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GENERATING ALPHA THROUGH AI: LEVERAGING GREENPLUM’S GENERATIVE AI CAPABILITIES


Nov 15 2023
Duration: 56 mins



PRESENTED BY

Martin Visser: Data Specialist Solutions Engineer & Ahmed Rachid Hazourli: Data
Solutions Engineer


ABOUT THIS TALK



- Are you curious to learn how leading financial institutions are utilizing
Greenplum’s AI capabilities to gain an analytical edge for smarter investment
strategies ? - Do you need a data warehouse that allows you to build advanced
analytics using vector embeddings, other unstructured data like text and
geospatial and that can also train any AI model ? - Are you looking to unlock
the vast amount of analyst, earnings reports and other pdf documents to optimize
the performance of your financial advisors and portfolio managers? Join us for
an insightful session and learn how the scalable machine learning and modeling
capabilities within Greenplum enable alternative data analysis, predictive
modeling, sentiment analysis, time series forecasting, and other techniques to
generate alpha. What you’ll learn by attending: Discover how Greenplum’s newest
capabilities in AI, machine learning, and Generative AI can drive tangible
business value by enabling more accurate forecasts, nuanced insights, and
accelerated decision-making. See live demonstrations of real-world use cases
leveraging Greenplum’s in-database Python, postgresML, pgvector extensions, and
other AI tools to: - Analyze real-time financial news - Detect Sentiment
Analysis and Forecast market trends - Detect signals and topics in unstructured
data like earnings calls, news, and social media - Combine data analytics with
full text search, geospatial filtering and vector semantic search all in a
single Greenplum data platform - Build Quantitative Analytics LLM Chatbot
leveraging Greenplum as a Vector database with LLM frameworks like LLamaIndex
and LangChain You’ll take away ideas and strategies to leverage Greenplum’s
advanced analytic functions for identifying profitable opportunities, managing
risk, and driving better investment outcomes.



Related topics:
VMware
Tanzu
Generative AI
GreenPlum
AI
Machine Learning
Forecasting
postgresML
Python


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