The morning of 25th May 2018 brought a new dawn in the digital era when the General Data Protection Regulation, popularly termed as GDPR, came into practice. As a strict regulation for private companies that sell or store personal information, the announcement came as an assurance to the citizens of EU and EEA who were apprehensive about the security of their sensitive … [Read more...] about How Business Data Supply Services Have Changed Post GDPR
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Best Public Datasets for Machine Learning and Data Science: Sources and Advice on the Choice
While shaping the idea of your data science project, you probably dreamed of writing variants of algorithms, estimating model performance on training data, and discussing prediction results with colleagues . . . But before you live the dream, you not only have to get the right data, you also must check if it's labeled according to your task. Even if you don't need to collect … [Read more...] about Best Public Datasets for Machine Learning and Data Science: Sources and Advice on the Choice
Applying Data Science, AI and ML to Industry and Commerce
Applying Data Science, AI and ML to Industry and Commerce Artificial Intelligence is deemed to be the main driver of the 4th Industrial Revolution. Until recently, practitioners have faithfully relied upon neo-classical models to make decisions and to measure performance, whether it's in financial organisations or marketing corporations. AI is the new technology that offers … [Read more...] about Applying Data Science, AI and ML to Industry and Commerce
The Challenges of Mobile App Development in the Age of Data Breaches
Being a mobile app developer is exciting, but it's a career path that requires constant attention to data privacy. Ongoing data breaches continually make people worried about where their information goes and what happens to it. Some of them ponder whether it's worth downloading apps at all if they could compromise privacy. Having an awareness of these risks helps app developers … [Read more...] about The Challenges of Mobile App Development in the Age of Data Breaches
Machine Learning Project Structure: Stages, Roles, and Tools
Various businesses use machine learning to manage and improve operations. While ML projects vary in scale and complexity requiring different data science teams, their general structure is the same. For example, a small data science team would have to collect, preprocess, and transform data, as well as train, validate, and (possibly) deploy a model to do a single … [Read more...] about Machine Learning Project Structure: Stages, Roles, and Tools
