Innovations in Investment Technology: Artificial Intelligence
Explore the evolution of AI investing and online wealth management. Investing and managing your wealth online has never been easier, but how does AI investing work and what are the challenges? On this course, you’ll explore how technology has changed the way we invest money.
Monthly Subscription Starting at AED 99 + VAT
- Level Foundation
- المدة 10 ساعات hours
- الطبع بواسطة University of Michigan
-
Offered by
عن
Explore the evolution of AI investing and online wealth management. Investing and managing your wealth online has never been easier, but how does AI investing work and what are the challenges? On this course, you’ll explore how technology has changed the way we invest money. You’ll consider the evolution of AI-driven online wealth management platforms, robo-advisors, and learn how they work and why they’re successful. Moving from human-based data-driven investing strategies to neural networks, you’ll assess the ability of artificial intelligence to make investment decisions and discover the role of AI and machine learning in making trading decisions.الوحدات
Introduction
-
2
Videos
-
3
Readings
-
1
Discussion
1
Discussions
- Introductions
2
Videos
- Fintech Innovations: Series Map and Learning Goals
- Fintech Innovations: Series Introduction
3
Readings
- Course Syllabus
- Help Us Learn More About You!
- Learning from a Case
Lesson 1
-
4
Videos
-
1
Readings
4
Videos
- Expected Returns, Standard Deviations, and Correlation
- Building an Efficient Portfolio
- Diversified Investments
- Exchange Traded Funds
1
Readings
- Case Reading: Wealth Management - A Case for Innovation?
Lesson 2
-
3
Videos
-
1
Readings
-
1
Discussion
-
1
Assignment
1
Assignment
- Case Discussion Participation
1
Discussions
- Case Activity: Create a Retirement Plan
3
Videos
- Robo-Advisors
- How do Pure Advisors & Robo-Advisors actually work?
- RoboAdvising: The Value Add of Robo Advisors
1
Readings
- Case Reading: Wealth Management and Robo-Advising
End of Module Activities
-
1
Assignment
1
Assignment
- End of Module Quiz
Lesson 1
-
2
Videos
-
1
Readings
2
Videos
- Stock Selection: Fundamental Analysis: The Passive Benchmark
- Stock Selection: Fundamental Analysis: Manager Performance
1
Readings
- Case Reading: Is Active Management Right for Us?
Lesson 2
-
3
Videos
-
1
Readings
3
Videos
- Stock Selection Screening
- Stock Selection Screening: Discovering Signals and Data Issues
- Stock Selection: Neural Networks
1
Readings
- Case Reading: Benchmarks vs. Signals
Lesson 3
-
3
Videos
-
1
Readings
-
1
Discussion
-
1
Assignment
1
Assignment
- Case Discussion Participation
1
Discussions
- Case Activity: Evaluate Portfolio Performance
3
Videos
- Stock Selection: Smart Beta: What is Smart Beta?
- Stock Selection Smart Beta: Creating a Smart Beta Index
- Stock Selection: Smart Beta Tilts
1
Readings
- Case Reading: Diving into Smart Betas
End of Module Activities
-
1
Assignment
1
Assignment
- End of Module Quiz
Lesson 1
-
1
Videos
-
1
Readings
1
Videos
- Demystifying the business of AI, machine learning, big data…
1
Readings
- Case Reading: The AI Revolution Comes to BAM
Lesson 2
-
2
Videos
-
1
Readings
-
1
Discussion
-
1
Assignment
1
Assignment
- Case Discussion Participation
1
Discussions
- Case Discussion
2
Videos
- AI/ML in investment management: Current applications
- AI/ML in investment management: Key value drivers and pitfalls
1
Readings
- Case Reading: Robots in the Stock Market
End of Module Activities
-
1
Assignment
1
Assignment
- End of Module Quiz
Course Feedback
-
2
Readings
2
Readings
- Course Feedback
- Keep Learning with Michigan Online
Auto Summary
"**Innovations in Investment Technology: Artificial Intelligence**" is an insightful course within the Business & Management domain, designed to explore the transformative impact of AI on investing and wealth management. This course, offered by Coursera, delves into the evolution of AI-driven investment platforms and robo-advisors, explaining their mechanisms and success factors. Learners will transition from understanding traditional human-based, data-driven strategies to advanced neural networks. The course provides a comprehensive assessment of AI's capability in making informed investment decisions, emphasizing the role of machine learning in trading. With a duration of 600 minutes, this foundational level course is accessible through Coursera’s Starter and Professional subscription plans. It is ideal for individuals keen on understanding the intersection of technology and finance, particularly those interested in the latest advancements in AI for investment management.
Andrew Wu
Robert Dittmar