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Continual Learning: Methods and Application

The MLOps Blog

TL;DR: In many machine-learning projects, the model has to frequently be retrained to adapt to changing data or to personalize it. Continual learning is a set of approaches to train machine learning models incrementally, using data samples only once as they arrive. What is continual learning?

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Generative AI: Ushering a New Era in Knowledge Work Automation

Unite.AI

Traditionally, automation technologies have focused on data management tasks such as collecting and processing data. However, the rise of generative AI, with its inherent natural language capabilities, suggests that the focus of automation could shift dramatically.

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Automate call center quality assurance the right way

LevelAI

Automating the QA process is a solution that can address these shortcomings, but there are many pitfalls to avoid when automation contact center QA. Not all QA automation tools are made equal and vary wildly in scope and quality. Let’s delve into the potential pitfalls to avoid when automating call center QA.

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Empowering security excellence: The dynamic partnership between FreeDivision and IBM

IBM Journey to AI blog

“IBM Security QRadar EDR is like a powerful EDR–the built-in AI and automation make it fast, efficient and easy to use.” It remediates known and unknown endpoint threats in near real-time with easy-to-use intelligent automation that requires little-to-no human interaction.

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AI in DevOps: Streamlining Software Deployment and Operations

Unite.AI

Integrating DevOps into data processing involves automating and streamlining the process, known as “DevOps for Data” or “DataOps.” ” DataOps uses technology to automate data delivery, ensuring quality and consistency. Continuous learning is vital in DevOps for ongoing improvement.

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10 Best AI Email Inbox Management Tools (June 2023)

Unite.AI

Key Features: Hyper-personalized follow-ups to increase response rates Email variation testing for continuous improvement Unified inbox for managing all accounts at one place Multiple account support for enhanced deliverability Scalable outreach with no additional cost 3.

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AI vs Humans: Stay Relevant or Face the Music

Unite.AI

Job displacement due to automation is a significant concern, with studies projecting up to 39 million Americans losing their jobs by 2030. Lifelong Learning and Upskilling Continuous learning is essential due to persistent technological changes. The following essential strategies can be useful in this regard.

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