The Ultimate Data Engineering Demo

Event Information

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Date and Time

Location

Location

Google Developer Space

80 Pasir Panjang Road

Level 2

Singapore, 117371

Singapore

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Event description
We will put together an end-to-end pipeline for data analytics, customer segmentation using AI and a recommender system using various tools.

About this Event

About Workshop

In this worshop we will put together an end-to-end pipeline for data analytics, customer segmentation using AI and a recommender system using jupyter lab, jupyter notebook, minio, spark, airflow, elasticsearch, logstash, kibana, kafka, postgres, clickhouse, apache arrow, tensorflow, tensorflow extended, TFX, keras, docker and kubernetes. 

During this workshop, Nat will highlight the reasons and the functions of each component, and spend some time playing with each of them, while building incrementally the full data-pipeline. Next to the analysis of each component, he will summarise do and don'ts for real-world data pipelines, aiming for a pragmatic approach to analytics and data science, away from hypes, and developer community marketing.

About Speaker

Natalino Busa is currently the founder of SELECT COUNT(*) data engineering services in Singapore. Nat has bootstrapped R&D teams and delivered digital products and data-driven applications for banking, retail, infotainment and telecom domains. He has worked in the past as lead engineer and scientist for Philips, and ING Bank in the Netherlands and DBS bank in Singapore, and currently Chief Scientist at Teko in Vietnam. Author for O'Reilly Media on Spark and Data Science Applications. Passionate about data science, data engineering, distributed computing, man-machine interfaces, AI and cloud computing.

Target Audience

Software Engineers, DevOps, DataOps, ML Engineers, Data Scientists

Prerequisites

  • Intermediate understanding of Python
  • Basic understanding of SQL
  • Basic understanding of Data Engineering
  • Basic understanding of Data Science
  • Basic understanding of Google Cloud Platform

Terms and Conditions

1. By signing up for this workshop, you agree to the following Terms and Conditions.

2. BigDataX reserves the right to amend these Terms and Conditions at any time.

3. By signing up to this workshop, you consent to be placed on BigDataX's mailing list.

4. Photographs and/or videos will be taken at this workshop for marketing, publicity and archival purpose.

5. Latecomers (after registration closes) will not be admitted unless prior arrangements have been confirmed with BigDataX 24 hours before the workshop.

Note

1. Registration is from 9am to 9:30am.

2. Due to venue constraints, we are unable to accept walk-ins on the day itself.

3. Due to many no-shows, we will start noting registrants with confirmed tickets but do not cancel it.

4. Depending on the number of no-shows, we will let people on the Eventbrite waitlist in between 9:20am to 9:30am. This is on a physically present first-come-first-served basis.

Date and Time

Location

Google Developer Space

80 Pasir Panjang Road

Level 2

Singapore, 117371

Singapore

View Map

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