The importance of data quality & profiling for the success of Machine Learning In today's world, businesses around the globe are generating a vast amount of data. To be able to adopt a data-driven initiative, organizations must manage data...
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Quais os erros que uma start-up não pode cometer? Qual a competência fundamental para exercer a liderança? Estas são duas das cinco questões a que o cofundador e CEO da YData respondeu. Saiba a opinião de Gonçalo Martins Ribeiro, sobre...
Leverage EDA to beat GANs challenges Machine Learning has mainly evolved as a model-centric practice where achieving quality results is left pending small data processing efforts and instead concentrated on experimenting with families of...
Digging beyond the standard data profiling Pandas Profiling was always my goto-secret tool to understand the data and uncover meaningful insights, in a few minutes, under a few lines of code. Whenever I was given a new dataset, I would...
Gonçalo Martins Ribeiro, sócio fundador e CEO da YData, e Fabiana Clemente, sócia fundadora e Chief Data Officer da YData. A startup portuguesa YData, da área de Inteligência Artificial, foi eleita “Best Newcomer” nos South Europe Startup...
A practical guide to generating synthetic data using open-sourced GAN implementations The advancements in technology have paved the way for generating millions of gigabytes of real-world data in a single minute, which would be great for...
Data-centric AI and the reshape of the tooling space The end-to-end development of Data Science solutions can be broadly described as the process of analysis, planning, development and operationalization of a business problem that can be...
A guide to go a step beyond with your data Lately, there has been a lot of discussion about data quality and its impacts on model performance. Mainly due to this presentation which highlighted this topic — model-centric vs data-centric,...
A place to discuss data quality for data science According to Alation’s State of Data Culture Report, 87% of employees attribute poor data quality to why most organizations fail to adopt AI meaningfully. Based on a 2020 study by McKinsey,...
Today, the AI Infrastructure Alliance (AIIA), a non-profit organization with 25 global members officially launched with the mission to create a robust collaboration environment for companies and communities in the artificial intelligence...
A tutorial on how you can combine ydata-synthetic with Great Expectations With the rapid evolution of machine learning algorithms and coding frameworks, the lack of high-quality data is the real bottleneck in the AI industry. Transform...
The answer is pretty obvious, right? Let’s take a deeper look at the P&C business. Like any other business nowadays, artificial intelligence also became a vital aspect of modern Insurance. Insurance companies seat on a gold mine of data,...
YData, the Lisbon-based startup that created the first data preparation platform to accelerate the development of AI solutions, has successfully closed a Seed funding round worth €2.33 million to fast-track its expansion across Europe and...