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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Generate synthetic sequential data with TimeGAN Time-series or sequential data can be defined as any data that has time dependency. Cool, huh, but where can I find sequential data? Well, a bit everywhere, from credit card transactions, my...
One good thing about the current pandemic (probably the only good thing) is that everyone stopped spending time commuting and got to spend that time on something else. We’re glad that some of those people were kind enough to spend that...
Data science teams should focus on analysing data and building models, not infrastructure management. Kubernetes is great! 1. “Kubernetes is a future proof solution.” Because it is super cool to say “future proof”. Nobody knows how the...
Reducing your AI bias with synthetic data In the latest days, countries have been assaulted by manifestations around a topic that we do not always give the attention we should: inequalities and discrimination in our society towards black...
Does it live up to the hype? Nowadays, it’s said that we can quantify privacy or, even better, we can rank privacy-preserving strategies and recommend the more effective ones. Well, we can suggest something that goes even a bit further and...
In today’s world where data science is ruling every industry, the most valuable resource for a company are not the machine learning algorithms, but the data itself. Since the rise of Big Data, a theoretical understanding that data is...
A set of techniques to ensure privacy while exploring data In recent years, we have witnessed numerous breakthroughs in machine learning techniques in a wide variety of domains, such as computer vision, language processing, reinforcement...
As the world moves towards digitalization, more and more personal and private information is being gathered every day. It’s a must to process and explore this data for organizations to innovate. In a new information era, where data is the...
Artificial Intelligence (AI) is changing our world rapidly and Deep Learning (DL) is one of its core contributors. The hype around DL is real and the technology has been evolving fast in the last few years. However, can it live up to the...
Bad data makes data scientists work harder, not smarter! It’s amazing how nowadays the majority of us understand that AI is the way to go when talking about becoming a market leader, regardless of the vertical where you’re into. But in...