Cognitive computing recipes artificial i
β Hashmi, Adnan;Masood, Adnan;Winkler, Matt
π Library
π
2019;2019
π Apress
π English
β¦ LIBER β¦
π
Cognitive Computing Recipes: Artificial Intelligence Solutions Using Microsoft Cognitive Services and TensorFlow
β Scribed by Adnan Masood, Adnan Hashmi
- Publisher
- Apress
- Year
- 2019
- Tongue
- English
- Leaves
- 437
- Edition
- 1st ed.
- Category
- Library
β¬ Acquire This Volume
No coin nor oath required. For personal study only.
β¦ Synopsis
Solve your AI and machine learning problems using complete and real-world code examples. Using a problem-solution approach, this book makes deep learning and machine learning accessible to everyday developers, by providing a combination of tools such as cognitive services APIs, machine learning platforms, and libraries.
Along with an overview of the contemporary technology landscape, Machine Learning and Deep Learning with Cognitive Computing Recipes covers the business case for machine learning and deep learning. Covering topics such as digital assistants, computer vision, text analytics, speech, and robotics process automation this book offers a comprehensive toolkit that you can apply quickly and easily in your own projects. With its focus on Microsoft Cognitive Services offerings, youβll see recipes using multiple different environments including TensowFlow and CNTK to give you a broader perspective of the deep learning ecosystem.
What You Will Learn
- Build production-ready solutions using Microsoft Cognitive Services APIs
- Apply deep learning using TensorFlow and Microsoft Cognitive Toolkit (CNTK)
- Solve enterprise problems in natural language processing and computer vision
- Discover the machine learning development life cycle β from formal problem definition to deployment at scale
Software engineers and enterprise architects who wish to understand machine learning and deep learning by building applications and solving real-world business problems.
β¦ Table of Contents
Front Matter ....Pages i-xxvi
Democratization of AI Using Cognitive Services (Adnan Masood, Adnan Hashmi)....Pages 1-17
Building Conversational Interfaces (Adnan Masood, Adnan Hashmi)....Pages 19-86
Seeing Is Believing: Custom Vision (Adnan Masood, Adnan Hashmi)....Pages 87-188
Text Analytics: The Dark Data Frontier (Adnan Masood, Adnan Hashmi)....Pages 189-224
Cognitive Robotics Process Automation: Automate This! (Adnan Masood, Adnan Hashmi)....Pages 225-287
Knowledge Management & Intelligent Search (Adnan Masood, Adnan Hashmi)....Pages 289-358
AIOps: Predictive Analytics & Machine Learning in Operations (Adnan Masood, Adnan Hashmi)....Pages 359-382
AI Use Cases in the Industry (Adnan Masood, Adnan Hashmi)....Pages 383-396
Back Matter ....Pages 397-417
β¦ Subjects
Computer Science; Microsoft and .NET; Open Source
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