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Learning Machine Learning
It’s an exciting time to learn about machine learning, data science and AI, but it isn’t always easy for “regular developers” to find their way ...
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Data Mesh: Beyond the Data Lake
While modern architectures like microservices have take the world by storm, the data world seems left behind. The world gradually migrated away from data warehouses, ...
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Ripped Machine Learning with Distributed Computing
Machine Learning with Distributed Computing are both relatively complex software architectures to wrap your head around. Through the years the solution stack has taken various ...
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Machine Learning Platforms
Machine Learning is clearly here to stay. While it is a far cry from actual Artificial Intelligence, it provides many invaluable and remarkable ways to ...
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Snaking Python Into Kubernetes
Getting applications written in various languages into neatly distilled containers can be challenging. Python has its sets of challenges. In this session we will look ...
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Operationalising Responsible AI
Recent advancements in the area of artificial intelligence and the exponential growth in technologies supporting this area has led to a proliferation in the number ...
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AI/ML for Non Data Scientists
AI/ML is no more a buzzword. It is now becoming an implicit expectation in every domain. Few have latched on to this early in the game ...
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The Art of Conversation (Design)
“I’m sorry, I don’t understand. Please try rephrasing your question” is not a sentence that is ordinarily exchanged between people face to face. And yet, ...
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Data DevOps is Real!
DevOps today is mostly associated with service and web-based applications. With the advent of ML and AI, data is now capable of driving innovation, thereby ...
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AI Powered Root Cause Analysis for Production Alerts
At PayPal, SRE team troubleshoots production alerts (from ~2500 applications and services). There is always an inherent urgency in resolving the alert. At times, we ...
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AI-eye in Augmented Reality
Applications and capabilities of Augmented Reality are enormous. When empowered by AI, it accelerates the global innovation landscape with immersive experiences. The convergence of these ...
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Video Stream Analytics
There are several solutions and use cases for real-time video stream analysis in the industry. Recently we encountered a situation where a customer wanted to ...
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Introduction to Data Streaming
While software is eating the world, those who are able to manage the huge mass of data will emerge out on the top. The batch processing ...
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AI-eye in Augmented Reality
Applications and capabilities of Augmented Reality are enormous. When empowered by AI, it accelerates the global innovation landscape with immersive experiences. The convergence of these ...
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Real-time Fraud Detection using Deep Learning
Traditional fraud protection methods in the Fintech industry have been rule-based, where a human defines the rules. However, this is not scalable due to latency ...
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Data-driven Decision Making in Ad-Tech
From looking for a new phone to deciding on what content one should work on Netflix, data-driven decision making has become an integral part of ...
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Data Science with Groovy
Groovy is a powerful multi-paradigm programming language for the JVM that offers a wealth of features that make it ideal for many data science and ...