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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Established Best Practices for AI & Data Project Management

Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! Artificial intelligence (AI) applications give organizations the opportunity to reduce employee workloads, free up time for more complex tasks, reduce human error, help humans make faster decisions, and improve customer service and customer engagement. However, many organizations don’t realize the benefits …

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

Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! Organizations of all sizes in every industry around the world are looking to Artificial Intelligence and advanced big data projects to provide a competitive edge, provide efficiencies, and improve ROI in today’s competitive landscape. As a result, this creates tremendous opportunity …

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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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Does Agile Work for Machine Learning?

Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! Millions of people worldwide and the vast majority of organizations implement Agile methodologies and Agile approaches on a daily basis to manage their various development projects. And for good reason: since the early 2000s, Agile has become a best practice for …

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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

Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! The best investment you can make is in yourself. When you advance your knowledge and capabilities, you advance your career. The return on investment (ROI) of education is clear: increased salary, increased opportunities, differentiation from others competing for time and talent, …

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Top 10 Reasons Why AI Projects Fail

Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! AI is everywhere it seems these days, but the truth is that many organizations are struggling to implement AI with success. The rate of AI project failure to be at around 70-80%. According to Gartner, 85% of Machine Learning (ML) projects …

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