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Caveat Computator: Navigating the Paradox of Foundation Model Dependency in the AI Ecosystem

As we witness the astounding meteoric ascent of Foundation Models (eg. transformer-based large language models LLM/SSN/LSSM), I can't help but feel both excitement and trepidation. These models, like OpenAI's GPT, have been revolutionizing a multitude of tasks, from summarization to anomaly detection to code generation. Despite the undeniable, almost surreal and unreasonable effectiveness of these…

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Natural Language Processing Specialization

Natural Language Processing Specialization is a comprehensive, hands-on concentration by Deep Learning AI, offered by Coursera. If you have been started working with NLP, and would like to understand the fundamentals and go beyond using libraries (CoreNLP, NLTK, etc), these four courses will provide you a good foundation to help build real-world solutions. Even if…

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Building Responsible AI - Taming the Bigot in the Machine for Trustable Models

Artificial Intelligence holds a great promise for mankind --- enterprises, education, government, public policy, building knowledge economy, and data driven decision making, we see the emergence of cognitive computing in different walks of life. However, the question of reliable, accountable, and fair artificial intelligence is still far from being answered. Michael McQuade, member of the…

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Azure+AI Conference - Orlando

Barring any issues with Covid-19, I plan to speak at Azure+AI Conference on April 6th - 9th, 2020 Walt Disney World Swan and Dolphin Resort, Orlando. My talk abstracts follow: Learning from Feedback – Explore Reinforcement Learning for Next Best Action with Azure Personalizer Reinforcement Learning is an approach to machine learning that learns behaviors…

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Explainability is Fundamental to Removing Data Bias

South Florida Software Developer Conference is a one day developer events on the topics including Machine Learning, AI, VR/AR/MR, IoT, ,NET Core, Visual Studio 2019, DevOps, MVC Framework, JavaScript, JQuery, SQL Server 2019, Business Intelligence, Software Testing, Xamarin/Mobile Development, cross platform development, Azure/Cloud, and Business/Career Development. Teaming up with TechLauderdale and Palm Beach Tech Association,…

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Denodo Datafest - My talk & Concluding Thoughts on Data Science @ Scale

Denodo Datafest NYC has concluded with excellent talks and discussions around data virtualization, real-time data APIs, information fabric, data catalogs, and real-world big data problems. It was great meeting and speaking to technologists and business professionals like Brian Hopkins, Michele Goetz, Luke Slotwinski, Mike Sofen, Nicolas Brisoux, Madeleine Corneli, Avinash Deshpande, Paco Hernandez, Kurt Jackson,…

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