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Understanding Deep Learning (Student version)

Application in Rare Event Prediction
Dr. Chitta Ranjan
Type: Print Book
Genre: Computers & Internet, Information Technology
Language: English
Price: ₹790 + shipping
Price: ₹790 + shipping
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Think of deep learning as an art of cooking. One way to cook is to follow a recipe. But when we learn how the food, the spices, and the fire behave, we make our creation. And an understanding of the "how" transcends the creation.

Likewise, an understanding of the "how" transcends deep learning. In this spirit, this book presents the deep learning constructs, their fundamentals, and how they behave. Baseline models are developed alongside, and concepts to improve them are exemplified.

Topics covered in the book include:

- Multilayer Perceptrons
- Long- and short-term Memory Networks
- Convolutional Neural Networks
- Autoencoders.

Every topic is thoroughly explained and illustrated graphically. Moreover, implementations in TensorFlow are given for developing a complete understanding.

About the Author

Chitta Ranjan, Director of Science, ProcessMiner Inc.: Chitta earned his Ph.D. from the School of Industrial and Systems Engineering, at Georgia Tech. Prior to this, he completed his BTech and MTech at IIT Kharagpur in 2010. Currently, he serves on multiple boards of directors in the analytics and engineering space. He has also worked at Pandora Media, eBay, and co-founded goPrac.

Book Details

Number of Pages: 448
Dimensions: 7"x9"
Interior Pages: B&W
Binding: Paperback (Perfect Binding)
Availability: In Stock (Print on Demand)

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Understanding Deep Learning (Student version)

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