Top 10 things to consider when starting a Machine Learning project

Starting a machine learning project can be both exciting and daunting. However, with a bit of planning, preparation, and following best practices you can set yourself and your project up for success. In this blog post, we’ll go through the top 10 things to consider when starting a Machine Learning project. These steps are applicable …

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What is the CPMAI Certification?

AI & Data Best Practices The Cognitive Project Management for AI (CPMAI) methodology is the most widely adopted, vendor-neutral approach to running AI projects. Individuals and organizations are not just learning this approach, but also getting certified to run their AI projects successfully. So, what is the CPMAI certification and how can you put it …

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Established Best Practices for AI & Data Project Management

AI & Data Best Practices With all the talent, resources, and effort being put into AI projects, the failure rate should not be so significantly high. Indeed, there’s substantial good technology and talent that knows how to put technology to use for AI applications. The problem stems from the lack of following best practices for …

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The Critical AI and Data Skills you need as a Project Manager

AI & Data Best Practices There is significant and growing demand for skilled AI project managers and implementers across the whole range of AI capabilities. If you’re looking to get into managing AI projects, machine learning implementations, or advanced data projects of any type, or enhance your current skills, what are the most critical AI …

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How to apply CRISP-DM to AI and big data projects

Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! Those who run AI and machine learning projects know that they are data projects more than they are application development projects. After all it’s the data that AI and machine learning needs to be trained on and “learn” from. The primary …

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Why Can’t I use Agile or CRISP-DM to manage AI and Data Projects?

Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! Millions of people around the globe at organizations and vendors of all sizes certified on leading project management methodologies and approaches such as PMP, PRINCE2, Agile, ScaledAgile (SAFe), and CRISP-DM. Likewise, organizations are rushing to implement and adopt AI. Existing data-centric …

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The ROI of a CPMAI Certification

AI & Data Best Practices When evaluating if Cognilytica’s Cognitive Project Management for AI (CPMAI) certification is right for you it’s important to ask “What’s the return for me on this investment?” Afterall, you’re investing your time and money so you want to make sure that the return is worth it.  Fortunately, the ROI of …

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Top 10 Reasons Why AI Projects Fail

AI & Data Best Practices  After observing thousands of AI projects, Cognilytica has identified the top 10 reasons why AI projects fail and how you can learn from others to avoid becoming another AI failure statistic. Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! AI is everywhere it seems …

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