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Data engineering 101: Data, Define & Decision

August 3, 2024 @ 9:00 am - 12:00 pm

99₫ – 149₫

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Language in the workshop: Vietnamese

A common problem for a company looking to expand and develop its business is organizing a data system to address issues like Go to Market, Operation, and Risk Management.

So, where do we start to solve these problems?

How should data be collected to build a Data Platform?

How should a Data Engineering team be structured to be effective and meet the business’s current needs at each stage of development, while ensuring Scalability?

In the workshop “Data engineering 101: Data, Define & Decision,” speaker Cảnh Trần (Calvin) – Senior Data Engineer – Owner of the YouTube channel Data Guy Story, will specifically share the approach of someone who has worked with data for over 5 years in the Southeast Asian market on three main factors: #Tool, #Team & #Mindset.

Additionally, Quân Mai – Senior Solution Consultant at NFQ VN, a senior expert with over 9 years of experience in the software field, having held various roles at famous IT corporations like Robert Bosch Engineering, SAP, ELCA, FPT Software, and now NFQ, will share interesting perspectives from a technology professional in business development.

The workshop will be moderated by Võ Hoàng Nam – Former Co-founder of Fundiin – the top Buy Now Pay Later startup in Vietnam, having raised over $5M in Series A funding.

Special: You will have the opportunity to “see and experience” practical hands-on “Building a basic Data Platform System to solve problems for Fraud detection & Credit Scoring from a financial company on the AWS environment.”

Where and when

Date: August 3, 2024

Time: 9 AM – 12 PM

Location: NFQ office, 92 Nguyễn Hữu Cảnh, Bình Thạnh, HCMC

Total seat available: 50

Ticket Pricing

​+ VND 200,000 99.000 – Early bird (Registration before 20/07/2024)

​+ VND 250,000 149.000 – Standard (Registration after 20/07/2024)

Registration will close on 1/8/2024 (23:59)

Workshop Agenda
  • 09:00 – 10:00
    Panel Session
    Discussion on the main content of the Workshop and interaction with the speakers
    • 1.1 Topics:
      • Fraud Detection
      • Credit Scoring
    • 1.2 Outline:
      • Discuss business use cases of topics
      • Discuss the company’s data team
      • Data Mesh model in large companies
  • 10:00 – 10:30
    Tea Break – Meetup – Networking
  • 10:30 – 11:45
    Workshop
    • Sharing Session
      • Understanding the basic concepts of Data Platform and going through some practical examples.
      • Building a Data Engineering Team and Data Platform Orientation.
      • Stage 1: Small company, cost-optimized, and mainly needs quick analysis. In case the company requires data driving.
      • Learn how to build an effective team to solve problems at each stage of the company’s development.
      • Stage 2: has reached the stage where development is needed. Team Data Engineer grows with a larger number of members. And the business scale is larger, the system in phase 1 cannot optimize costs.
    • Hands-on Session
      • Prepare Resources and Data
        • Using Dataset: Financial company | Kaggle
        • AWS S3 bucket as Datalake
        • Presto for query engine
        • Spark for data processing
        • Airflow for scheduler
        • Jupyterhub for Data Scientist
        • Optional:
          • DuckDB
          • Postgres
          • Superset
          • LLM
      • 1-1 Practical Guide

Details

Date:
August 3, 2024
Time:
9:00 am - 12:00 pm
Cost:
99₫ – 149₫

Venue

NFQ Office
92 Nguyen Huu Canh Str., Ward 22, Binh Thanh District
Ho Chi Minh City, Viet Nam
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