Category: automation
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Why SaaS Product Management Is the Best Domain for Data-Driven Professionals in 2026
Why SaaS Product Management Is the Best Domain for Data-Driven Professionals in 2026 How I use analytics, automation, and AI to build better SaaS The post Why SaaS Product Management Is the Best Domain for Data-Driven Professionals in 2026 appeared first on Towards Data Science. Yassin Zehar Go to original source
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The Product Health Score: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n Automation
The Product Health Score: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n Automation How product, growth and engineering teams can converge on a single signal for better incident management The post The Product Health Score: How I Reduced Critical Incidents by 35% with Unified Monitoring and n8n Automation appeared first on…
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How to Automate Workflows with AI
How to Automate Workflows with AI Learn how to take a manual process and optimize it using AI The post How to Automate Workflows with AI appeared first on Towards Data Science. Eivind Kjosbakken Go to original source
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Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP
Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP Use Claude AI to monitor, analyse, and troubleshoot your n8n automation workflows through natural conversation. The post Deploy Your AI Assistant to Monitor and Debug n8n Workflows Using Claude and MCP appeared first on Towards Data Science. Samir Saci Go to…
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From Python to JavaScript: A Playbook for Data Analytics in n8n with Code Node Examples
From Python to JavaScript: A Playbook for Data Analytics in n8n with Code Node Examples Learn the basics of JavaScript through tiny n8n Code node snippets for sales data analytics The post From Python to JavaScript: A Playbook for Data Analytics in n8n with Code Node Examples appeared first on Towards Data Science. Samir Saci…
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AI Agents for Supply Chain Optimisation: Production Planning
AI Agents for Supply Chain Optimisation: Production Planning How to integrate an optimisation algorithm in a FastAPI microservice and connect it with an AI workflow to automate production planning. The post AI Agents for Supply Chain Optimisation: Production Planning appeared first on Towards Data Science. Samir Saci Go to original source
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The Stanford Framework That Turns AI into Your PM Superpower
The Stanford Framework That Turns AI into Your PM Superpower A human-centric guide to AI automation for product managers. The post The Stanford Framework That Turns AI into Your PM Superpower appeared first on Towards Data Science. Rahul Vir Go to original source
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Midyear 2025 AI Reflection
Midyear 2025 AI Reflection Impressions on agentic AI progress and the AI-2027 Jobocalypse scenario The post Midyear 2025 AI Reflection appeared first on Towards Data Science. Marina Tosic Go to original source
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AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job
AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job What two groundbreaking studies reveal about the future of human-AI collaboration, and the enterprise playbook for thriving in the AI agent era The post AI Agents Are Shaping the Future of Work Task by Task, Not Job by Job appeared…
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Agentic AI 103: Building Multi-Agent Teams
Agentic AI 103: Building Multi-Agent Teams Build multi-agent teams that can automate tasks and enhance productivity. The post Agentic AI 103: Building Multi-Agent Teams appeared first on Towards Data Science. Gustavo Santos Go to original source
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Reducing Time to Value for Data Science Projects: Part 2
Reducing Time to Value for Data Science Projects: Part 2 Leveraging automation and parallelism to scale out experiments The post Reducing Time to Value for Data Science Projects: Part 2 appeared first on Towards Data Science. Kristopher McGlinchey Go to original source
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The Automation Trap: Why Low-Code AI Models Fail When You Scale
The Automation Trap: Why Low-Code AI Models Fail When You Scale In the beginning, building Machine Learning models was a skill only data scientists with knowledge of Python could master. However, low-code AI platforms have made things much easier now. Anyone can now directly make a model, link it to data, and publish it as…
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How I Built Business-Automating Workflows with AI Agents
How I Built Business-Automating Workflows with AI Agents AI agents and automation are no longer just a trend — they are transforming how companies operate. In a previous article, I shared several case studies of AI Agents supporting the sustainability roadmaps of small, medium and large companies. AI Agents for Sustainability — (Image by Samir Saci) This is part of a…
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4 Levels of GitHub Actions: A Guide to Data Workflow Automation
4 Levels of GitHub Actions: A Guide to Data Workflow Automation Automation has become an indispensable element for ensuring operational efficiency and reliability in modern software development. GitHub Actions, an integrated Continuous Integration and Continuous Deployment (CI/CD) tool within GitHub, has established its position in the software development industry by providing a comprehensive platform for…
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Automate Supply Chain Analytics Workflows with AI Agents using n8n
Automate Supply Chain Analytics Workflows with AI Agents using n8n Why build things the hard way when you can design them the smart way? As a Supply Chain Data Scientist, I’ve explored various frameworks like LangChain and LangGraph to build AI agents using Python. Leveraging LLMs with LangChain for Supply Chain Analytics — A Control Tower Powered by…
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Master Bots Before Starting with AI Agents: Simple Steps to Create a Mastodon Bot with Python
Master Bots Before Starting with AI Agents: Simple Steps to Create a Mastodon Bot with Python I recently published a post on Mastodon that was shared by six other accounts within two minutes. Curious, I visited the profiles and… Continue reading on Towards Data Science » Sarah Lea Go to original source
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The Invisible Bug That Broke My Automation: How OCR Changed The Game
The Invisible Bug That Broke My Automation: How OCR Changed The Game The evolution of AI in test automation: from locators to generative AI (Part 3) Continue reading on Towards Data Science » Abdelkader HASSINE Go to original source
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Is Complex Writing Nothing But Formulas?
Is Complex Writing Nothing But Formulas? Text analytics hints at how volumes of writing get created In the broadest of strokes, Natural Language Processing transforms language into constructs that can be usefully manipulated. Since deep-learning embeddings have proven so powerful, they’ve also become the default: pick a model, embed your data, pick a metric, do some…
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Why Internal Company Chatbots Fail and How to Use Generative AI in Enterprise with Impact
Why Internal Company Chatbots Fail and How to Use Generative AI in Enterprise with Impact Start with the problem and not with the solution Background licensed from elements.envato.com, edit by Marcel Müller 2024 The most common disillusion that many organizations have is the following: They get excited about generative AI with ChatGPT or Microsoft Co-Pilot, read some…