Types of analyses
In data science projects, different types of analyses are performed. These may include prediction, classification, pattern finding, forecasting, etc. You may also have to perform data clustering, sorting and trend analysis. These analyses can be done in one of two ways. Either with traditional statistics or with machine learning techniques. It’s important to realize that […]
The process of decision making
When you are in the process of decision making, what should you prioritize? Simply put, your data and access to that data must be a top priority. If you look at the value that your data loses over time and plot it on a graph, you will see that the most value is lost at […]
The Journey of implementing AI
Implementing AI is a long road. But what do you need to succeed on this journey? Many companies want to implement AI in some shape or form. But they need to understand that AI is not a plug and play solution. It is a journey you need to go on. And it’s important to consider […]
AI is not plug and play
AI is not plug and play. Data science is not plug and play either. We know the steps to take to make something work. The components for this process are crucial. Some of these components are algorithms and tools. But they’re not as free as they often claim to be. It’s important to realize that. […]
Is AI going to make things easy?
In this video, Martin Haagoort, CEO of Intellerts, gives his opinion to a very common question: Is AI going to make things easy? “Sometimes, AI appears to be the solution to every problem we have. It certainly feels like there are only success stories in the realm of AI. But when is AI actually going […]
Who is a Data Scientist?
Martin Haagoort, CEO of Intellerts, answers the question: Who is a Data Scientist? “Who is a Data Scientist? Apparently, it’s one of the most sexiest job in the world. Everyone apparently wants to be a data scientist and maybe that’s a good thing. Well, what is it exactly? Is it someone that has so many […]
Het Energietransitie Dashboard
Intellerts’ Energietransitie Dashboard toont en vergelijkt vernieuwende duurzaamheidskansen. Het dashboard combineert verschillende databronnen tot een uniek inzicht. Uitbreiding van databronnen is mogelijk. Groene toekomst Het Nederlands overheidsbeleid geeft richting aan hoe de Nederlandse samenleving als geheel kan bijdragen aan een groene(re) toekomst. Duurzaamheid in energiegebruik is een deeloplossing van dit doel en valt onder het […]
Data Science is a Team Sport
Data Science is a Team Sport. Data Science has developed fast in the last few years due to a range of technological advancements and the ubiquitous nature of structured and unstructured data. Now, Data Science has impacted every industry. Demand for specialized knowledge has increased. As a consequence individuals can’t master every aspect of Data […]
Why Data Science Projects Fail
More than 85% of Data Science projects fail, according to Gartner. Every step in data science has its own pitfalls. Avoiding them will dramatically increase the chance of project success. X COMMON MISTAKES Typically, tactical and strategic aspects dictate the success of a Data Science project. Often, it’s not because of operational issues. Tactical and strategic […]
Tell the story – Communicate your insights
Tell the story. The final step of the 8-step model is to bring together and communicate all of your insights. This is when compelling presentations and dashboards are created. EVALUATION FIRST Whether a project is following a short-cycled lean approach or a more traditional project methodology, you must evaluate your work before you tell your […]