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https://github.com/atgmello/awesome-articles

👨‍💻 Just a dump of cool/interesting articles I've read (or I'm just about to) and are worth saving.
https://github.com/atgmello/awesome-articles

List: awesome-articles

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👨‍💻 Just a dump of cool/interesting articles I've read (or I'm just about to) and are worth saving.

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# Table of Contents



1.  [Programming](#orgf9c0541)

    1.  [General](#org908facd)

    2.  [Generative Art](#org614a2b8)

    3.  [Git](#org2cd696d)

    4.  [Functional Programming](#org12d6bf5)

    5.  [Distributed Systems](#org282ac98)

    6.  [Python](#orga0bdde4)

    7.  [Clojure](#orgb9fd86c)

    8.  [Swift](#org049fd6f)

    9.  [Databases](#org8f9afde)

    10. [Web](#org1ada502)

    11. [Funny](#org4685e78)

2.  [Data](#orgfddea42)

    1.  [Data Science](#org63a9c6c)

        1.  [General](#org78c9643)

        2.  [MLOps](#org084be22)

        3.  [Viz](#org233f64d)

        4.  [Database](#orge34c456)

        5.  [Functional](#org4185035)

        6.  [DS4A](#org2af25df)

        7.  [Models](#org13f129e)

    2.  [Analytics Engineering](#orge9e0e64)

    3.  [Data Engineering](#orgf5c511b)

        1.  [General](#org9c82f27)

        2.  [Google Certification](#orga0a3ecc)

3.  [Emacs](#orgeaba1d6)

    1.  [Jupyter](#org792aac0)

4.  [Linux](#orga4aaab0)

5.  [Life](#orgd100604)

    1.  [Stoicism](#orgb02f48a)

    2.  [Buddhism](#org97413bf)

6.  [Etc](#orgddf3c31)

    1.  [Useful/cool Software](#org9dbf672)






# Programming






## General



-   [Video tutorials for modern ideas and open source tools. Calmly.](https://calmcode.io/)

-   [REPL Driven Design](https://blog.cleancoder.com/uncle-bob/2020/05/27/ReplDrivenDesign.html)

-   [FizzBuzz in too much detail](https://www.tomdalling.com/blog/software-design/fizzbuzz-in-too-much-detail/)

-   [100 opinions on programming](https://twitter.com/Conaw/status/1206036267185500161)

-   [Design Patterns](https://refactoring.guru/pt-br/design-patterns/python)

-   [The 10 Operating System Concepts Software Developers Need to Remember](https://medium.com/cracking-the-data-science-interview/the-10-operating-system-concepts-software-developers-need-to-remember-480d0734d710)






## Generative Art



-   [openFrameworks](https://openframeworks.cc/)

-   [Chromatocosmos](https://www.chromatocosmos.com/shop)

-   [Robots and Generative Art and Python, oh my!](https://www.generativehut.com/post/robots-and-generative-art-and-python-oh-my)






## Git



-   [Never rebase at Master](https://stackoverflow.com/questions/40551486/duplicate-commits-after-rebase-have-been-merged-into-the-develop-branch)






## Functional Programming



-   [Complexity and Functional Programming](https://kentcdodds.com/blog/classes-complexity-and-functional-programming)

-   [Functional programming design patterns by Scott Wlaschin](https://youtu.be/E8I19uA-wGY)

-   [Functional Programming in Scala](https://www.oreilly.com/library/view/functional-programming-in/9781617290657/)

-   [An Introduction to Functional Programming, Lazy Evaluation, and Streams in Python](https://yardsale8.github.io/stat489_book/index.html)

-   [Understanding Transducers Through Python](http://sixty-north.com/blog/series/understanding-transducers-through-python)

-   [Right and left folds, primitive recursion patterns in Python and Haskell](https://eli.thegreenplace.net/2017/right-and-left-folds-primitive-recursion-patterns-in-python-and-haskell/)

-   [Classes vs Modules](https://softwareengineering.stackexchange.com/questions/329348/classes-vs-modules-in-python)

-   [Domain Driven Design](https://fsharpforfunandprofit.com/ddd/)

-   [Solving Problems the Clojure Way - Rafal Dittwald](https://youtu.be/vK1DazRK_a0)

-   [OOP Theory vs Reality](https://www.reddit.com/r/ProgrammerHumor/comments/418x95/theory_vs_reality/)

-   [Object Oriented Programming is an expensive disaster which must end](http://www.smashcompany.com/technology/object-oriented-programming-is-an-expensive-disaster-which-must-end)

-   [Object-Oriented Programming - The Trillion Dollar Disaster](https://medium.com/better-programming/object-oriented-programming-the-trillion-dollar-disaster-92a4b666c7c7)

-   [Goodbye, Object Oriented Programming](https://medium.com/@cscalfani/goodbye-object-oriented-programming-a59cda4c0e53)

-   [Functional Programming Patterns Cookbook (JavaScript)](https://medium.com/free-code-camp/functional-programming-patterns-cookbook-3a0dfe2d7e0a)

-   [fklearn](https://medium.com/building-nubank/introducing-fklearn-nubanks-machine-learning-library-part-i-2a1c781035d0)






## Distributed Systems



-   [How to Diminish the Inevitable Failure of Distributed Systems](https://thenewstack.io/how-to-diminish-the-inevitable-failure-of-distributed-systems/)

-   [Designing Data-Intensive Applications](https://dataintensive.net/)

-   [Distributed Systems for Fun and For Profit](http://book.mixu.net/distsys/)

-   [Start your real-time pipeline with Apache Kafka](https://medium.com/@kavimaluskam/start-your-real-time-pipeline-with-apache-kafka-39e30129892a)

-   [Clean Micro-service Architecture](https://blog.cleancoder.com/uncle-bob/2014/10/01/CleanMicroserviceArchitecture.html)






## Python



-   [Poetry](https://python-poetry.org/)

-   [Deployment of Machine Learning Models](https://www.udemy.com/course/deployment-of-machine-learning-models/?start=0)

-   [Is Recursion Bad In Python?](https://beapython.dev/2020/05/14/is-recursion-bad-in-python/)






## Clojure



-   [Clojure and types](https://lispcast.com/clojure-and-types/)

-   [Clojure Style Guide](https://guide.clojure.style/)

-   [Geni - Clojure Dataframes](https://github.com/zero-one-group/geni)

-   [Sparkling - Clojure + Spark](http://gorillalabs.github.io/sparkling/)

-   [Reveal: Read Eval Visualize Loop for Clojure](https://github.com/vlaaad/reveal)

-   [Intro to Data Science in Clojure with Incanter and Gorilla REPL](https://github.com/drewnoff/openintro-gorilla-incanter)

-   [A whiff of data science in Clojure](https://jstaffans.github.io/posts/2017-11-14-clojure-data-science.html)






## Swift



-   [Swift Numerics](https://www.fast.ai/2019/01/10/swift-numerics/)






## Databases



-   [Datahike](https://alekcz.gitbook.io/datahike-tuts/appendix/videos-to-worth-watching)






## Web



-   [Netlify](https://www.netlify.com/)

-   [Running a Blog with Hugo, Emacs, and Netlify](https://600000.ml/post/building_blog_with_hugo_emacs_netlify/)






## Funny



-   [A Brief, Incomplete, and Mostly Wrong History of Programming Languages](http://james-iry.blogspot.com/2009/05/brief-incomplete-and-mostly-wrong.html)






# Data



-   [Resilience and Vibrancy: The 2020 Data & AI Landscape](https://mattturck.com/data2020/)






## Data Science






### General



-   [How does science really work](https://www.newyorker.com/magazine/2020/10/05/how-does-science-really-work)

-   [How to write a great research paper](https://youtu.be/uuoZ3becbXU)

-   [From Astronomy to Data Science](https://www.deepdyve.com/lp/springer-journals/from-astronomy-to-data-science-dJQ7A9ucii)

-   [Google’s Datasetsearch](https://datasetsearch.research.google.com/)

-   [120 Data Science Interview Questions](https://github.com/kojino/120-Data-Science-Interview-Questions)

-   [Data Science Interviews](https://github.com/alexeygrigorev/data-science-interviews)

-   [A Brief History of Liv Up’s Data Platform](https://medium.com/liv-up-inside-the-kitchen/a-brief-history-of-liv-up-data-platform-5ac403644c1c)






### MLOps



-   [CD4ML](https://martinfowler.com/articles/cd4ml.html)

-   [MLOps](https://ml-ops.org/)

-   [End to end ML workflow](https://ml-ops.org/content/end-to-end-ml-workflow)

-   [MLFlow vs Kubeflow](https://medium.com/weareservian/the-cheesy-analogy-of-mlflow-and-kubeflow-715a45580fbe)

-   [Demystifying the AI Infrastructure Stack](https://www.intel.com/content/www/us/en/intel-capital/news/story.html?id=a0F1I00000BNTXPUA5#/type=All/page=0/term=/tags=)

-   [Introduction to data pipelines and Kedro](https://www.youtube.com/watch?v=rf8yBHsDOj4&list=PLTU89LAWKRwEdiDKeMOU2ye6yU9Qd4MRo)






### Viz



-   [Streamlit](https://github.com/streamlit/streamlit)

-   [Redash](https://redash.io/)

    -   [Redash Query Filters](https://redash.io/help/user-guide/querying/query-filters)

    -   [Redash Query Parameters](https://redash.io/help/user-guide/querying/query-parameters)

-   [Metabase](https://www.metabase.com/)

    -   [Metabase Query Parameters](https://www.metabase.com/docs/latest/users-guide/13-sql-parameters.html)

    -   [Metabase Filters](https://www.metabase.com/docs/latest/users-guide/08-dashboard-filters.html)

-   [Apache Superset](https://superset.incubator.apache.org/)

-   [Plotly Dash](https://dash.plotly.com/)

-   [Open Source Embedded Analytics](https://medium.com/@eponkratova/iframe-src-open-source-embedded-analytics-for-saas-iframe-224a66e9b006)






### Database



-   [7 Database Paradigms](https://www.youtube.com/watch?v=W2Z7fbCLSTw)

-   [Open Distro for Elasticsearch](https://opendistro.github.io/for-elasticsearch/)

-   [OLAP cube with Elasticsearch](https://malike.github.io/OLAP-Cube-With-Elasticsearch.html)






### Functional



-   [fklearn](https://medium.com/building-nubank/introducing-fklearn-nubanks-machine-learning-library-part-i-2a1c781035d0)






### DS4A



-   [Matéria DS4A](https://neofeed.com.br/blog/home/no-softbank-a-aposta-em-inteligencia-artificial-comeca-na-base/)






### Models



-   [Estimating a Markov Transition Matrix from Observational Data](https://www.jstor.org/stable/2584334?seq=1)

-   [Markov Chains in Python](https://www.datacamp.com/community/tutorials/markov-chains-python-tutorial)

-   [Python Concurrent Futures](https://christophergs.com/python/2018/03/25/python-concurrent-futures/)






## Analytics Engineering



-   [datamindedbe @ Medium](https://medium.com/datamindedbe)

-   [Why DBT will one day be bigger than Spark](https://medium.com/datamindedbe/why-dbt-will-one-day-be-bigger-than-spark-2225cadbdad0)

-   [Trends — Analytic Engineering with Dbt or DataForm](https://blog.ml6.eu/trends-analytic-engineering-with-dbt-or-dataform-252afc8864ec)






## Data Engineering






### General



-   [Principled Data Engineering, Part I: Architectural Overview](https://medium.com/ssense-tech/principled-data-engineering-part-i-architectural-overview-6d4bdf89b657)

-   [What is Data Engineering: Explaining the Data Pipeline, Data Warehouse, and Data Engineer Role](https://www.altexsoft.com/blog/datascience/what-is-data-engineering-explaining-data-pipeline-data-warehouse-and-data-engineer-role/)






### Google Certification



-   [Data Dossier - Cheat Sheet from Linux Academy](https://app.lucidchart.com/lucidchart/0ca44a63-4ea4-4d78-8367-2465512d21be/view?page=5CetVcvv3YSZ#)

-   [Sample questions](https://cloud.google.com/certification/sample-questions/data-engineer)






# Emacs



-   [Cheatsheet](https://caiorss.github.io/Emacs-Elisp-Programming/Keybindings.html#sec-2)

-   [15 Reasons Why I Use Emacs, With GIFs](https://medium.com/better-programming/15-reasons-why-i-use-emacs-with-gifs-5b03c6608b61)

-   [Why I switched from VSCode to Emacs](https://hadi.timachi.com/2019/12/07/Why_I_switched_from_VScode_to_Emacs)

-   [Why Emacs](https://tecosaur.github.io/emacs-config/config.html)

-   [How do you create a robust Python IDE with Emacs (as the Text editor)](https://emacs.stackexchange.com/questions/9696/how-do-you-create-a-robust-python-ide-with-emacs-as-the-text-editor)

-   [A Baby Steps Guide to Managing Your Tasks with Org](http://emacslife.com/baby-steps-org.html#org63c0a18)

-   [An agenda for life with Org mode](https://blog.aaronbieber.com/2016/09/24/an-agenda-for-life-with-org-mode.html)

-   [How to create LaTeX documents in Emacs](https://opensource.com/article/18/4/how-create-latex-documents-emacs)

-   [Org Beamer Reference](https://github.com/fniessen/refcard-org-beamer)

-   [Awesome Doom Emacs config](https://tecosaur.github.io/emacs-config/config.html)






## Jupyter



-   [Conda, Jupyter and Emacs](https://martinralbrecht.wordpress.com/2020/08/23/conda-jupyter-and-emacs/)

    -   [Reddit discussion](https://www.reddit.com/r/emacs/comments/if37r1/conda_jupyter_and_emacs_my_setup/)

-   [Replacing Jupyter with Orgmode](https://rgoswami.me/posts/jupyter-orgmode/)

    -   [Reddit discussion](https://www.reddit.com/r/orgmode/comments/frlgkh/replacing_jupyter_with_orgmode/)

-   [Any Emacs Ipython Notebook (EIN) users willing to share secrets?](https://www.reddit.com/r/emacs/comments/hk4fps/any_emacs_ipython_notebook_ein_users_willing_to/)

-   [ein or emacsjupyter users here?](https://www.reddit.com/r/emacs/comments/i5xagf/ein_or_emacsjupyter_users_here/)






# Linux



-   [How do I free up disk space](https://askubuntu.com/questions/5980/how-do-i-free-up-disk-space)






# Life



-   [The Advantages of Closing a Few Doors](https://www.nytimes.com/2008/02/26/science/26tier.html)






## Stoicism



-   [The Daily Stoic: 366 Meditations on Wisdom, Perseverance, and the Art of Living](https://www.amazon.com.br/dp/B01HNJIJB2)

-   [This Is The Morning Ritual That Will Make You Happy: 4 Secrets From Stoicism](https://www.bakadesuyo.com/2018/05/morning-ritual-2/)






## Buddhism






# Etc






## Useful/cool Software



-   [Ventoy - Bootable USB](https://github.com/ventoy/Ventoy)