MIT SMR: Data and Disruption: Mastering AI and Machine Learning for Finance
Everyone
- 5 videos | 2h 14m 51s
"AI isn't coming - it's here. And it's already transforming the finance industry." Mastering AI and Machine Learning for Finance is your comprehensive guide to meeting this transformation head-on. In five insight-packed sessions, you'll learn how to harness the full potential of AI and machine learning from experts at MIT, Stanford, Babson, Deloitte, AICPA-CIMA, and Workday, including how to: Recognize finance's role in the AI productivity boom. Build effective data strategies with the help of new AI models. Use AI to automate your workflows and increase productivity. Understand coming AI regulations and their impact on finance. Train your talent for success in an AI-augmented workforce.
IN THIS COURSE
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1. AI and the Coming Productivity Boom15m 54sThis lesson describes how generative artificial intelligence is likely to affect productivity, what kinds of new business models are arising from generative AI, and why finance is playing an increasingly significant role in the AI revolution. FREE ACCESS
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2. Explainable AI: Finance’s Role in Creating an Effective Data Strategy28m 13sThis lesson defines explainable and interpretable artificial intelligence, discusses considerations for developing flexible data strategies for AI and machine learning, and offers insights on establishing new performance and value-creation metrics. FREE ACCESS
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3. AI-Fueled Finance: Practical Use Cases for Intelligent Automation44m 28sThis lesson describes how companies can become AI-fueled, discusses building the business case for AI-enabled automation, and offers practical use cases for both accounting and financial planning and analysis (FP&A). FREE ACCESS
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4. Regulatory and Business Implications of AI26m 27sThis lesson explains why AI needs to be regulated, what businesses need to understand about AI regulation, and how the United States and other nations worldwide are regulating this new technology. FREE ACCESS
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5. Upskilling Finance Talent for an AI-Augmented Workplace19m 49sThis lesson examines how generative AI and related technologies are reshaping finance work, changing the distribution of finance work, explores options for upskilling across the Finance Assessment Model for Effectiveness (FAME), and describes new data skills that finance professionals need today. FREE ACCESS
