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00000cam a2200000Mu 4500 |
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EBOOKCENTRAL_on1193116059 |
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OCoLC |
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20240329122006.0 |
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m d |
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cr ||||||||||| |
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200919s2020 xx o ||| 0 eng d |
| 040 |
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|a EBLCP
|b eng
|c EBLCP
|d OCLCQ
|d REDDC
|d OCLCO
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| 020 |
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|a 9781119696391
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| 020 |
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|a 1119696399
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| 029 |
1 |
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|a AU@
|b 000073550006
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| 035 |
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|a (OCoLC)1193116059
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| 050 |
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4 |
|a Q335
|b .J378 2020
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| 082 |
0 |
4 |
|a 006.3
|q OCoLC
|2 23/eng/20231120
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| 049 |
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|a UAMI
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| 100 |
1 |
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|a Jarvinen, Zachary.
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| 245 |
1 |
0 |
|a Enterprise AI for Dummies
|h [electronic resource].
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| 260 |
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|a Newark :
|b John Wiley & Sons, Incorporated,
|c 2020.
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| 300 |
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|a 1 online resource (355 p.)
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| 500 |
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|a Description based upon print version of record.
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| 505 |
0 |
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|a Intro -- Title Page -- Copyright Page -- Table of Contents -- Introduction -- About This Book -- Strong, Weak, General, and Narrow -- Foolish Assumptions -- Icons Used in This Book -- Beyond the Book -- Where to Go from Here -- Part 1 Exploring Practical AI and How It Works -- Chapter 1 Demystifying Artificial Intelligence -- Understanding the Demand for AI -- Converting big data into actionable information -- Relieving global cost pressure -- Accelerating product development and delivery -- Facilitating mass customization -- Identifying the Enabling Technology -- Processing -- Algorithms
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| 505 |
8 |
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|a Data -- Storage -- Discovering How It Works -- Semantic networks and symbolic reasoning -- Text and data mining -- Machine learning -- Auto-classification -- Predictive analysis -- Deep learning -- Sentiment analysis -- Chapter 2 Looking at Uses for Practical AI -- Recognizing AI When You See It -- ELIZA -- Grammar check -- Virtual assistants -- Chatbots -- Recommendations -- Medical diagnosis -- Network intrusion detection and prevention -- Fraud protection and prevention -- Benefits of AI for Your Enterprise -- Healthcare -- Manufacturing -- Energy -- Banking and investments -- Insurance
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| 505 |
8 |
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|a Retail -- Legal -- Human resources -- Supply chain -- Transportation and travel -- Telecom -- Public sector -- Professional services -- Marketing -- Media and entertainment -- Chapter 3 Preparing for Practical AI -- Democratizing AI -- Visualizing Results -- Comparison -- Composition -- Distribution -- Relationship -- Digesting Data -- Identifying data sources -- Cleaning the data -- Defining Use Cases -- A → B -- Good use cases -- Bad use cases -- Reducing bias -- Choosing a Model -- Unsupervised learning -- Supervised learning -- Deep learning -- Reinforcement learning
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| 505 |
8 |
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|a Chapter 4 Implementing Practical AI -- The AI Competency Hierarchy -- Data collection -- Data flow -- Explore and transform -- Business intelligence and analytics -- Machine learning and benchmarking -- Artificial intelligence -- Scoping, Setting Up, and Running an Enterprise AI Project -- Define the task -- Collect the data -- Prepare the data -- Build the model -- Test and evaluate the model -- Deploy and integrate the model -- Maintain the model -- Creating a High-Performing Data Science Team -- The Critical Role of Internal and External Partnerships -- Internal partnerships
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| 505 |
8 |
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|a External partnerships -- The importance of executive buy-in -- Weighing Your Options: Build versus Buy -- When you should do it yourself -- When you should partner with a provider -- Hosting in the Cloud versus On Premises -- What the cloud providers say -- What the hardware vendors say -- The truth in the middle -- Part 2 Exploring Vertical Market Applications -- Chapter 5 Healthcare/HMOs: Streamlining Operations -- Surfing the Data Tsunami -- Breaking the Iron Triangle with Data -- Matching Algorithms to Benefits -- Examining the Use Cases -- Delivering lab documents electronically
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| 500 |
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|a Taming fax
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| 590 |
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|a ProQuest Ebook Central
|b Ebook Central Academic Complete
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| 650 |
|
0 |
|a Artificial intelligence.
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| 650 |
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0 |
|a Ontologies (Information retrieval)
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| 650 |
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6 |
|a Intelligence artificielle.
|
| 650 |
|
6 |
|a Ontologies (Recherche de l'information)
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| 650 |
|
7 |
|a artificial intelligence.
|2 aat
|
| 776 |
0 |
8 |
|i Print version:
|a Jarvinen, Zachary
|t Enterprise AI for Dummies
|d Newark : John Wiley & Sons, Incorporated,c2020
|z 9781119696292
|
| 856 |
4 |
0 |
|u https://ebookcentral.uam.elogim.com/lib/uam-ebooks/detail.action?docID=6317715
|z Texto completo
|
| 938 |
|
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|a ProQuest Ebook Central
|b EBLB
|n EBL6317715
|
| 994 |
|
|
|a 92
|b IZTAP
|
