Nl Aic Ai For Business And Government Courseware

Author : Lisa Dombrovskij
Publisher : Van Haren
ISBN 13 : 9401808392
Total Pages : 153 pages
Book Rating : 4.92/5 ( download)

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Download or read book NL AIC AI For Business and Government Courseware written by Lisa Dombrovskij and published by Van Haren. This book was released on 2022-11-23 with total page 153 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI For Business and Government is a standard for all professionals. 'AI For Business and Government' is a certification that can be obtained after passing the corresponding exam. This can be best be achieved by participating in an AI For Business training course. This course is aimed at generic professionals working in business or government who do not necessarily have much experience with AI, or data or IT in general. However, they do want to understand what AI is, how it can benefit or affect their business environment and how they can leverage this to their advantage. Topics covered include the benefits of AI applications, data management for AI, building and assessing an AI application, ethics, risks and reliability, and organizational success factors for enabling humans and machines to work together. ‘Where does Data Management end and AI application begin?’ The subjects covered are enumerated below, and are addressed in the course from a management perspective: · 1. The applications and benefits of AI · 2. Data, robots and definition of AI · 3. Predictions, algorithms, machine and deep learning · 4. Build and review an AI application · 5. Data management for AI · 6. Ethics and trustworthiness · 7. Organizational success factors for helping man and machine to work together · 8. The future of AI This certificate was established by the Netherlands AI Coalition (NL AIC) as a standard for professionals who want to use Artificial Intelligence (AI) in their work environment and managers who need to decide on the general application and/or use of AI. A professional will learn what AI could mean for an organization and how to organize, implement and execute it. As a result, the exam is very application-oriented.

Author : Van Haren Publishing
Publisher :
ISBN 13 : 9789401808385
Total Pages : 0 pages
Book Rating : 4.84/5 ( download)

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Download or read book NL Aic AI for Business and Government Courseware written by Van Haren Publishing and published by . This book was released on 2022-12-19 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'AI For Business and Government is a standard for all professionals. 'AI For Business and Government' is a certification that can be obtained after passing the corresponding exam. This can be best be achieved by participating in an AI For Business training course. This course is aimed at generic professionals working in business or government who do not necessarily have much experience with AI, or data or IT in general. However, they do want to understand what AI is, how it can benefit or affect their business environment and how they can leverage this to their advantage. Topics covered include the benefits of AI applications, data management for AI, building and assessing an AI application, ethics, risks and reliability, and organizational success factors for enabling humans and machines to work together. 'Where does Data Management end and AI application begin?' The subjects covered are enumerated below, and are addressed in the course from a management perspective: - 1. The applications and benefits of AI - 2. Data, robots and definition of AI - 3. Predictions, algorithms, machine and deep learning - 4. Build and review an AI application - 5. Data management for AI - 6. Ethics and trustworthiness - 7. Organizational success factors for helping man and machine to work together - 8. The future of AI This certificate was established by the Netherlands AI Coalition (NL AIC) as a standard for professionals who want to use Artificial Intelligence (AI) in their work environment and managers who need to decide on the general application and/or use of AI. A professional will learn what AI could mean for an organization and how to organize, implement and execute it. As a result, the exam is very application-oriented.

Author : Van Haren Publishing
Publisher : Van Haren Publishing
ISBN 13 : 9789401810579
Total Pages : 0 pages
Book Rating : 4.75/5 ( download)

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Download or read book AI Fundamentals Courseware written by Van Haren Publishing and published by Van Haren Publishing. This book was released on 2024-05-29 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 'The AI Fundamentals courseware offers an AI training course designed for professionals in business or government environments who want to understand the benefits and applications of AI in their work environment. This course covers topics such as data management for AI, building and assessing AI applications, ethics and trustworthiness, and organizational success factors for enabling humans and machines to work together. The course addresses key questions such as "Where does Data Management end and AI application begin?" from a management perspective. Subjects covered include the applications and benefits of AI, data and robots, predictions and algorithms, machine and deep learning, building and reviewing AI applications, data management for AI, ethics and trustworthiness, organizational success factors for helping humans and machines work together, and the future of AI. This courseware educates for three certifications within it's three-day combined program. It's also possible to cut the material in pieces for a module teaching approach. -The EXIN BCS Artificial Intelligence Essentials, testing the fundamental concepts of AI. -This AI for Business and Government certification (the AI Brevet) which was established by the Netherlands AI Coalition (NL AIC) as a standard for professionals who want to use Artificial Intelligence. -EXIN BCS Artificial Intelligence Foundation, which has a more IT-technical perspective.

Author : Reinier van den Biggelaar
Publisher : Van Haren
ISBN 13 : 9401810583
Total Pages : 445 pages
Book Rating : 4.86/5 ( download)

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Download or read book AI Fundamentals Courseware written by Reinier van den Biggelaar and published by Van Haren. This book was released on with total page 445 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Frank Hutter
Publisher : Springer
ISBN 13 : 3030053180
Total Pages : 223 pages
Book Rating : 4.85/5 ( download)

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Download or read book Automated Machine Learning written by Frank Hutter and published by Springer. This book was released on 2019-05-17 with total page 223 pages. Available in PDF, EPUB and Kindle. Book excerpt: This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.

Author : Beena Ammanath
Publisher : John Wiley & Sons
ISBN 13 : 1119867959
Total Pages : 230 pages
Book Rating : 4.51/5 ( download)

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Download or read book Trustworthy AI written by Beena Ammanath and published by John Wiley & Sons. This book was released on 2022-03-15 with total page 230 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential resource on artificial intelligence ethics for business leaders In Trustworthy AI, award-winning executive Beena Ammanath offers a practical approach for enterprise leaders to manage business risk in a world where AI is everywhere by understanding the qualities of trustworthy AI and the essential considerations for its ethical use within the organization and in the marketplace. The author draws from her extensive experience across different industries and sectors in data, analytics and AI, the latest research and case studies, and the pressing questions and concerns business leaders have about the ethics of AI. Filled with deep insights and actionable steps for enabling trust across the entire AI lifecycle, the book presents: In-depth investigations of the key characteristics of trustworthy AI, including transparency, fairness, reliability, privacy, safety, robustness, and more A close look at the potential pitfalls, challenges, and stakeholder concerns that impact trust in AI application Best practices, mechanisms, and governance considerations for embedding AI ethics in business processes and decision making Written to inform executives, managers, and other business leaders, Trustworthy AI breaks new ground as an essential resource for all organizations using AI.

Author : Ethem Alpaydin
Publisher : MIT Press
ISBN 13 : 0262028182
Total Pages : 639 pages
Book Rating : 4.89/5 ( download)

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Download or read book Introduction to Machine Learning written by Ethem Alpaydin and published by MIT Press. This book was released on 2014-08-22 with total page 639 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer perceptrons -- Local models -- Kernel machines -- Graphical models -- Brief contents -- Hidden markov models -- Bayesian estimation -- Combining multiple learners -- Reinforcement learning -- Design and analysis of machine learning experiments.

Author : John Hallowell Ohly
Publisher :
ISBN 13 :
Total Pages : 412 pages
Book Rating : 4.65/5 ( download)

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Download or read book Industrialists in Olive Drab written by John Hallowell Ohly and published by . This book was released on 2000 with total page 412 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Jacob Eisenstein
Publisher : MIT Press
ISBN 13 : 0262042843
Total Pages : 535 pages
Book Rating : 4.40/5 ( download)

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Download or read book Introduction to Natural Language Processing written by Jacob Eisenstein and published by MIT Press. This book was released on 2019-10-01 with total page 535 pages. Available in PDF, EPUB and Kindle. Book excerpt: A survey of computational methods for understanding, generating, and manipulating human language, which offers a synthesis of classical representations and algorithms with contemporary machine learning techniques. This textbook provides a technical perspective on natural language processing—methods for building computer software that understands, generates, and manipulates human language. It emphasizes contemporary data-driven approaches, focusing on techniques from supervised and unsupervised machine learning. The first section establishes a foundation in machine learning by building a set of tools that will be used throughout the book and applying them to word-based textual analysis. The second section introduces structured representations of language, including sequences, trees, and graphs. The third section explores different approaches to the representation and analysis of linguistic meaning, ranging from formal logic to neural word embeddings. The final section offers chapter-length treatments of three transformative applications of natural language processing: information extraction, machine translation, and text generation. End-of-chapter exercises include both paper-and-pencil analysis and software implementation. The text synthesizes and distills a broad and diverse research literature, linking contemporary machine learning techniques with the field's linguistic and computational foundations. It is suitable for use in advanced undergraduate and graduate-level courses and as a reference for software engineers and data scientists. Readers should have a background in computer programming and college-level mathematics. After mastering the material presented, students will have the technical skill to build and analyze novel natural language processing systems and to understand the latest research in the field.

Author : Joshua D. Angrist
Publisher : Princeton University Press
ISBN 13 : 0691120358
Total Pages : 392 pages
Book Rating : 4.55/5 ( download)

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Download or read book Mostly Harmless Econometrics written by Joshua D. Angrist and published by Princeton University Press. This book was released on 2009-01-04 with total page 392 pages. Available in PDF, EPUB and Kindle. Book excerpt: In addition to econometric essentials, this book covers important new extensions as well as how to get standard errors right. The authors explain why fancier econometric techniques are typically unnecessary and even dangerous.