Accepting submissions till 30 Oct 2023, 11:59 PM
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You can submit an experience talk for this meet-up. In your talk description, share the following details:
- What was the context of the problem or the organization?
- What approach did you pick to solve the situation?
- Why did you pick this approach?
- Did you compare this approach to any other available solutions?
- What was the outcome? What changed - for the better or the worse? Show before-and-after metrics.
- What did you learn from this process?
Speakers have to submit draft slides for their talks in order to get feedback from reviewers and editors. Talks will be confirmed only after review of slides.
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Accepting submissions till 30 Oct 2023, 11:59 PM
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Pragun Bhutani Analytics Engineering with dbt: Lessons from Intercom and blinkitSynoposis dbt is a SQL-first transformation workflow that lets teams quickly and collaboratively deploy analytics code following software engineering best practices like modularity, portability, CI/CD, and documentation. If you work in data or analytics engineering, there is a good chance you’ve heard of dbt over the last couple of years and may have even considered implementing it to manage the … more
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Vikram Vij Speaker Forecasting @ Samsung AdsSamsung Ads is an intuitive audience platform that delivers meaningful experiences reaching the right audience across screens, formats and devices. With more than 900M Mobiles and 150M Smart TVs, and the largest first party data set powered by ACR, we help marketers reach targets and enhance experiences that span digital landscapes. The business has grown 10x since 2015. more
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ravi theja Speaker Unlock the potential of LLMs by leveraging LlamaIndexAbstract LlamaIndex is a powerful framework that acts as a central interface between Language Model Libraries (LLMs) and external data. In this talk, we will dive into the reasons behind the development of LlamaIndex and explore its various basic building blocks/ components. We will discuss the different abstractions within llamaindex - indexes, retrievers, response synthesis, query engines. We w… more
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ravi theja Workshop instructor  LlamaIndex toolkit for building data-driven applications - hands-on workshopAbout the workshop This workshop will provide a comprehensive understanding of LlamaIndex and how to utilize Large Language Models (LLMs) along with the LlamaIndex toolkit to build a variety of custom data-driven applications. We’ll focus on leveraging the Retrieval Augmented Generation (RAG) paradigm to create powerful systems such as Q&A systems, chatbots, and data agents. A core component of t… more
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Anuj Gupta AI Maturity Continuum: A Three-Step Model to Understand Return On Investment (ROI) in AIBuilding AI models/systems doesn’t come cheap. Data, Compute Talent, Time - it all comes at a high price in the AI world. Given the size of the investment, be it a 0-1 startup or MNC, it is important to understand the ROI (Return On Investment) upfront. more
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Anuj Gupta Economics of AIIt is widely believed that the next few unicorns and decacorns will come from AI. This should hardly be surprising - AI is one of those once-in-a-lifetime technological advances that can change the life of every human on earth. Its impact on mankind will be no less than the impact of industrialization or electricity. more
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Anuj Gupta How to choose the Right AI Use CaseAs a Founder or a CXO, when one looks at AI and the crazy possibilities it brings, the first question that comes to mind is - what use case should I go after that will help me create a sustainable business? more
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Anuj Gupta "Build vs Buy" - It is not this vs that! Instead, in AI, always Buy then BuildA common dilemma for teams or executives is - to “build internally” or “buy from outside”. In software, both strategies have their own pros n cons. However, when it comes to AI, while the reasoning is much more convoluted, the answer is very simple - always Buy before Build! more
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Anuj Gupta Hiring for AI Roles - PhDs or Undergrads?AI is no stranger to anyone out there. Often dubbed as one of the most disruptive technologies in 21st century - AI has keen interest from every business leader out there. more
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