List: Notes From Industry | Curated by Pedram Ataee, PhD

Dec 8, 2021
11 stories
Notes From IndustryEssential Skills for Data Scientists
Pedram Ataee, PhD
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Towards Data Science
How to Avoid Cloud Bill Shock in Data Science ServicesA recipe to build an internet server in less than 30sec using ngrok
·4 min read·Nov 18, 2021
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Pedram Ataee, PhD
in
Towards Data Science
Git-Flow is the Source of Productivity, Not ConfusionNuts and bolts of the two most essential git-flows for startups
·7 min read·Jun 1, 2020
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Pedram Ataee, PhD
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Towards Data Science
How to Connect a Local or Remote Machine to a Databricks ClusterThe intersection of Databricks, Python, and Docker
·5 min read·Apr 11, 2021
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Pedram Ataee, PhD
in
Towards Data Science
How to Deploy on Kubernetes in Simple WordsA playbook for deploying a web application on a Kubernetes cluster
·7 min read·Oct 4, 2021
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Pedram Ataee, PhD
in
Towards Data Science
How to Build an Automated Development PipelineA playbook for developing software with minimum frustration
·8 min read·Oct 2, 2021
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Pedram Ataee, PhD
in
Towards Data Science
How to Learn CircleCI  in Simple WordsA playbook for creating a CI/CD pipeline as a data scientist
·6 min read·Sep 16, 2021
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Pedram Ataee, PhD
in
Towards Data Science
How to Learn Git in Simple WordsA playbook for protecting your job position as a data scientist
·7 min read·Sep 12, 2021
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Pedram Ataee, PhD
in
Towards Data Science
How to Create an Ubuntu Server to Build an AI Product Using DockerA collection of code snippets to build an Ubuntu server that is ready to develop a simple AI product.
·5 min read·Aug 27, 2021
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Pedram Ataee, PhD
in
Towards Data Science
How to Solve Traveling Salesman Problem — A Comparative AnalysisThrough 3 optimization methods: dynamic programming, simulated annealing, and 2-opt
·6 min read·Jun 14, 2020
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Pedram Ataee, PhD
in
Towards Data Science
Infrastructure as Code — Pros vs ProsAn essential methodology to build high-quality software
·6 min read·Jun 9, 2020
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Pedram Ataee, PhD
in
Towards Data Science
An Easy Python Wrapper for YouTube Data API 3.0A great tool to collect YouTube data and run interesting data science projects
·4 min read·Sep 4, 2020
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