Global AI Community

In this episode of AI Dev Tools Today, Stephen Simon hosts Amit Arora on a deep-dive session on Preventing AI Model Drift, featuring insights into why image classification systems experience significant accuracy loss after deployment — and how to fix it. Watch here: https://lnkd.in/dTAReuSb This is essential for ML engineers, MLOps professionals, and data science leaders responsible for maintaining AI system performance under real-world conditions. #MachineLearning #ModelRetraining #GlobalAI

While machine learning engineers have long used AI to build software and develop and train AI models, the momentum and speed of change to AI-driven software requires frequent upskilling and reskilling to help them stay on track. This pace of change only exacerbates an existing issue: Talent with deep technical expertise is both harder to find and more expensive to hire. IDC predicts a global shortfall of 4 million developers by 2025. This looming talent gap makes upskilling your technical talent mission critical. Level 4 of the framework focuses on the skills needed by employees in engineering and coding-heavy roles who are building AI systems and products. Topics include deep learning and neural networks, as well as training, maintaining, and fine-tuning AI models. L&D is well positioned to help these engineering leaders upskill their teams — both current employees and those new to the company — so they are better equipped to quickly and effectively deliver the AI-powered applications that the business needs.

What makes an AI application truly production-ready? In the latest episode of AI Dev Tools Today, Stephen Simon and Haimantika discuss what it takes to go beyond prototypes — and build real, scalable systems. Watch the episode here: https://lnkd.in/eSJCdJZH This talk introduces vibe coding, a developer mindset focused on building applications that are scalable, secure, and future-proof. Topics covered: • The role of architecture diagrams in planning and scaling • Choosing the right tools to balance speed and maintainability • How prompt engineering can shape application behavior • Common pitfalls that lead to brittle or insecure systems #AIEngineering #VibeCoding #GlobalAICommunity

Creating with AI for business power users and developers While the first two levels focus on using AI, the third is centered on creating with AI. For many L&D leaders, this is where collaborating with technical leaders on AI upskilling can drive the greatest business impact. Level 3 includes business power users working with no- and low-code tools as well as seasoned developers. It covers skills like working with APIs (application programming interfaces) and getting hands-on practice with AI tools like Hugging Face and Semantic Kernel to do things like build custom GPTs for your organization. Employees at this level will benefit from hands-on practice, whether it’s building an AI application or using low-code methodologies to leverage large language models.

The first episode of AI Dev Tools Today is now live. In this episode, Stanimira and Stephen walk through how to build a task-specific AI agent using the Google Agent Development Kit (ADK) for Python, paired with MongoDB Atlas Vector Search. The agent automates a common real-world workflow: grocery shopping. The episode covers how AI agents can interact with vector databases to perform semantic search and make intelligent decisions based on user input and product data. Watch the full episode: https://lnkd.in/eShhQp2f #AIAgents #MongoDB #GlobalAICommunity

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Helping all employees apply AI to everyday work The second level is for employees who have gained basic AI fluency and are ready to get hands-on with AI. Core skills include chatbot prompting and collaborating with AI assistants, as well as how to think critically when using AI. Level 2 moves beyond education (how and why AI can help you with parts of your job) to practice, so people can learn firsthand how to harness AI for specific tasks and roles. This level is appropriate for all professionals, including leaders and managers. Every employee can benefit from topics such as building a generative AI strategy or using AI to foster a collaborative team culture.

Excited about AI's impact on society? Simon Hudson shares how technology like AI is shaping ethical conversations and our future. Check out this inspiring interview now! https://lnkd.in/e8kFgNfn #HumansInAI #ArtificialIntelligence #GlobalAICommunity

Excited about AI's impact on society? Simon Hudson shares how technology like AI is shaping ethical conversations and our future. Check out this inspiring interview now! https://lnkd.in/e8kFgNfn #HumansInAI #ArtificialIntelligence #GlobalAICommunity