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Explainable AI 101

Explainable AI (XAI) is a set of tools and frameworks that can be used to help you understand how your machine learning models make decisions. This shouldn’t be confused with showing a complete step-by-step deconstruction of an AI model, which can be close to impossible if you’re attempting to trace the millions of parameters used in deep learning algorithms. Rather, XAI aims to provide insights into how models work, so human experts are able to understand the logic that goes into making a decision.

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Cloud Spanner 101

Cloud Spanner is the only enterprise-grade, globally-distributed, and strongly-consistent database service built for the cloud, specifically to combine the benefits of relational database structure with non-relational horizontal scale. It is a unique database that combines transactions, SQL queries, and relational structure with the scalability that you typically associate with non-relational or NoSQL databases.

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Compute Engine 101

Compute Engine is a customizable compute service that lets you create and run virtual machines on Google’s infrastructure. You can create a Virtual Machine (VM) that fits your needs. Predefined machine types are pre-built and ready-to-go configurations of VMs with specific amounts of vCPU and memory to start running apps quickly. With Custom Machine Types, you can create virtual machines with the optimal amount of CPU and memory for your workloads. This allows you to tailor your infrastructure to your workload. If requirements change, using the stop/start feature you can move your workload to a smaller or larger Custom Machine Type instance, or to a predefined configuration.

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Bigtable vs BigQuery

Last week, we took a look at Cloud Bigtable. For those who know a thing or two about big data, you may wonder how is Bigtable different from BigQuery. While these two services have several similarities, including “Big” in their names, they support very different use cases in your big data ecosystem.

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Google Meet adds richer UI and AI-driven features

Online meetings have been at the heart of work’s global transformation this past year. Long before the pandemic, they played a crucial role for distributed teams but now they’ve become the glue that holds the workday together for countless teams and organisations that used to share a physical workplace. With the hybrid model emerging as a core part of the future of work, the need for an immersive, secure and people-first approach to meetings has never been greater.

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Microsoft to open first datacenter region in Malaysia

Microsoft announced its “Bersama Malaysia” initiative which marks a big commitment to empowering Malaysia’s inclusive digital economy and advancing the nation’s digital transformation across the private and public sectors. As a part of the plan, Microsoft will establish its first datacenter region within the country to deliver trusted cloud services locally with world-class data security, privacy and therefore the ability to store data in-country. Microsoft also announced plans to skill a further 1 million Malaysians by end of 2023 to help create economic opportunities for people and businesses in the digital era. Microsoft also will help form the MyDigital Alliance Leadership Council to collaborate on cloud-first and digital-native policy recommendations.

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