Teaching Employees to Use AI Tools for Adoption

👨🏻💻 From RAG pipelines and Deep Agents to Edge AI and observability, the latest THRIVE-ONE microlearning delivers fast insight into the systems powering AI at scale. THRIVE-ONE Annual subscribers get access to new microlearning every week. Here's what just dropped: 🤝 🧠 "Cross-Functional Intelligence: Building the Adaptive, AI-Driven Organization" - Learn how AI-driven systems and open source tools enable organizations to operate as adaptive, connected, and continuously evolving ecosystems. 🧠 ⚙️ "Designing Reliable RAG Pipelines: A Practical Guide" - Build intuition for every stage of the RAG pipeline and learn practical techniques that make RAG systems accurate, stable, and trustworthy. 📡 🔍 "The Mechanics of Auto-Instrumentation" - Go beyond “zero-code” magic. Understand how auto-instrumentation really works — from agents and libraries to monkey patching and eBPF — and how to combine automatic and manual techniques for rock-solid observability. 🤖 🗂️ "Getting Started with Deep Agents" - See how Deep Agents plan, reason, and execute tasks by turning instructions into structured workflows, including task breakdowns, TODOs, and tool calls. ⚡ 🔒 "Edge AI: Fast, Private, and Efficient" - Explore how Edge AI delivers low-latency performance, reduces bandwidth costs, and improves privacy by keeping data on-device, plus the real-world challenges teams face at scale. THRIVE-ONE Annual = full access to 250+ microlearning tools, and SO MUCH MORE! 🏅 Bundle with any certification and save 40%! Enroll today: https://hubs.la/Q03ZtJY10 #AI #DevOps #CloudNative #Observability #PlatformEngineering"

🚀 Automate Your ML Workflows with MLflow! 🤖The #1 mistake with managing machine learning workflows? Not leveraging automation. With MLflow, say goodbye to repetitive tasks and hello to efficiency!🔥Here's what you'll learn:🌟 Set up an MLflow server for better tracking🔄 Perform nested hyperparameter sweeps🛠️ Deploy models as REST API servicesMost people don't know this, but MLflow ensures your ML lifecycle is both automated and reproducible. It's a game-changer for businesses looking to optimize their model management and deployment!👉 What aspect of your workflow are you looking to automate? Let's chat! 💬#BusinessAutomation #WorkflowAutomation #NoCode #Productivity #AI #Efficiency[Read More](https://lnkd.in/eTwFyYx9) https://lnkd.in/eTwFyYx9

The future is not about using AI. It’s about building AI that works for you. I’ve started my journey into learning the architecture behind the tools. It’s one thing to prompt a chatbot; it’s another thing entirely to build a system that understands your data, connects to your tools, and executes your tasks autonomously. I recently deep dive into the three pillars of modern AI systems: MCP, RAG, and AI Agents. Here is the breakdown of what I’m learning: 🔹 MCP (Model Context Protocol): The Connector Instead of manually uploading files, MCP acts as a secure bridge. It allows AI to "reach out" and interact directly with my local files, Google Drive, or Slack. It’s the infrastructure that makes AI part of my actual ecosystem. 🔹 RAG (Retrieval-Augmented Generation): The Researcher RAG ensures the AI stays grounded in reality. It searches through my specific documents to find facts, ensuring that any output is based on real data rather than "hallucinations." 🔹 AI Agents: The Executor This is where the magic happens. An Agent doesn't just answer a question; it completes a task. By using MCP to access data and RAG to understand the context, an Agent can think, decide, and act like automating a complex performance marketing report from start to finish. #MCP #RAG #AIAgents #upskill #learnings

🎉 Super proud to share that I've just unlocked Level **5** in the AI Accelerator Challenge by Outskill! 🔥 Here are my key takeaways from Level **5:** 🧠 **A practical way to build AI applications is to move from a simple prototype to intermediate skill-based workflows and then to advanced integrations such as MCP servers and multi-agent execution. This shows that strong AI products are not built in one step, but by gradually adding structure, modularity, and specialized capabilities.** 🔍 **Claude Code and Perplexity Computer can both build functional AI products, but they differ in setup and workflow. Claude Code offers greater local control and flexibility, while Perplexity Computer reduces setup friction through a cloud-based experience. Selecting the right platform depends on whether the goal is rapid experimentation, simplicity, or deeper customization.** ⚙️ **Even with advanced AI tools, developers must still handle API keys securely, manage rate limits, troubleshoot failures, and guide the system when it gets stuck. The session reinforced that building with AI is not fully automatic; strong results come from iterative testing, thoughtful intervention, and the willingness to experiment with unique product ideas rather than only copying existing solutions.** The learnings from this level have completely transformed my understanding of AI applications in real-world scenarios. ➡️ I'll be sharing updates of my journey and what I achieve in these 7 Levels #AI #LearningInPublic #AIAcceleratorbyOutskill

Yes, this post is 100% AI-generated. But before you scroll past, here is why that matters: AI isn’t here to replace the "what"— it’s here to accelerate the "how." When you’re moving between back-to-back meetings with startup founders, you don't have the luxury of a two-hour prep window. You have 15 minutes to nail the priorities and 15 minutes to define the future. In those moments, I don't want to be a "prompt ninja" staring at a blank screen. I need a partner that can: >> Scan internal docs and historical context in seconds. >> Crystallize messy data into actionable priorities. >> Free me up to focus on the one thing AI doesn't have: My IP. My value isn't in formatting a slide or summarizing a transcript; it’s the years of experience navigating complex buying cycles and solving scaling challenges for emerging enterprises. By offloading the "structure" to Gemini and Google Workspace, I spend my energy on the strategy that actually impacts the top and bottom line. AI generated the words you’re reading, but the insight behind them? That’s all human. If you’re looking to find that same efficiency in your own workflow, let’s talk. Google Workspace is leading this change by re-imagining content creation with Gemini in Docs, Sheets, Drive and more!! #BringAItoWork #AI #Gemini #GoogleWorkspace

AI is arguably the most impactful leverage point for your business. The clients we work with that have leaned into AI are outpacing their competitors. If you are an executive in the Utah area, I highly recommend you join this training.

We’re all thinking about how to incorporate AI into our work right now. But one thing that often gets overlooked is context. Without understanding how and why systems behave the way they do, even the best models struggle to make reliable decisions. Join us TODAY at 2PM(T-90 minutes!) to listen to some brilliant minds discuss how to bridge that gap in CloudOps Register here: https://lnkd.in/edXdcBZk #CloudOps #AI #PlatformEngineering #FinOps

AI is redefining the product development lifecycle. Scaling it across the enterprise requires the right foundation. In our latest whitepaper, Slalom and Microsoft explore how organizations can modernize product development with AI, eliminate legacy barriers, and build connected, intelligent workflows from strategy through delivery. If you are focused on moving beyond experimentation and driving measurable impact, this guide is for you. Download the whitepaper here: https://lnkd.in/gFVWqqGt #Slalom #Microsoft #Github #ZeroLegacy

✍️ Getting better results from AI isn’t about writing longer prompts—it’s about writing them better. Ashley Masters Hall shares five practical tips and four proven tricks to help you make Microsoft Copilot work with you, not just for you. 🔑 Learn how to: •  Refine your prompts for clarity and impact •  Unlock Copilot’s full potential in everyday workflows •  Turn AI into a true collaborator 👉 Dive into the insights and start prompting smarter today: https://lnkd.in/d5TJaRuu #MicrosoftCopilot #PromptEngineering #AIProductivity #WorkSmarter #ArtificialIntelligence #FutureOfWork #AITips