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 …
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 …
Established Best Practices for AI & Data Project Management Read More »
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 …
The Critical AI and Data Skills you need as a Project Manager Read More »
AI & Data Best Practices You might be looking for an approach to use when running your AI project. Perhaps you did a search for AI project management methods or ways to manage an AI project. In doing so, you might have stumbled across some references to a Five Step process for running an AI …
The Five Steps for an AI Project: What you’re missing Read More »
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 …
How to apply CRISP-DM to AI and big data projects Read More »
AI & Data Best Practices Agile is failing hard when it comes to AI. Up to 80% of AI projects are failing, even in tech-forward firms that have implemented Agile in its most advanced and deepest forms. So, does Agile work for Machine learning? And if not why not and what are the alternatives? Join …
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 …
Why Can’t I use Agile or CRISP-DM to manage AI and Data Projects? Read More »
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 …
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 …
AI & Data Best Practices In this article, learn how to earn PDUs for PMP and other PMI Certifications with CPMAI training and certification. Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! The Cognitive Project Management for AI (CPMAI) Training and Certification offers many benefits. One of the benefits …
How can I earn PDUs for PMP and other PMI Certifications with CPMAI? Read More »
AI & Data Best Practices There is tremendous opportunity for people looking to manage AI & ML projects and there is a significant and growing demand for skilled AI project managers and implementers across the whole range of AI capabilities. So, you might be asking “how does a CPMAI certification enhance my career?” Read more …
How does a CPMAI certification enhance my career? Read More »
AI & Data Best Practices Organizations are looking for people with the right skills and knowledge to manage these projects. So, is the CPMAI Certification worth it? Absolutely! Join Thousands of Others Who are Certified in AI Best-Practices Get CPMAI Certified Today! Organizations across the world are looking to Artificial Intelligence (AI), Machine Learning (ML) …
AI & Data Best Practices The Cognitive Project Management for AI (CPMAI) methodology provides a step by step approach to AI project management that has seen significant success in enterprise, government, academic, consulting, and technology vendor implementations. This infographic provides an overview of CPMAI at a glance, but read below for more details. What …
Cognitive Project Management for AI – CPMAI At a Glance [Infographic] Read More »
AI & Data Best Practices Following a step-by-step repeatable, documented, and iterative approach will ensure project success. These steps provide an AI project template that provides guidance on each phase in development and provides an agile, flexible approach that allows you to iterate your project as needs change or you develop experience with AI systems. …
AI & Data Best Practices How do you plan an AI project? AI projects can be challenging, daunting, and scary, especially if you’ve never run an artificial intelligence or machine learning project before. Fortunately, there are proven, best practices approaches to running Artificial intelligence projects. How many Steps are in the Stepwise Approach to …
AI & Data Best Practices Following a step-by-step repeatable, documented, and iterative approach will ensure project success. These steps provide an AI project template that provides guidance on each phase in development and provides an agile, flexible approach that allows you to iterate your project as needs change or you develop experience with AI systems. …
A Step-by-Step Approach to Running AI and Machine Learning Projects Read More »
AI & Data Best Practices The Cognitive Project Management for AI (CPMAI) methodology is a vendor-neutral, data-centric, AI-specific, Agile methodology for running and managing AI, ML, and cognitive technology projects. Learn how this methodology is changing and improving the way AI & ML projects are run. Join Thousands of Others Who are Certified in AI …
What is the Cognitive Project Management for AI (CPMAI) Methodology? Read More »
Machine learning training data is not always readily available. In many cases, “ground truth” data is unavailable, can be difficult to collect, or is considered private, making its use difficult. Synthetic data is often used in scenarios where there isn’t sufficient training data available to be used in machine learning algorithms, especially in supervised machine …
Synthetic Data Generation Market: Research Snapshot Feb. 2022 Read More »
In order for machine learning systems to be able to create accurate generalizations, they must be trained on data. Advanced forms of machine learning, especially deep learning neural networks, require significant volumes of data to be able to create models with desired levels of accuracy. Customers often don’t have the resources to label large data …
Data Labeling Market: Research Snapshot Dec. 2021 Read More »
The topic of ethics and responsibility comes up frequently in the context of Artificial Intelligence, and for good reason. The concept of intelligent machines is scary to many people. Others are just as concerned about the increasing power that humans have over data and the potential for malicious use of powerful technology. To address these …
Many of the existing ethical AI frameworks currently released by government agencies, corporations, multi-stakeholder organizations and non-profit groups are lacking in different aspects of their ethical AI frameworks. As such, Cognilytica is releasing for general usage a template for ethical AI frameworks that can serve as a basis for individual organization AI implementations or as …
Cognilytica’s Comprehensive Ethical AI Framework Read More »
The pace of adoption for artificial intelligence (AI) and cognitive technologies continues unabated with widespread, worldwide, rapid adoption of AI and its various patterns. As a result, governments around the world are moving quickly to ensure that existing laws, regulations, and legal constructs remain relevant in the face of technology change and can deal with …
The race for competitive advantage in artificial intelligence (AI) is not just the domain of companies and organizations. Countries vie with each other for dominance in the space of AI, seeking competitive advantages for their industrial ecosystem, military and defense, academic institutions, and areas of private and public sector enterprise. Countries that can take advantage …
Worldwide AI Country Strategies and Competitiveness 2021 Read More »
Document ID: CGR-MLP20 | Last Updated: Dec. 8, 2020 Machine learning systems are core to enabling each of the seven patterns of AI. Machine learning platforms facilitate and accelerate the development of machine learning models by providing functionality that combines many necessary activities for model development and deployment. In this report, Cognilytica evaluates five major categories …
Document ID: CGR-DIG20 | Last Updated: Jun. 23, 2020 Digitization focuses on the capturing and extraction of value from non-digital data by converting it to a usable digital state. Digitalization expands upon the idea of digitization by addressing human-bound processes and processes that have previously been dependent on non-digital information. Digitization and Digitalization are seen …
Digitization and Digitalization Report (June 2020) Read More »
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