As the amount of data in our world continues to grow at an exponential rate, big data technologies and practices are evolving rapidly. Enterprises are now striving to evolve from descriptive analytics to predictive analytics. This need has fueled the rise of data science and machine learning (ML) as a prime enabler of data-driven predictive value. Data science offers exciting capabilities for businesses to continually unlock the potential of their data through techniques such as predictive analytics, machine learning, and data mining.
Cloudera Data Science Workbench: Newly available on HDP, Cloudera Data Science Workbench is a secure, self-service enterprise data science platform that accelerates machine learning projects from research to production. It lets data science teams experiment faster and deploy with confidence, while reducing risk and cost of IT.
HDP leverages Apache Hadoop as the foundational platform for creating an enterprise data leak by breaking down existing data silos and leveraging all the available data.
Data Science is a Game Changer for Businesses: Data Science is an interdisciplinary field that combines machine learning, statistics, advanced analysis, and programming. It is a new form of art that draws out hidden insights and puts data to work in the cognitive area.
IBM Data Science Experience (DSX) is an enterprise platform for data scientists and data engineers. It offers out-of-the-box open-source and commercial data science tools including Studio, Apache Spark, Jupiter, and Zeppelin notebooks. DSX supports the entire data science, life-cycle from data preparation and ETL to model development and deployment. With DSX, companies can build predictive and machine learning models using their favorite tools, technologies, and libraries, while leveraging the scale, security and governance of the HDP platform.