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Your AI Is Wrong! Lessons from Decision-making with Imperfect AI

Big Data LDN 2019 | Your AI Is Wrong! Lessons from Decision-making with Imperfect AI | Harvey Lewis

Accounting, auditing, and consultancy firms have typically been slow to adopt AI, relying instead on the continued expertise and experience of highly trained professionals. Now, the rapid acceleration of technology, growth in volumes of data, and rising complexity of regulation seem to be compelling firms to swap human expertise for AI and machine learning. The challenge is that even modern approaches to AI are still far from perfect solutions, especially in areas such as safety, compliance and risk, when outputs have to be 100% accurate. Join Harvey Lewis, EY's Chief Scientist, to hear how firms are being transformed by new thinking around explainable AI and algorithmic supervision. Through real-life case studies, learn how people, still one of a company's greatest assets, are now working side by side with algorithms to achieve accurate, safer, and more collaborative decision-making.

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artificial intelligence (ai) machine learning data analytics big data harvey lewis ey

What's inside

Syllabus

Traffic lights

Read about what's good

what should give you pause

and possible dealbreakers

Covers AI and decision-making

Taught by a Chief Scientist with extensive experience in AI

Explores the challenges of using AI in areas such as safety, compliance, and risk

Examines the use of explainable AI and algorithmic supervision

Provides real-life case studies to illustrate the practical application of AI in decision-making

Emphasizes the collaboration between humans and algorithms in achieving accurate and safe decision-making

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Career center

Learners who complete Your AI Is Wrong! Lessons from Decision-making with Imperfect AI will develop knowledge and skills that may be useful to these careers:

Artificial Intelligence Engineer

Artificial Intelligence Engineers design, develop, and maintain AI systems. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Artificial Intelligence Engineers develop a foundation in AI and improve their understanding of machine learning. Artificial Intelligence Engineers who want to specialize in a particular area of AI may find this course particularly useful.

See salaries and explore the career path for Artificial Intelligence Engineer

Data Scientist

Data Scientists are skilled at collecting, organizing, analyzing, and interpreting big data. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Data Scientists build a foundation in artificial intelligence (AI), data, and machine learning. AI is used in many industries and sectors, so the knowledge gained from this course can help Data Scientists advance their careers.

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Risk Manager

Risk Managers identify and assess risks that may impact an organization's business objectives. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Risk Managers understand the use of AI in risk management. Risk Managers who work with AI or are interested in emerging technologies may find this course particularly useful.

See salaries and explore the career path for Risk Manager

Machine Learning Engineer

Machine Learning Engineers are responsible for designing, developing, and maintaining machine learning systems. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Machine Learning Engineers build a foundation in the field of AI and improve their understanding of data and machine learning.

See salaries and explore the career path for Machine Learning Engineer

Statistician

Statisticians collect, analyze, interpret, and present data to help organizations make informed decisions. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Statisticians build a foundation in AI and improve their understanding of machine learning. Statisticians who work with large datasets or use AI to analyze data may find this course particularly helpful.

See salaries and explore the career path for Statistician

Compliance Officer

Compliance Officers ensure that organizations comply with applicable laws and regulations. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Compliance Officers develop a foundation in AI and its applications in compliance. Compliance Officers who plan to work with AI or emerging technologies may find this course particularly useful.

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Data Engineer

Data Engineers design, build, and maintain data pipelines. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Data Engineers develop a foundation in AI and improve their understanding of data and machine learning. Data Engineers who work with large datasets or use AI to analyze data may find this course particularly helpful.

See salaries and explore the career path for Data Engineer

Data Analyst

Data Analysts collect, clean, and analyze data to help businesses make informed decisions. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Data Analysts develop a foundation in AI and its applications. Data Analysts who plan on working with large datasets and using AI to analyze data may find this course particularly useful.

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Consultant

Consultants provide advice and guidance to businesses, organizations, and individuals with the goal of improving efficiency, effectiveness, and profitability. For Consultants seeking to advance in the tech industry, this course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help build a foundation in AI. This course can be particularly helpful to Consultants who specialize in IT, engineering, or technology.

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Auditor

Auditors provide independent assurance that financial information is accurate and reliable. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Auditors understand the use of AI in accounting and auditing. This course can be especially useful for Auditors who plan to specialize in risk management or compliance.

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Product Manager

Product Managers are responsible for defining, developing, and launching new products. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Product Managers develop a foundation in AI and its applications. PMs who plan to work with AI or emerging technologies may find this course particularly useful.

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Software Engineer

Software Engineers design, develop, and maintain software applications. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Software Engineers develop a foundation in AI and improve their understanding of machine learning. Software Engineers who work with AI or are interested in emerging technologies may find this course particularly useful.

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Business Analyst

Business Analysts analyze business processes and systems to identify areas for improvement. This course, Your AI Is Wrong! Lessons from Decision-making with Imperfect AI, can help Business Analysts develop a foundation in AI and its applications. Business Analysts who plan to work with AI or emerging technologies may find this course particularly useful.

See salaries and explore the career path for Business Analyst