Marco Susilo – Medium

Marco Susilo

Must Know Data Structures for Data Engineering

Throughout my career in the analytics space working as a data scientist and data engineer I have come across a number of data structures…

2 min readJan 8, 2024

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Must Know Data Structures for Data Engineering

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Marco Susilo

Modelling Many to Many Relationships in Amazon DynamoDB

By utilising Amazon DynamoDB to model many to many relational data we can utilise a service that has single digit millisecond performance…

6 min readJul 14, 2023

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Modelling Many to Many Relationships in Amazon DynamoDB

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Marco Susilo

Factors When Designing Modern Applications Part 2

When designing modern applications or software-as-a-service (SaaS) apps a multi step methodology can be utilised to ensure ideal/best…

2 min readFeb 3, 2023

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Factors When Designing Modern Applications Part 2

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Marco Susilo

Factors When Designing Modern Applications Part 1

When designing modern applications or software-as-a-service (SaaS) apps a multi step methodology can be utilised to ensure ideal/best…

2 min readAug 13, 2022

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Factors When Designing Modern Applications Part 1

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Marco Susilo

Must Know Docker Commands

Docker is a very useful and widely used service utilised frequently in machine learning pipelines when utilising cloud. Increasingly it is…

5 min readFeb 16, 2022

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Must Know Docker Commands

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Marco Susilo
in
Towards Data Science

MLOps level 2 — CI/CD + Continous Training

MLOps level 2 is about utilising automated CI/CD to enable rapid and reliable updates to pipelines in production, as well as other…

4 min readOct 1, 2021

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MLOps level 2 — CI/CD + Continous Training

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Marco Susilo
in
Towards Data Science

MLOps Level 1: Continuous Training

5 min readMay 9, 2021

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MLOps Level 1: Continuous Training

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Marco Susilo
in
Towards Data Science

MLOps Level 0 — Manual Pipelines

3 min readMay 3, 2021

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MLOps Level 0 — Manual Pipelines

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Marco Susilo
in
Towards Data Science

Steps of a Machine Learning Process

4 min readApr 29, 2021

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Steps of a Machine Learning Process

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Marco Susilo
in
Analytics Vidhya

Big Data Architecture Concepts

When ingesting, processing and analysing big data is not feasible using traditional systems a big data architecture is the way to go.

3 min readApr 26, 2021

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Big Data Architecture Concepts

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Marco Susilo

Marco Susilo

A Kaggle expert, certified Machine Learning Specialist AWS, passionate about cloud, analytics and technology. Founder of PassionIT (https://www.passionit.tech)

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