Video course · 9 chapters · 20 min · certificate
How AI & LLMs are Shaping Financial Advice, Analysis, & Risk Management Part 1 - by MIT
MIT's Andrew Lo on LLMs in finance: analysing financial reports, spotting market anomalies, building trust and oversight, governance, sentiment analysis, mitigating bias, fraud detection, trading algorithms and regulatory compliance.
What you'll learn
- Use LLMs to analyse financial reports
- Assess LLMs for spotting market anomalies
- Build trust and human oversight
- Apply sentiment analysis
- Mitigate LLM bias
- Address fraud detection and compliance
Chapters
9 chapters · 19:39-
1:19
01Reports Members
Analysing financial reports
Faster analysis.
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1:07
02Patterns Members
Subtle market patterns
Anomalies.
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3:34
03Trust Members
Building trust in advice
Human oversight.
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3:06
04Governance Members
Role and governance of LLMs
How to govern.
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2:30
05Sentiment Members
Sentiment analysis
Fear and greed.
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2:07
06Bias Members
Mitigating bias
LLMs are biased.
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1:58
07Fraud Members
Fraud detection
Unambiguously yes.
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2:05
08Trading Members
Trading algorithms
General-purpose models.
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1:53
09Compliance Members
Regulatory compliance
Deploying responsibly.
Jobs this course suits
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