Witam! Prezentacja będzie po polsku z technicznymi zwrotami po angielsku. Do zobaczenia wkrótce! ~RH
In our demo we'll cover the entire data science lifecycle in DSX (from data wrangling, to model development and deployment) and with the trained model we'll simulate intelligent vehicle data flow in Apache NiFi.
Data science holds tremendous potential for organizations to uncover new insights and drivers of revenue and profitability. Big Data has brought the promise of doing data science at scale to enterprises, however this promise also comes with challenges for data scientists to continuously learn and collaborate. Data Scientists have many tools at their disposal such as notebooks like Juypter and Apache Zeppelin & IDEs such as RStudio with languages like R, Python, Scala and frameworks like Apache Spark. Given all the choices how do you best collaborate to build your model and then work through the development lifecycle to deploy it from test into production?
Why Data Science on Big Data?
In this meetup you will cover the attributes of a modern data science platform that empowers data scientists to build models using all the data in their data lake and foster continuous learning and collaboration. We will show a demo of Apache Zeppelin, Apache Spark, Apache Livy and Apache Hadoop with the focus on integration, security and model deployment and management.
Data Science DEMO
The demo will cover the Data Science life cycle: developing models in a team environment, training the model with all the data on a Hadoop cluster, and deploying model into production. The model will be a Spark ML model.
- Robert Hryniewicz
- Cezary Głowiński
• 17:00 - Doors open
• 17:30 - 18:00 - Networking + Food & Drinks
• 18:00 - 18:45 - Intro/Presentations: Data Science Lifecycle in the Enterprise + High-level Overview of DSX* Local
• 18:45 ~ 19:30 - Demo: IoT & Data Science Trucking Demo on DSX with Apache NiFi
- 19:30 - Q&A
* DSX - IBM Data Science Experience - learn more: https://ibm.co/2At1qdH
Robert Hryniewicz has over 10 years working on various projects related to Artificial Intelligence, Enterprise Software, IoT, Robotics, Blockchain and more. Currently, he’s a Data Scientist and Evangelist at Hortonworks. Previously, Robert was a CTO at a Singularity Labs startup, Sr. Architect at Cisco, NASA et al. He’s a frequent speaker at DataWorks / Hadoop Summits.
Connect on LinkedIn - linkedin.com/in/roberthryniewicz (http://www.linkedin.com/in/roberthryniewicz)
Follow on Twitter - twitter.com/RobH8z (http://www.twitter.com/RobH8z)