Nathan Cheng – Medium

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Nathan Cheng
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Towards Data Science

The Hierarchy of ML tooling on the Public Cloud

Not all ML services are built the same 🪛 🧰

8 min readMar 21, 2023

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2

Hidden technical debt in ML systems.

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Nathan Cheng
in
Towards Data Science

Multi-Stage Approach to Building Recommender Systems

Discover state-of-the-art approaches to building RecSys

9 min readJan 1, 2023

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Multi-stage Recommender System

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Nathan Cheng

Terraform: Provision Azure Data Platform with IaC

Full video tutorial showing how to spin up a data platform on Azure with Terraform

1 min readApr 23, 2022

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Terraform: Provision Azure Data Platform with IaC

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Nathan Cheng
in
Towards Data Science

Deploy FastAPI on Azure with Github Actions

Automate your deployment workflow with Github Actions

8 min readAug 6, 2021

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Github Actions workflow diagram.

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Nathan Cheng
in
Towards Data Science

Minimum Viable Streaming Dashboard in Power BI: Part 3

Featuring report development in Power BI Desktop and publishing reports to Power BI Service

10 min readApr 10, 2021

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Final Power BI Report using Push dataset.

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Nathan Cheng
in
Towards Data Science

Minimum Viable Streaming Dashboard in Power BI: Part 2

Featuring Push datasets and the Power BI REST API

12 min readMar 29, 2021

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Demo application architecture diagram.

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Nathan Cheng
in
Towards Data Science

Minimum Viable Streaming Dashboard in Power BI: Part 1

A two-part series on developing real-time streaming dashboards and their use cases.

8 min readJan 31, 2021

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Smooth animations in dashboard tiles.

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Nathan Cheng
in
Towards Data Science

Data Analyst Graveyard — The Valley of Death and Despair

A piece featuring why work as a data analyst can lose its meaning.

12 min readOct 4, 2020

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Grave of Data Analysts.

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Nathan Cheng
in
The Startup

Data Analyst Primer: The Essential Guide

An essentials guide for aspiring data analysts, priming you with the key skills you need to know to become one.

9 min readAug 27, 2020

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Data Science Venn Diagram.

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Nathan Cheng

Nathan Cheng

🛠 Data Analytics | Machine Learning Engineer @ Rackspace Technology. 📚 Writer for Towards Data Science. linkedin.com/in/nathancheng-data

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