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Author George Tourlakis
Learn the skills and acquire the intuition to assess the theoretical limitations of computer programmingOffering an accessible approach to the topic, Theory of Computation focuses on the metatheory of computing and the theoretical boundaries between what various com....
Release Date 2012/04 -
Author Patrick Muldowney
A ground-breaking and practical treatment of probability and stochastic processesA Modern Theory of Random Variation is a new and radical re-formulation of the mathematical underpinnings of subjects as diverse as investment, communication engineering, and quantum me....
Release Date 2012/10 -
Artificial Intelligence for Business
Author Jason L. Anderson , Jeffrey L. Coveyduc
Artificial Intelligence for Business: A Roadmap for Getting Started with AI will provide the reader with an easy to understand roadmap for how to take an organization through the adoption of AI technology. It will first help with the identification of which business probl....
Release Date 2020/04 -
Author Umang Singh , San Murugesan , Ashish Seth
EMERGING COMPUTING PARADIGMSA holistic overview of major new computing paradigms of the 21st CenturyIn Emerging Computing Paradigms: Principles, Advances and Applications, international scholars offer a compendium of essential knowledge on new promising computing paradigms. The book examines the cha....
Release Date 2022/07 -
Author Paul Charbonneau
This book provides a short, hands-on introduction to the science of complexity using simple computational models of natural complex systems—with models and exercises drawn from physics, chemistry, geology, and biology. By working through the models and engaging in ....
Release Date 2017/05 -
Machine Learning with PySpark : With Natural Language Processing and Recommender Systems
Author Pramod Singh
Build machine learning models, natural language processing applications, and recommender systems with PySpark to solve various business challenges. This book starts with the fundamentals of Spark and its evolution and then covers the entire spectrum of traditional ....
Release Date 2018/12 -
Keeping Your AI Under Control: A Pragmatic Guide to Identifying, Evaluating, and Quantifying Risks
Author Anand Tamboli
Much of our daily lives intertwine with artificial intelligence. From watching movies recommended by our entertainment streaming service, to interacting with customer service chatbots, to autotagging photos of friends in our social media apps, AI plays an invisible....
Release Date 2019/11 -
TensorFlow for deep learning—implementing neural networks
Author Nikhil Buduma
Deep learning is a subset of machine learning, in the field of artificial intelligence. It's based on the idea that you can train a machine to learn from examples. A central method of training is through the use of neural networks.Why is it important?This lesson in....
Release Date 2016/08 -
Machine Learning with Python Cookbook
Author Chris Albon
This practical guide provides nearly 200 self-contained recipes to help you solve machine learning challenges you may encounter in your daily work. If you’re comfortable with Python and its libraries, including pandas and scikit-learn, you’ll be able to address spe....
Release Date 2018/03 -
Serving Machine Learning Models
Author Boris Lublinsky
Model serving is a critical but often underappreciated aspect of machine learning.Once you have built a model using your training data set, you need to packageand deploy (i.e., serve) it. It's a surprisingly complex task, in part because modeltraining is usually h....
Release Date 2017/12 -
Practical Automated Machine Learning on Azure
Author Wee Hyong Tok , Parashar Shah , Deepak Mukunthu
Develop smart applications without spending days and weeks building machine-learning models. With this practical book, you’ll learn how to apply Automated Machine Learning, a process that uses machine learning to help people build machine learning models. Deepak Mu....
Release Date 2019/09 -
Author David Weinberger
Make. More. Future.Artificial intelligence, big data, modern science, and the internet are all revealing a fundamental truth: The world is vastly more complex and unpredictable than we've allowed ourselves to see.Now that technology is enabling us to take advantag....
Release Date 2019/04 -
Author Paul Daugherty , H. James Wilson
Technology advances are making tech more . . . human. This changes everything you thought you knew about innovation and strategy.In their groundbreaking book, Human + Machine, Accenture technology leaders Paul R. Daugherty and H. James Wilson showed how leading organizations use the power of human-m....
Release Date 2022/04 -
Detecting Fake News on Social Media
Author Kai Shu , Huan Liu , Jiawei Han , Lise Ge
In the past decade, social media has become increasingly popular for news consumption due to its easy access, fast dissemination, and low cost.However, social media also enables the wide propagation of "fake news," i.e., news with intentionally false information. Fake new....
Release Date 2019/07 -
Deep Learning for Autonomous Vehicle Control
Author Sampo Kuutti , Saber Fallah , Richard Bowden
The next generation of autonomous vehicles will provide major improvements in traffic flow, fuel efficiency, and vehicle safety.Several challenges currently prevent the deployment of autonomous vehicles, one aspect of which is robust and adaptable vehicle control. Designi....
Release Date 2019/08 -
Author Sunila Gollapudi
Tackle the real-world complexities of modern machine learning with innovative, cutting-edge, techniquesAbout This BookFully-coded working examples using a wide range of machine learning libraries and tools, including Python, R, Julia, and SparkComprehensive practic....
Release Date 2016/01 -
Author Ahmed Menshawy
Grasp the fundamental concepts of deep learning using Tensorflow in a hands-on mannerAbout This BookGet a first-hand experience of the deep learning concepts and techniques with this easy-to-follow guideTrain different types of neural networks using Tensorflow for ....
Release Date 2018/02 -
Hands-On Machine Learning with IBM Watson
Author James D. Miller
Learn how to build complete machine learning systems with IBM Cloud and Watson Machine learning servicesKey FeaturesImplement data science and machine learning techniques to draw insights from real-world data Understand what IBM Cloud platform can help you to imple....
Release Date 2019/03 -
Transformers for Natural Language Processing
Take your NLP knowledge to the next level and become an AI language understanding expert by mastering the quantum leap of Transformer neural network modelsKey FeaturesBuild and implement state-of-the-art language models, such as the original Transformer, BERT, T5, and GPT-2, using concepts that outp.... -
Mastering Reinforcement Learning with Python
Get hands-on experience in creating state-of-the-art reinforcement learning agents using TensorFlow and RLlib to solve complex real-world business and industry problems with the help of expert tips and best practicesKey FeaturesUnderstand how large-scale state-of-the-art RL algorithms and approaches.... -
Hands-On Image Generation with TensorFlow
Implement various state-of-the-art architectures, such as GANs and autoencoders, for image generation using TensorFlow 2.x from scratchKey FeaturesUnderstand the different architectures for image generation, including autoencoders and GANsBuild models that can edit an image of your face, turn photos.... -
Modern Computer Vision with PyTorch
Get to grips with deep learning techniques for building image processing applications using PyTorch with the help of code notebooks and test questionsKey FeaturesImplement solutions to 50 real-world computer vision applications using PyTorchUnderstand the theory and working mechanisms of neural netw.... -
Distributed Generation Systems
Author S. Mohammad Mousavi Agah , Gevork B. Gharehpetian
Distributed Generation Systems: Design, Operation and Grid Integration closes the information gap between recent research on distributed generation and industrial plants, and provides solutions to their practical problems and limitations. It provides a clear pictur....
Release Date 2017/05 -
Author Michael I. Brown
It is now well accepted that deforestation is a key source of greenhouse gas emissions and of climate change, with forests representing major sinks for carbon. As a result, public and private initiatives for reducing emissions from deforestation and forest degradati....
Release Date 2013/06 -
Own the A.I. Revolution: Unlock Your Artificial Intelligence Strategy to Disrupt Your Competition
Author Michael Ashley , Neil Sahota
Disrupt your industry, boost profitability, and grow your business with a powerful A.I. strategy.Artificial Intelligence (A.I.) is on the verge of disrupting every domain of human existence. What does that mean for your business? Everything. Building on the power o....
Release Date 2019/05 -
Social Machines: The Coming Collision of Artificial Intelligence, Social Networking, and Humanity
Author Alice M. Mulvehill , James Hendler
Will your next doctor be a human being—or a machine? Will you have a choice? If you do, what should you know before making it?This book introduces the reader to the pitfalls and promises of artificial intelligence (AI) in its modern incarnation and the growing tren....
Release Date 2016/09 -
Author Ashwin Pajankar , Aditya Joshi
Here is the perfect comprehensive guide for readers with basic to intermediate level knowledge of machine learning and deep learning. It introduces tools such as NumPy for numerical processing, Pandas for panel data analysis, Matplotlib for visualization, Scikit-learn for machine learning, and Pytor....
Release Date 2022/03 -
Applying Deep Learning in Business
Author Federico Castanedo
According to a recent poll conducted by O’Reilly Media, most data scientists already know what AI technologies, such as deep learning, can do. Now they want to learn how to implement neural networks and deep learning to address their unique business objective. They....
Release Date 2019/10