What’s Dataiku ? Dataiku is an collaborative, end-to-end data science platform. It was founded in 2013. Their goal is to democratize access to AI, especially in enterprise. They provide a platform to handle AI end-to-end : from the dataset and data cleaning, through tuning algorithms and features selection, to the[…]
Both data warehouse and data lake will collect data from various sources, both internal and external. Data Warehouse The data warehouse only store structured data and needs a schema beforehand. The structure is optimized for commercial purpose and decision making. For example, it can extract orders from a regular database,[…]
A PaaS AWS is a Platform As A Service (PaaS) which allows to execute code serverless. They take care of environment updates, scaling, load balancing, You pay only for the resources consumed, on the contrary to AWS OC2 which factures for the uptime. Usage Data processing in real-time – for[…]
At one point, when you play with data, generating graphs on a Jupyter Notebook is no longer enough. Besides, my 300-dimensional vectors delivered in JSON format were not as sexy in the eyes of my colleagues as they were in mine. Unfortunate. But! There are Python tools to generate graphs[…]