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Announcing OpenAI Grove Cohort 2 OpenAI News

Announcing OpenAI Grove Cohort 2OpenAI News Applications are now open for OpenAI Grove Cohort 2, a 5-week founder program designed for individuals at any stage, from pre-idea to product. Participants receive $50K in API credits, early access to AI tools, and hands-on mentorship from the OpenAI team.

 Applications are now open for OpenAI Grove Cohort 2, a 5-week founder program designed for individuals at any stage, from pre-idea to product. Participants receive $50K in API credits, early access to AI tools, and hands-on mentorship from the OpenAI team. Read More  

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The ROI Problem in Attack Surface Management The Hacker Newsinfo@thehackernews.com (The Hacker News)

Attack Surface Management (ASM) tools promise reduced risk. What they usually deliver is more information.  Security teams deploy ASM, asset inventories grow, alerts start flowing, and dashboards fill up. There is visible activity and measurable output. But when leadership asks a simple question, “Is this reducing incidents?” the answer is often unclear.  This gap between […]

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Off-Beat Careers That Are the Future Of Data Towards Data Science

Off-Beat Careers That Are the Future Of DataTowards Data Science The unconventional career paths you need to explore
The post Off-Beat Careers That Are the Future Of Data appeared first on Towards Data Science.

 The unconventional career paths you need to explore
The post Off-Beat Careers That Are the Future Of Data appeared first on Towards Data Science. Read More  

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The Real Challenge in Data Storytelling: Getting Buy-In for Simplicity Towards Data Science

The Real Challenge in Data Storytelling: Getting Buy-In for SimplicityTowards Data Science What happens when your clear dashboard meets stakeholders who want everything on one screen
The post The Real Challenge in Data Storytelling: Getting Buy-In for Simplicity appeared first on Towards Data Science.

 What happens when your clear dashboard meets stakeholders who want everything on one screen
The post The Real Challenge in Data Storytelling: Getting Buy-In for Simplicity appeared first on Towards Data Science. Read More  

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Train Your Large Model on Multiple GPUs with Fully Sharded Data Parallelism MachineLearningMastery.com

Train Your Large Model on Multiple GPUs with Fully Sharded Data Parallelism MachineLearningMastery.com

Train Your Large Model on Multiple GPUs with Fully Sharded Data ParallelismMachineLearningMastery.com This article is divided into five parts; they are: • Introduction to Fully Sharded Data Parallel • Preparing Model for FSDP Training • Training Loop with FSDP • Fine-Tuning FSDP Behavior • Checkpointing FSDP Models Sharding is a term originally used in database management systems, where it refers to dividing a database into smaller units, called shards, to improve performance.

 This article is divided into five parts; they are: • Introduction to Fully Sharded Data Parallel • Preparing Model for FSDP Training • Training Loop with FSDP • Fine-Tuning FSDP Behavior • Checkpointing FSDP Models Sharding is a term originally used in database management systems, where it refers to dividing a database into smaller units, called shards, to improve performance. Read More