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Purdue University Daniels School of Business
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Добавлен 5 дек 2014
The Mitch Daniels School of Business offers internationally ranked programs at the bachelor’s, master’s, executive, and doctoral levels. Long named the Krannert School of Management, with the graduate school bearing the Krannert name, the new entity is now the Daniels School of Business. We are integrated into one of the world’s leading STEM universities. Technology needs business to change the world. Our students harness communication skills, hands-on learning, and analytical excellence to turn new discoveries into societal change.
Harnessing LLMs to build an Autonomous Marketing Agent
Establishing a social media presence and engaging with current trends within a specific domain is crucial for companies to emerge as thought leaders in their respective spaces. In this project, we have answered the question: Can small businesses with limited marketing resources use Generative Artificial Intelligence (GAI) to quickly identify domain-specific trends, optimize content creation and personalize marketing strategies? To address this question, we developed a Large Language Model (LLM)-powered marketing agent to autonomously generate social media posts aligned with trending news and social media topics. Results show that this agent can significantly increase social media post fre...
Просмотров: 1 844
Видео
Investment Analysis: An AI-Powered Chatbot for Mining Investment Insights
Просмотров 16 тыс.Месяц назад
Explore the power of Generative AI in revolutionizing financial analysis! This video delves into our research on automating metric extraction using advanced technologies including Large Language Models, NLP, vectorization, and RAG. Discover how we harnessed web scraping for collecting SEC filings and implemented cutting-edge NLP and vector search techniques for precise content retrieval. Learn ...
Hospitality Buzz Barometer
Просмотров 1,8 тыс.Месяц назад
In the ever evolving and competitive hospitality industry, introducing new venues is fraught with substantial hurdles, primarily driven by the ever-changing market landscape and the distinct charm of varied locales. Success in this arena demands a refined strategy, one that encompasses not just the immediate allure of a location but also a keen foresight into market shifts and a strategic posit...
Synthetic Data: Enhancing Privacy and Innovation in Healthcare Analytics
Просмотров 18 тыс.Месяц назад
In the digital era, healthcare faces the dual challenge of fostering innovation while protecting patient privacy. Vast amounts of patient data have the potential to revolutionize personalized care but must be safeguarded under regulations like HIPAA and GDPR. Synthetic data offers a promising solution by mimicking the structure of real patient data without compromising privacy. Our project expl...
Unlocking Retail Potential Using Demand Sensing Techniques
Просмотров 16 тыс.Месяц назад
Abstract: Our work outlines an innovative solution for optimizing retail product placement using demand sensing techniques. It addresses the challenge of stockouts and product accessibility by integrating real-time analytics with planograms, data visualization, and sales projections. Employing an LSTM model on extensive sales data, the solution achieved industry-leading accuracy in sales predic...
Effective Strategies for Reducing Employee Attrition in Warehouses
Просмотров 1,1 тыс.Месяц назад
Discover how a Fortune 500 CPG company tackled employee retention in their warehouses. Learn about key strategies and actionable solutions that reduced turnover by 10%, saving significant costs and improving employee satisfaction. Team: Theoni Dounia (www.linkedin.com/in/theoni-dounia/) Shourya Chouhan (www.linkedin.com/in/shourya-chouhan-082a261a2/) Archita Ray (www.linkedin.com/in/archita-ray...
Winning Strategies: Coaches help online students find success
Просмотров 78Месяц назад
Jamie Solomon, Michelle Regan and Kiley Kallengberger, online success coaches at Purdue's Mitchell E. Daniels, Jr. School of Business, describe how they help online students connect virtually, set goals, and take advantage of the academic support services and career resources available to them. Make sure to LIKE this video and SUBSCRIBE to our channel to keep tabs on everything the Mitchell E. ...
The Humanity behind AI for Decision Making
Просмотров 71Месяц назад
The future of AI is now and while some people ask if it will be humans vs. AI, Daniels School of Business faculty know AI will augment our processes, not replace humans. Join our webinar to explore the role of AI in business decision-making. We’ll discuss its use, common flaws, and human influence on AI algorithms and data models. Learn about Purdue’s Master of Business and Technology (MBT) pro...
Failing Forward: A look a challenges and trends in robotic systems
Просмотров 47Месяц назад
Robotics in industry have come a long way. Delve into their impact on businesses today. First, we will trace their history and integration into today's advanced technologies, including robotic arms, locomotion systems, and other robotic systems. We will discuss robotic trends, from technical limitations to ethical considerations. From artificial intelligence to human-robot collaboration, we'll ...
From Concept to Commercialization: Bringing innovations to market with Purdue
Просмотров 59Месяц назад
From Concept to Commercialization: Bringing innovations to market with Purdue What is the difference between change and innovation? With the rapid adoption of new technologies, what does commercialization mean? Dive into the world of technology commercialization and innovation. Join our webinar to learn about Purdue’s new Master of Business and Technology (MBT) program and our partnership with ...
Purdue Daniels Online Master of Global Supply Chain Management with MITx MicroMasters
Просмотров 862 месяца назад
Purchasing specialist Kazuki Koide shares how his role evolved and required him to deal with complex data challenges. Needing the right tools to excel, he started with the the MITx MicroMasters certification, but found he needed more. Here’s how he transitioned his certification into a full master’s and enhanced his career. Learn more about the MITx MicroMasters Pathway through Purdue: business...
Master’s in Business Analytics vs. Data Science: How one professional navigated the data landscape
Просмотров 1962 месяца назад
🎓 Vipin Suresh, a seasoned professional with over ten years of experience in the IT industry, shares his transformative educational experience. As a graduate of the Daniels School’s Master’s in Business Analytics program, Vipin overviews the high value of his master's in business analytics. 🔍 Key Takeaways: Business Analyst to ETL Consultant: Vipin’s career evolution-from a business analyst to ...
Nobel Laureate Vernon Smith Remembers Purdue University
Просмотров 1212 месяца назад
Nobel Laureate Vernon Smith, former Daniels School professor, Purdue honorary doctorate, and the namesake of the Vernon Smith Experimental Economics Laboratory (VSEEL) reminisces on his time at Purdue. Make sure to LIKE this video and SUBSCRIBE to our channel to keep tabs on everything the Mitchell E. Daniels, Jr. School of Business has to offer. Follow us on social media: purdue.university/bus...
The Center for Working Well at Purdue's Daniels School
Просмотров 882 месяца назад
Allison Gabriel and Kasie Roberson from the Center for Working Well at Purdue University's Mitchell E. Daniels, Jr. School of Business highlight the center's mission, curriculum offerings, research contributions and outreach initiatives. Make sure to LIKE this video and SUBSCRIBE to our channel to keep tabs on everything the Mitchell E. Daniels, Jr. School of Business has to offer. Follow us on...
Balancing Engineering and Business in Pursuit of a Racing Career
Просмотров 733 месяца назад
Balancing Engineering and Business in Pursuit of a Racing Career
Leaders Unplugged: A Conversation Between Mitch Daniels and Jim Bullard
Просмотров 1283 месяца назад
Leaders Unplugged: A Conversation Between Mitch Daniels and Jim Bullard
Customizable Programming Through Purdue's Center for Working Well
Просмотров 463 месяца назад
Customizable Programming Through Purdue's Center for Working Well
Students use Data for Good to Tackle Real-world Problem Solving and Innovation
Просмотров 313 месяца назад
Students use Data for Good to Tackle Real-world Problem Solving and Innovation
Ethical Integration of Artificial Intelligence in the Classroom
Просмотров 793 месяца назад
Ethical Integration of Artificial Intelligence in the Classroom
From Business Boilermaker to Business Owner: Antique Candle Co.
Просмотров 1304 месяца назад
From Business Boilermaker to Business Owner: Antique Candle Co.
Major in Quantitative Business Economics at Purdue University’s Daniels School of Business
Просмотров 5164 месяца назад
Major in Quantitative Business Economics at Purdue University’s Daniels School of Business
Leaders Unplugged: Mitch Daniels on Purdue's Tuition Freeze
Просмотров 2824 месяца назад
Leaders Unplugged: Mitch Daniels on Purdue's Tuition Freeze
Leaders Unplugged: Mitch Daniels Reflects on His Career at Purdue University
Просмотров 934 месяца назад
Leaders Unplugged: Mitch Daniels Reflects on His Career at Purdue University
Leaders Unplugged: Jim Bullard and Mitch Daniels Talk Business (Teaser)
Просмотров 734 месяца назад
Leaders Unplugged: Jim Bullard and Mitch Daniels Talk Business (Teaser)
Leaders Unplugged: Vision of Daniels School of Business at Purdue University
Просмотров 4945 месяцев назад
Leaders Unplugged: Vision of Daniels School of Business at Purdue University
Earning My Dream Degree: Online MS Human Resource Management
Просмотров 2985 месяцев назад
Earning My Dream Degree: Online MS Human Resource Management
My Personal Growth Through Purdue Daniels Online MBA
Просмотров 1085 месяцев назад
My Personal Growth Through Purdue Daniels Online MBA
Core Knowledge: The Daniels School's Online Graduate Certificate in Business Analytics
Просмотров 1486 месяцев назад
Core Knowledge: The Daniels School's Online Graduate Certificate in Business Analytics
Best in Class: Purdue's Online MSGSCM Degree
Просмотров 4086 месяцев назад
Best in Class: Purdue's Online MSGSCM Degree
Introducing Purdue's Master of Business and Technology
Просмотров 5056 месяцев назад
Introducing Purdue's Master of Business and Technology
💐👍
All the Best Team
Kudos to the unique & innovative mind's working on a most important field of healthcare, which I am sure would help many 👌💐👏👏👏👍. Congrats & Best wishes....
impressive!!!!
Good job congrats
Need such projects for future
Congratulation karan karnik❤
All the Best. Great job
great work guys
All aspirants gather here
Great Idea.. 👍
yeah
Great articulation and concept
👍👍
Good job, all the best 🎊
Great Job Soham and team 🎉
Very well explained, the dashboard looks amazing!
Insightful
Amazing stuff!
Proud of you 👏❤
While synthetic data protects privacy and aids compliance, it may miss complex, real-world health patterns essential for accurate analytics. Analytical results from synthetic data alone can lack depth and reliability. Therefore, validation with real patient data is crucial for dependable healthcare insights.
Dumb
Nice work with the video! Idea Seems interesting…
i agree. i am sathvik btw
so basically rudimentary web scraping and a basic api plugin. Don't use buzzwords like ai when you dont know what it means.
If it was that simple it wouldn't have taken 6 months
@@sohamagarwal00 yeah it shouldnt have taken 6 months
Nice one! So basically lemme explain: - We did call APIs for the model, because building a model from scratch would have been difficult and expensive. But the issue with these base models were that they didn't perform well. models like the text-bison-32k were giving very low accuracy along with Gemini. It wasn't able to retrieve the right information. - Although we couldn't alter the model, we were able to change a lot of factors out of which the following worked for this problem statement. 1) Query Rephrasing: By transforming the query "What is the PPNE for 2018?" to "What is the Plant, Property, & Equipment value for 2018?", the model facilitates better matching in the documents where the acronym may not be explicitly used. The original text from SEC filings often does not directly match the query terms due to variations in terminology. By rephrasing the queries, we could bridge the gap between the query language and the language used in the documents, improving the effectiveness of text matching. 2) Dynamic Context Window Adjustment: The "dynamic adjustment" of the context window in the model refers to an iterative process where the model evaluates and adjusts the amount of text it considers generating accurate responses. Initially, the model retrieves a context that might typically suffice for answering a query. If this context, assessed by a character count (e.g., less than 100,000 characters), is deemed insufficient for a precise response, the model expands the window by including additional text or documents. This process continues until the context is sufficiently large, ensuring that the nuances and details necessary for accurate financial reporting are preserved in the model's responses, thereby adapting to the variable information density and relevance found in different sections of financial documents. These are about 2 out of the 7 points that we changed. Thanks so much for showing interest, id love to answer any more questions.
@@sohamagarwal00 so other than the simple api request and parameter changes. my main concern is promoting this half assed chatbot as ai powered when in truth it is nothing but a search and query feature for SEC filings. and saying that it still produces errors is basically stating that its a really bad search and query bot no better than a simple sql library.
My man that's not how SQL works. And also it's not just parameter changes. Why so salty 😂 who hurt you, I'll help out
Great way to enhance privacy!
Amazing analysis and good presentation
👏👏
Good ,All The Best
Insightful video !
Bravo
Bright minds at work! 🫰
Very useful info!
Excellent 👍
Chan good
Chaan keep going Vishal sagare Head swimming coach
All the best my dear ❤
Unique solution! Much needed in today's world.
❤
Amazing team that I worked with. Loved what we achieved!
Quite informative and interesting, Good Luck Team
Impressive analysis and vibrant presentation!
Nicely explained.
👍👍
Congratulations
Best wishes Pawan & the team
very informative! 😬
Great work! 👏
Good luck
Very interesting & informative project and well explained. All the best to the team.
Gud luck
Excellent 👍
All the Best Soham 👍