Tag: Ai and machine learning
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Democratizing AI accelerators and GPU kernel programming using Triton
Posted on November 18, 2024, Level beginner Resource Length medium
Triton is a language and compiler for parallel programming. Specifically it is currently a Python-based DSL (Domain Specific Language) along with associated tooling, that enables the writing of efficient custom compute kernels used for implementing DNNs (Deep Neural Networks) and LLMs (Large Language Models), especially when executed on AI accelerators such as GP. By Sanjeev Rampal.
Tags ai-and-machine-learning cloud-and-infrastructure devops-and-ci-cd software-engineering miscellaneous
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How to use GPT to analyze large datasets
Posted on October 30, 2024, Level intermediate Resource Length medium
Absorbing and then summarizing very large quantities of content in just a few seconds truly is a big deal. As an example, a while back I received a link to the recording of an important 90 minute business video conference that I'd missed a few hours before. By David Clinton.
Tags data-and-analytics ai-and-machine-learning architecture-and-apis cloud-and-infrastructure
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Gmail rolling out Gemini-powered contextual smart replies
Posted on October 26, 2024, Level intermediate Resource Length medium
Following the announcement at I/O 2024, Google is now rolling out Contextual Smart Replies to Gmail for Android and iOS. Compared to Smart Reply, which dates back to 2017, the contextual version is "meant for detailed responses." Gemini "can analyze the context of an email" and suggest replies that are "tailored to your conversation." By Abner Li.
Tags miscellaneous cloud-and-infrastructure architecture-and-apis ai-and-machine-learning
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AMD sees next AI Chip in mass production later this year
Posted on October 10, 2024, Level beginner Resource Length medium
AMD plans to release its next-generation MI350 series chips in the second half of 2025. These chips include an increased amount of memory and will boast a new underlying architecture that AMD said will improve performance significantly over the prior MI300X and MI250X chips. By Reuters.
Tags ai-and-machine-learning business-and-emerging-tech leadership-and-career miscellaneous data-and-analytics
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AI bots now beat 100% of those traffic-image CAPTCHAs
Posted on September 27, 2024, Level beginner Resource Length medium
New research claims that locally run bots using specially trained image-recognition models can match human-level performance in this style of CAPTCHA, achieving a 100 percent success rate despite being decidedly not human. By Kyle Orland.
Tags ai-and-machine-learning leadership-and-career miscellaneous frontend-and-mobile business-and-emerging-tech
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AI in enterprise: Key applications, use cases, and examples
Posted on September 20, 2024, Level beginner Resource Length medium
Discover how AI is transforming enterprises with key applications, real-world examples, and implementation insights across industries. By Hiren Dhaduk.
Tags ai-and-machine-learning leadership-and-career miscellaneous data-and-analytics
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What is AI security?
Posted on August 19, 2024, Level beginner Resource Length medium
Short for artificial intelligence (AI) security, AI security is the process of using AI to enhance an organization's security posture. With AI systems, organizations can automate threat detection, prevention and remediation to better combat cyberattacks and data breaches. By Annie Badman, Matthew Kosinski.
Tags security-and-privacy ai-and-machine-learning cloud-and-infrastructure architecture-and-apis leadership-and-career
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How to use ChatGPT to write code: What it can and can't do for you
Posted on August 11, 2024, Level intermediate Resource Length medium
Can ChatGPT replace programmers? What programming languages does ChatGPT know? We answer these and your other generative AI coding questions. By David Gewirtz.
Tags ai-and-machine-learning software-engineering leadership-and-career data-and-analytics miscellaneous
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How Google's AI model Gemini got its name
Posted on July 8, 2024, Level beginner Resource Length short
Gemini got its first mention at I/O in 2023, when we briefly shared our first natively multimodal model was in training and already showing impressive capabilities. One year later, we've brought Gemini models to Search, Ads, Workspace, Pixel and more. As Gemini continues to make a name for itself, we wondered, where did that name come from? To find out, we asked the Google DeepMind team to share the origin story behind why they called it "Gemini." By Ari Marini.
Tags cloud-and-infrastructure ai-and-machine-learning how-to architecture-and-apis
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How to use AI in DevOps
Posted on June 26, 2024, Level beginner Resource Length medium
Did you miss a critical bug? Spent hours troubleshooting a failed deployment? DevOps professionals have been there more often than they'd like. By @clickup.com.
Tags ai-and-machine-learning data-and-analytics leadership-and-career devops-and-ci-cd
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Rapid progress in AI research and development faces hurdles
Posted on June 24, 2024, Level beginner Resource Length short
Major Chinese tech companies last week announced extensive price cuts for their large language model (LLM) products used for generative artificial intelligence, a move that experts say is tipped to speed up the application of AI models in the domestic market and in research. By Amber Wang.
Tags ai-and-machine-learning data-and-analytics leadership-and-career
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Qualcomm: Generative AI and impressive diversification signal a new era of growth
Posted on June 22, 2024, Level beginner Resource Length short
QCOM's entry into the AI chips market seems promising, with MSFT endorsing the ARM-based Snapdragon X Elite CPU chips as the "fastest, most AI-ready PC ever built." By Juxtaposed Ideas.
Tags security-and-privacy leadership-and-career ai-and-machine-learning