Book Name: Fundamentals of Deep Learning: Designing Next-Generation Artificial Intelligence Algorithms
• Author Name: Nikhil Buduma
• Book Genre: Artificial Intelligence, Computer Science, Mathematics, Nonfiction, Programming, Science, Technology
• Series Detail:
• ISBN # 9781491925614
• ASIN # 1491925612
• Edition Language: English
• Date of Publication: July 1, 2015
• PDF File Name: Fundamentals_of_Deep_Learning_-_Nikhil_Buduma.pdf
• PDF File Size: 5.1 MB

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