#6 - Unlocking Business Value with Vector Databases – A Deep Dive

AI Demystified for Executives

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How To Replace A $100,000+ Salary Within 6 MONTHS Through Buying A Small Business w/ Alex Kamenca & Carley Mitus 57:50

1 year پیش57:50

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Alex (@alex_kamenca) and Carley (@carleymitus) are both members of our Action Academy Community that purchased TWO small businesses last thursday! Want To Quit Your Job In The Next 6-18 Months Through Buying Commercial Real Estate & Small Businesses? 👔🏝️ Schedule A Free 15 Minute Coaching Call With Our Team Here To Get "Unstuck" Want to know which investment strategy is best for you? Take our Free Asset-Selection Quiz Check Out Our Bestselling Book : From Passive To Passionate : How To Quit Your Job - Grow Your Wealth - And Turn Your Passions Into Profits Want A Free $100k+ Side Hustle Guide ? Follow Me As I Travel & Build: IG @brianluebben ActionAcademy.com…

حدود یک سال پیش 36:14

MP3•خانه قسمت

This episode of the AI Demystified for Executives podcast, presented by Dragonfly Risings School of Data and hosted by Andrew Psaltis, dives deep into the concept of vector databases. Discussing their importance in applying AI to business contexts, the episode explores the fundamentals of vector databases, their embedding models, and their applications across various industries. It highlights the increasing relevance of vector databases in AI-powered search and personalization, the impact of unstructured data, and the semantic meaning preserved in vector embeddings. Practical business use cases such as Walmart's search capabilities and Morgan Stanley's AI assistant are illustrated, along with potential challenges and considerations for integrating vector databases into existing systems. The episode emphasizes the transformative potential of vector databases in enhancing customer and employee experiences through improved search and recommendation systems.

13 قسمت

#Tech #MBA #Business #Andrew Psaltis

AI Demystified for Executives

#6 - Unlocking Business Value with Vector Databases – A Deep Dive

AI Demystified for Executives

published حدود یک سال پیش

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MP3•خانه قسمت

13 قسمت

#Tech #MBA #Business #Andrew Psaltis

همه قسمت ها

AI Demystified for Executives

1
#12 Implementing AI Agents—From Vision to Execution 46:03

16 weeks پیش46:03

46:03

In this episode of 'AI Demystified for Executives,' host Andrew Psaltis provides a comprehensive guide on implementing AI agents within organizations. The discussion includes aligning AI strategies with business goals, scoping use cases, and identifying tasks suitable for automation. Practical advice is offered on the build versus buy dilemma, pilot programs for quick wins, and developing internal expertise. The importance of selecting the right large language model (LLM), integrating tools, and continuous learning for AI agents is emphasized. Additionally, the episode addresses ethical considerations, regulatory compliance, and the development of governance policies to ensure responsible AI deployment. Real-world examples and research references are provided to support these strategies. References: StreamBench - Towards Benchmarking Continuous Improvement of Language Agents Code - https://stream-bench.github.io/ Paper: https://arxiv.org/abs/2406.08747 GTA: A Benchmark for General Tool Agents Code - https://github.com/open-compass/GTA Paper - https://arxiv.org/abs/2407.08713…

AI Demystified for Executives

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#11 - Understanding AI Agents 39:50

18 weeks پیش39:50

39:50

This episode of 'AI Demystified for Executives' explores the concept of AI agents, highlighting their fundamental differences from traditional chatbots and automation tools. Host Andrew Saltz describes AI agents as autonomous, decision-making software entities that can sense and respond to their environment, operate independently, and improve with experience. The episode outlines the four types of AI agents: simple reflex, model-based, learning, and goal-based, and provides real-world examples from Siemens, Oracle, and healthcare applications such as viz.ai. The strategic benefits and challenges of AI agents are discussed, emphasizing the importance of data privacy, ethical considerations, and human oversight. Frameworks for effective implementation and their potential future impact on productivity and operational efficiency are also covered.…

AI Demystified for Executives

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#10 - Deep Dive - The AI Usage Gap: From Shadow Innovation to Strategic Advantage 31:26

22 weeks پیش31:26

31:26

This episode covers three key themes: the gap between individual AI use and organizational strategy, the hidden potential of 'shadow AI,' and transitioning from ad hoc to strategic AI usage. It highlights communication, trust, and implementation as critical gaps hindering AI adoption and provides actionable steps for building an AI-ready culture. The episode stresses the importance of leadership alignment, up-skilling, and continuous learning, and concludes with an invitation to an upcoming workshop on AI strategy and implementation. See a list of our upcoming workshops here: https://www.dragonflyrising.io/events…

AI Demystified for Executives

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#9 - Quick Bytes: The AI Usage Gap: From Shadow Innovation to Strategic Advantage 9:31

24 weeks پیش9:31

9:31

This episode explores how organizations can bridge the gap between individual AI innovation and a cohesive organizational AI strategy. Highlighting studies that show a significant percentage of marketers and journalists using AI informally, it emphasizes the need for clear communication and governance to mitigate risks and capture innovation. The discussion touches on barriers like fear, unclear policies, and lack of training, which hinder open AI adoption. To build a successful AI strategy, executives must establish clear governance, build trust through transparency, and create recognition programs to foster a supportive learning culture. The episode promotes translating technical metrics into tangible business outcomes and preparing for the next deep dive into creating a culture that embraces AI.…

AI Demystified for Executives

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#8 RAG Deep Dive: Transforming Business with Retrieval Augmented Generation 36:55

25 weeks پیش36:55

36:55

This episode of the AI Demystified for Executives podcast delves into Retrieval-Augmented Generation (RAG) and its strategic importance for businesses. It covers the components of a RAG system, various use cases such as enhancing productivity and speeding up onboarding, and the challenges and steps for implementation. Real-world examples, like Morgan Stanley's use of RAG, illustrate the potential benefits. Key points include vector databases, document processing, and hybrid retrieval approaches, alongside practical tips for evaluating and implementing RAG in enterprises.…

AI Demystified for Executives

1
#7 - RAG: Bridging AI and Business Data for Executives - Quick Bytes 8:35

25 weeks پیش8:35

8:35

In this podcast episode, host Andrew Psaltis of Dragonfly Risings School of Data discusses how executives can leverage Retrieval Augmented Generation (RAG) to make AI systems business ready. Highlighting the benefits of RAG and practical applications to help you understand how you can apply this to your business.…

AI Demystified for Executives

28 weeks پیش2:06

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How To Replace A $100,000+ Salary Within 6 MONTHS Through Buying A Small Business w/ Alex Kamenca & Carley Mitus 57:50

AI Demystified for Executives « »
#6 - Unlocking Business Value with Vector Databases – A Deep Dive

#6 - Unlocking Business Value with Vector Databases – A Deep Dive

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همه قسمت ها

1
#12 Implementing AI Agents—From Vision to Execution 46:03

1
#11 - Understanding AI Agents 39:50

1
#10 - Deep Dive - The AI Usage Gap: From Shadow Innovation to Strategic Advantage 31:26

1
#9 - Quick Bytes: The AI Usage Gap: From Shadow Innovation to Strategic Advantage 9:31

1
#8 RAG Deep Dive: Transforming Business with Retrieval Augmented Generation 36:55

1
#7 - RAG: Bridging AI and Business Data for Executives - Quick Bytes 8:35

1
#6 - Unlocking Business Value with Vector Databases – A Deep Dive 36:14

1
#5 - Quick Bytes - Vector Database 10:49

1
#4 - Deep Dive - Unlocking the Power of Neural Networks in Business 29:46

1
#3 - Quick Bytes - Introduction to Neural Networks 8:33

1
#2: Deep Dive - Why AI is reshaping the competitive landscape 40:34

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#1: Quick Bytes - Why AI is reshaping the competitive landscape 5:58

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AI Demystified for Executives Podcast Intro 2:06

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AI Demystified for Executives « » #6 - Unlocking Business Value with Vector Databases – A Deep Dive

#6 - Unlocking Business Value with Vector Databases – A Deep Dive

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Affresh Washing Machine Cleaner, Cleans Front Load and Top Load Washers, Including HE, 6 Tablets

Ring Indoor Cam (newest model) — Home or business security in 1080p HD video, White

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#6 - Unlocking Business Value with Vector Databases – A Deep Dive