Posit is a platform developed by actual data scientists that understand the actual "boring" problems that most data scientists face in a business setting. Each tool is purpose-built to solve a particular problem. Workbench makes it easy for everyone on your team to be working in the same environment from day one, with consistent software versions. Further, you get your choice of IDE and scalable compute. Connect is the "crown jewel" that allows push-button publication of reports, APIs and applications. This product means that key analyses are no longer lost in email or sent around as Excel files, but are shared in an enterprise-ready production platform. Package Manager is the least exciting, but solves a critical need around cyber security compliance.

I have worked on statistics, and this tool is amazing. From an intention of building statistics to great analysis.

So i have used many tensorflow,scikit platform and one of my friend recommended me this app after some years of experience in Python,R and Machine Learning. So this platform was a total game changer for me in terms of effectively using R and python language. Now i can easily club all my works into an extraordinary platform which have a great backup facility too. This platform gives you an super edge to focus on the analysis of your code rather than debugging and data cleaning. Honestly this gives you the professional vibe to implement and work on your data Science work. Another thing i like the most that you don't have to take tension for your project files and databases because each project have it's won file,database,library and environment.And even if you come after an year and load and run your project it will run smoothly like before.