generative AI automation
generative AI automation on Beyond Market Intelligence: a running collection of 233 stories we have gathered and hand-picked because they are worth your time. Every post here touches on generative ai automation in some way — the news, the analysis, the deep dives, and the occasional surprise find. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work with data. New stories are added to this page as we find them, so check back if you want to keep up with what is happening around generative ai automation, or subscribe to the RSS feed to get them as soon as they are published. Browse the collection below, or head back to the homepage to see everything Beyond Market Intelligence is covering right now.
Formula Shopping List Generator
Introducing the Formula Shopping List Generator, a powerful tool designed to streamline your meal planning process. By selecting your meal options for the week, you can automate the generation of a consolidated shopping list. While your formula is functioning well, the challenge lies in aggregating the data into a simple, comprehensive list. Instead of using text-to-columns, which separates the formula from its output, consider exploring array functions or unique value aggregations to create a cohesive list that meets your needs effectively.
30 Data Science Projects for Beginners to Advanced (with Source Code)
Building a strong data science portfolio is essential for showcasing your skills and standing out to potential employers. "30 Data Science Projects for Beginners to Advanced" provides an invaluable resource, offering a curated list of projects that span various skill levels. Each project includes source code, real datasets, and step-by-step instructions to guide you through completion.
I built an Excel automation that turns a table into an org chart
In a quest to streamline the creation of organizational charts, I developed an Excel automation tool that transforms a simple table into a visually coherent org chart. As someone in internal control, I often face the challenge of building these charts manually in PowerPoint or Visio, which can become chaotic when team structures evolve. By inputting employee-manager relationships directly in Excel, the org chart is generated automatically.
Accessing data from a separate, closed workbook in a distinct folder tree, but without knowing the workbook name
Accessing data from a dynamically named CSV file can streamline your automated data collection process. If each result is stored in a unique folder based on a defined structure—like Region, Person, and Department—you can leverage VBA or Power Query to extract data efficiently. By utilizing cell values to specify the folder path, you can programmatically identify and access the latest CSV file within that directory, ensuring that you seamlessly retrieve the necessary data without needing to know the exact filename.
14 Machine Learning Projects for Beginners to Advanced (2026)
Embarking on a journey into machine learning can be both exciting and overwhelming. This article presents 14 carefully curated projects, organized by difficulty, that cater to everyone from beginners to advanced practitioners. Each project includes free datasets, starter code, time estimates, and valuable insights on how to enhance your work into a standout portfolio piece. By exploring these projects, you'll not only develop transferable skills but also create tangible results to impress hiring managers, empowering your career in this dynamic field.
Any way of mass data dumps in excel? Or Automation?
If you're dealing with massive data entries, like the 500,000 lines from your sales company, finding efficient ways to manage and combine reports is crucial, especially for an IRS audit. Instead of manually compiling and sorting, consider exploring automation tools that can streamline the process. Utilizing Excel's Power Query can help consolidate your data from multiple reports quickly and efficiently. Embracing these innovative solutions not only saves time but also empowers you to focus on analyzing the data rather than just compiling it.
Any faster way to merge large Excel reports automatically?
Are you struggling to merge large Excel reports automatically? If you're dealing with financial and operational data generated daily, the task of manually combining multiple reports can be daunting and time-consuming. Even tools like Power Query may fall short when handling thousands of rows across numerous files. Fortunately, there are more efficient approaches to streamline this process. By exploring automation tools designed to effortlessly pull and merge your reports into a structured dataset, you can reclaim valuable time and enhance your data analysis capabilities.
My Workbook Has Too Much Going On And Keeps Freezing
It sounds like you're experiencing significant performance issues with your Excel workbook, especially when handling large datasets across multiple sheets. As a Customer Services Manager, your need for efficient scheduling and error tracking is crucial. Fortunately, there are several strategies you can explore to optimize your workbook and reduce freezing times. These may include simplifying formulas, minimizing the use of volatile functions, or even considering alternative data management solutions that can handle larger datasets more efficiently. Let’s dive into actionable tips to enhance your experience.
How do I automate with excel by pulling files in my work shared network drive?
Automating your COI tracking sheet in Excel can greatly enhance efficiency for project managers monitoring insurance expirations. By pulling data from your shared network drive, you can streamline updates for each subcontractor’s COI files. This approach allows you to maintain an organized, color-coded visual of coverage statuses—green for good, yellow for renewal reminders, and red for expirations.
Way to automate sending Excel screenshot to WhatsApp groups
Automating the process of sending Excel screenshots to WhatsApp groups can significantly streamline your daily workflow. By leveraging innovative tools and techniques, you can eliminate repetitive tasks such as filtering data, capturing images, and typing messages. Imagine effortlessly generating a text list of dispatch codes and exporting filtered tables as images, all while improving efficiency. This transformation not only saves time but also enhances productivity, allowing you to focus on what truly matters in your fleet management tasks.
Formula/Method to display weekdays between 2 listed weekdays for a general weekday order schedule
Managing delivery schedules across multiple vendors can be complex, especially when their final order "drop" days differ. To streamline this process in Excel, you can create a formula that calculates the weekdays between each vendor's delivery days. For instance, if a vendor delivers on Mondays, Wednesdays, and Fridays, but has varying drop dates, you can automate the identification of auto-order days. This method allows you to visualize the days between drops, ensuring you never miss an order while simplifying your workflow.
Power Automate – Create separate Excel files per manager and email automatically
Power Automate can streamline your task of creating separate Excel files for each manager from your master workbook. By identifying unique manager emails, you can filter the relevant rows and generate individual workbooks that contain only the data for each manager. Automating the emailing process ensures that each manager receives their specific file directly in their inbox.
How to Become a Data Analyst (Step-By-Step Guide for 2026)
Navigating the path to becoming a data analyst can feel overwhelming, especially with advice ranging from mastering Excel to pursuing a master’s degree. The reality is more nuanced. Data analysts are crucial in transforming raw data into actionable insights, answering pivotal questions like why sales fluctuate or how customer behavior changes. This step-by-step guide for 2026 will clarify the essential skills, educational requirements, and practical experiences you need to thrive in this dynamic field.
Trouble coordinating auxiliary sheet in an online workbook to sheet w/ primary data
Are you struggling to keep your auxiliary "Release Tracking" sheet in sync with the primary "Master Schedule" in your online workbook? This common challenge can hinder your ability to manage faculty workload efficiently. By utilizing unique IDs and structured formulas, you can maintain the integrity of your tracking without cluttering the Master Schedule. In this guide, we’ll explore practical strategies to ensure your status selections on Release Tracking remain accurate, even as the Master Schedule evolves.
Best Machine Learning Certifications in 2026
In 2026, the landscape of machine learning certifications is more complex than ever, with countless options vying for your attention. Whether you’re transitioning into tech, expanding your developer toolkit, or seeking to elevate your existing data skills, choosing the right certification is crucial for proving your expertise. This guide will navigate through the best machine learning certifications available, highlighting what sets them apart and how they align with industry demands.
I over-engineered a Standalone Invoicing App in Excel 2003 using VBA ID-Locks & Hidden Sheets. 💼📊
Are your current invoicing solutions feeling outdated and cumbersome? Discover how I transformed Excel 2003 into a high-performance Project Manager optimized for German businesses, offering a cost-effective alternative to expensive subscription software. By leveraging advanced VBA logic, I created a seamless, standalone app experience that operates entirely offline—no monthly fees, just pure local automation. Dive into the details of this innovative tool, including UI locking and security features, and see how you can harness the power of legacy technology for modern needs.
![40+ Data Analyst Interview Questions and Answers for 2026 [Entry-Level Guide With Code]](https://www.dataquest.io/wp-content/uploads/2026/02/Data-Analyst-Interview-Timeline.png)
40+ Data Analyst Interview Questions and Answers for 2026 [Entry-Level Guide With Code]
Preparing for a Data Analyst interview can be daunting, especially when self-doubt creeps in: "Am I ready? What if I freeze?" This guide alleviates those concerns by providing over 40 essential interview questions and answers tailored for entry-level candidates. With a strong foundation in SQL, Python, and statistics, you can confidently navigate the interview landscape. Dive in to discover the insights and strategies that will empower you to showcase your skills and secure that coveted position in 2026. Let’s transform your anxiety into assurance.
Best Business Analyst Certifications in 2026
As you explore business analyst certifications, you’re likely seeking the right credential to elevate your career without unnecessary costs or delays. The decision can be daunting, especially with the range of options available. In 2026, the International Institute of Business Analysis (IIBA) offers three distinct levels of credentials, each tailored to different career stages. The Project Management Institute (PMI) also provides valuable certifications. This guide will clarify your choices, helping you make an informed decision that aligns with your professional aspirations.
Designing For Agentic AI: Practical UX Patterns For Control, Consent, And Accountability
In a world where technology can either empower or overwhelm, designing for agentic AI is crucial. Users crave autonomy, but they also need control, consent, and accountability in their interactions with intelligent systems. This guide presents practical UX patterns and operational frameworks that prioritize user trust and transparency. By integrating these design principles, organizations can build powerful systems that not only deliver results but also enhance user confidence.
Linking a persons name with their staff number, VLOOKUP only gives the last name in table array.
Are you struggling to link engineer names with their staff numbers in your aircraft maintenance logbook? If your VLOOKUP formula only returns the last name in the list, you're not alone. This common challenge can hinder your automation efforts, particularly when managing multiple engineers. By understanding how to properly set up your formulas, you can seamlessly populate names based on staff numbers. Keep reading to discover a straightforward solution that will help you streamline your logbook and enhance your workflow.
DataCamp Alternatives: Compare The Best Platforms Side By Side
Are you exploring the best platforms to learn data skills online? If you're considering DataCamp or looking for alternatives, you're not alone. Many learners seek a solution that truly fits their needs. In this guide, we'll compare top DataCamp alternatives side by side, highlighting their unique offerings and advantages. By the end, you'll have a clearer picture of which platform aligns best with your learning style and goals, empowering you to make an informed choice for your data journey.
Extracting Unique data based on case id without UNIQUE
Struggling with legacy reporting processes can feel like a never-ending cycle, especially when it comes to extracting unique data efficiently. If you’re looking to streamline your report automation while handling multiple entries for cases, there’s a way forward. By leveraging advanced Excel functions, you can create a dynamic solution that consolidates pet names by case ID without relying on UNIQUE or FILTER functions. Continue reading to discover step-by-step strategies that will transform your data handling and simplify your reporting process.
Data Science vs Data Engineering: Which Career Is Right for You?
Choosing between data science and data engineering can feel overwhelming, especially when job descriptions blur the lines between these two critical fields. While both roles harness the power of data and offer lucrative career paths, they cater to distinct skill sets and professional aspirations. If you're curious about which path aligns with your strengths and goals, this article will clarify their differences and help you make an informed decision. Dive in to discover insights that could shape your career trajectory in the data-driven landscape.
Formula or Macro to generate alternate shading of row groupings based on changed values in last column
Are you tired of manually shading rows in your donation tracking spreadsheet? Automating the shading of alternating blocks based on donor initials can streamline your reporting process, making it visually clearer to differentiate between donors. With the right Excel formula or macro, you can effortlessly highlight these groupings, ensuring that your data not only looks organized but also enhances your productivity. Dive in to discover how to simplify this task and transform your spreadsheet into an intuitive tool for tracking donations.