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AI Prowess: Harnessing Docker for Streamlined Deployment and Scalability of Machine Learning Applications

DZone

Machine learning (ML) has seen explosive growth in recent years, leading to increased demand for robust, scalable, and efficient deployment methods. Traditional approaches often need help operationalizing ML models due to factors like discrepancies between training and serving environments or the difficulties in scaling up.

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Fueling the next wave of IT operations: Modernization with generative AI

Dynatrace

As a result, organizations are turning to AI to automate tasks—from code development to incident response—to reduce manual effort and human error, and to boost workforce efficiency. At the same time, challenges remain as organizations aim to become more automated. Some of these challenges involve basic tasks—such as data collection.

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Technology predictions for 2024: Dynatrace expectations for observability, security, and AI trends

Dynatrace

Last year, organizations prioritized efficiency and cost reduction while facing soaring inflation. 2: AI-generated code will create the need for digital immune systems. In 2024, more organizations will experience major digital service outages due to poor-quality and insufficiently supervised software code.

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The path to achieving unprecedented productivity and software innovation through ChatGPT and other generative AI

Dynatrace

GPT (generative pre-trained transformer) technology and the LLM-based AI systems that drive it have huge implications and potential advantages for many tasks, from improving customer service to increasing employee productivity. GPTs can also help quickly onboard team members to new development platforms and toolsets.

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RSA guide 2024: AI and security are top concerns for organizations in every industry

Dynatrace

As organizations train generative AI systems with critical data, they must be aware of the security and compliance risks. blog Generative AI is an artificial intelligence model that can generate new content—text, images, audio, code—based on existing data. What is generative AI?

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What is IT automation?

Dynatrace

IT automation is the practice of using coded instructions to carry out IT tasks without human intervention. At its most basic, automating IT processes works by executing scripts or procedures either on a schedule or in response to particular events, such as checking a file into a code repository. What is IT automation?

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How organizations can build a strong DevSecOps maturity model based on best practices

Dynatrace

DevSecOps best practices provide guidelines to help organizations achieve efficient and secure application design, development, implementation, and management. DevSecOps practices build on DevOps, ensuring that security concerns are top of mind as developers build code. The education of employees about security awareness.