DataLab for Scientists is a new integrated data science platform that aims to address current issues with traditional tools. It allows for scalable, collaborative work with improved visualization and integration of multiple tools and languages. The platform can accelerate moving from research and development to industrial deployment of models. A use case demonstrated DataLab's advantages over traditional tools like RStudio and Hadoop, completing the same data analytics task over 4 times faster through its visual interface and Spark integration.