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Deep Learning Conf 2016 Debugging DeepNets - practitioners black bookSecret Sauce to Building production quality Deep Nets more
Section: Full talk
Technical level: Advanced
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Deep Learning Conf 2016 Activations, Objectives and Optimisers - Nuts & Bolts of a DeepNetBuilding a good Deep Network is not an easy task. From the architecture of the network to various parameters - each choice is very crucial as it has a huge bearing on the performance (both accuracy and efficiency) of the DeepNet. Of these, three important component any practitioner must choose are : which Activation function, Loss/Objective Function and Optimiser to use ? more
Section: Full talk
Technical level: Intermediate
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Deep Learning Conf 2016 Building DeepNets using KerasIn todays world many ML teams have started to look towards DeepNets as potential models to build intelligent system. While DeepNets hold lot of promise, building them from scratch can be very time consuming. What is needed is elaborate library that will facilitate quick experimentation. Thats where Keras comes handy. Its moto is - “Being able to go from idea to result with the least possible dela… more
Section: Workshop
Technical level: Intermediate
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Anthill Inside 2018 Sarcasm Detection : Achilles Heel of sentiment analysisSentiment analysis has been for long poster boy problem of NLP and has attracted a lot of research. However, despite so much work in this sub area, most sentiment analysis models fail miserably in handling sarcasm. Rise in usage of sentiment models for analysis social data has only exposed this gap further. Owing to the subtilty of language involved, sarcasm detection is a hard problem. more
Section: Full talk
Technical level: Intermediate
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Anthill Inside 2018 Birds Of Feather (BOF) session: Hubs and spokes of AIIn this session, we will discuss the ‘not-so-glamourous’ aspects of wheel of AI. more
Section: Off The Record session
Technical level: Intermediate
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Anthill Inside 2019 NLP bootcampRecent advances in machine learning have rekindled the quest to build machines that can interact with outside environment like we human do - using visual clues, voice and text. An important piece of this trilogy are systems that can process and understand text in order to automate various workflows such as chat bots, named entity recognition, machine translation, information extraction, summariza… more
Session type: Workshop
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The Fifth Elephant 2023 Winter 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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The Fifth Elephant 2023 Winter "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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The Fifth Elephant 2023 Winter 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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The Fifth Elephant 2023 Winter 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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The Fifth Elephant November 2023 meet-up 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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The Fifth Elephant November 2023 meet-up 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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The Fifth Elephant November 2023 meet-up 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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The Fifth Elephant 2023 Winter 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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The Fifth Elephant November 2023 meet-up "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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The Fifth Elephant November 2023 meet-up 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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The Fifth Elephant 2024 Annual Conference (12th &13th July) AI-GOLD: Identifying Billion-Dollar AI Use CasesIt is a well-known fact that most (Gen)AI projects fail to deliver any return on investment (ROI) [1]. The reasons behind this are multifaceted. One fundamental reason is the pursuit of suboptimal, and at times entirely inappropriate, use cases. more
Session type: 30 mins talk
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The Fifth Elephant 2024 Annual Conference (12th &13th July) Product Management for AI-first products** In depth & exclusive content to help seasoned product managers transition into AI first world with tons of case studies and examples** more
Session type: Workshop
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The Fifth Elephant 2024 Annual Conference (12th &13th July) AI Product management: paradigm shift or old wine in new bottle?In this talk, we discuss why Traditional Software Product Management skills fall drastically short when building (Gen)AI Products. Why Product Management for (Gen)AI Products Requires Major Upgrade more
Session type: 30 mins talk
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Anuj Gupta
@anuj_gupta