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  • 2023年版!エンジニア必見のチートシート集 - Qiita

    2. 機械学習・AIチートシート まずは機械学習やAI開発に関わるチートシートからです! Machine Learning Cheat Sheet | DataCamp 主要な機械学習アルゴリズム、その利点と欠点、および使用ケースをガイドするものです。初心者からエキスパートまで、誰でも役立つリソースです。 機械学習アルゴリズム チートシート MicrosoftのAzureが提供している機械学習アルゴリズムに関するチートシートです。 TensorFlow Cheat Sheet https://zerotomastery.io/cheatsheets/tensorflow-cheat-sheet/ 機械学習と人工知能のためのオープンソースライブラリ、TensorFlowのチートシートです。基本的な概念やベストプラクティスがまとめられています。 (メールアドレスでサブスクライブするとPDFがダ

      2023年版!エンジニア必見のチートシート集 - Qiita
    • CUPID: for joyful coding

      What started as lighthearted iconoclasm, poking at the bear of SOLID, has developed into something more concrete and tangible. If I do not think the SOLID principles are useful these days, then what would I replace them with? Can any set of principles hold for all software? What do we even mean by principles? I believe that there are properties or characteristics of software that make it a joy to

      • Golang Mini Reference 2022: A Quick Guide to the Modern Go Programming Language (REVIEW COPY)

        Golang Mini Reference 2022 A Quick Guide to the Modern Go Programming Language (REVIEW COPY) Harry Yoon Version 0.9.0, 2022-08-24 REVIEW COPY This is review copy, not to be shared or distributed to others. Please forward any feedback or comments to the author. • feedback@codingbookspress.com The book is tentatively scheduled to be published on September 14th, 2022. We hope that when the release da

        • How to improve Python packaging, or why fourteen tools are at least tw

          There is an area of Python that many developers have problems with. This is an area that has seen many different solutions pop up over the years, with many different opinions, wars, and attempts to solve it. Many have complained about the packaging ecosystem and tools making their lives harder. Many beginners are confused about virtual environments. But does it have to be this way? Are the current

          • The State of Python 2025: Trends and Survey Insights | The PyCharm Blog

            This is a guest post from Michael Kennedy, the founder of Talk Python and a PSF Fellow. Welcome to the highlights, trends, and key actions from the eighth annual Python Developers Survey. This survey is conducted as a collaborative effort between the Python Software Foundation and JetBrains’ PyCharm team. The survey results provide a comprehensive look at Python usage statistics and popularity tre

              The State of Python 2025: Trends and Survey Insights | The PyCharm Blog
            • Develop Cross-Platform CLI and GUI Tools With Tcl/Tk. Powerful, Event-Driven, Open-Source And Future-Proof Toolkit… From the Past?! - CGI Coffee

              Develop Cross-Platform CLI and GUI Tools With Tcl/Tk. Powerful, Event-Driven, Open-Source And Future-Proof Toolkit… From the Past?! What if I told you there exists a language, or a whole toolkit that: Can be used to create cross-platform Console and GUI tools or apps Those GUI apps look native on Windows, Linux and macOS Supports safe and efficient threading, non-blocking events and I/O Has a smal

              • MLOps roadmap 2024

                The MLOps engineer role is different from an ML engineer role. Even though the role varies from company to company, in general, ML engineers focus more on bringing individual projects to production, while MLOps engineers work more on building a platform that is used by machine learning engineers and data scientists. To build such platforms, lots of different skills are required. Here is a roadmap

                  MLOps roadmap 2024
                • OCaml Web Development: Essential Tools and Libraries in 2025

                  Should you use OCaml for web projects? Web development trends are a hotly debated topic in the computer programming world and the familiar faces of languages and frameworks are unlikely to change: hypertext markup language or HTML, CSS, and JavaScript are the core technologies (with server-side technologies such as PHP, Python, etc.), and React, Vue, Svelte, and Angular are proving to be as popula

                    OCaml Web Development: Essential Tools and Libraries in 2025
                  • FreeSimpleGUI

                    FreeSimpleGUI User Interfaces for Humans - Transforms tkinter, Qt, Remi, WxPython into portable people-friendly Pythonic interfaces The Call Reference Section Moved to here This manual is under construction as we adapt changes to FreeSimpleGUI and make simplifications. Some links may not work as expected. References to "PySimpleGUI" can safely be assumed to be interchangable with "FreeSimpleGUI" J

                    • Python Asyncio: The Complete Guide – SuperFastPython

                      Python Asyncio provides asynchronous programming with coroutines. Asynchronous programming is a popular programming paradigm that allows a large number of lightweight tasks to run concurrently with very little memory overhead, compared to threads. This makes asyncio very attractive and widely used for Python web development, Python APIs that make web calls, and concurrency for socket programming.

                        Python Asyncio: The Complete Guide – SuperFastPython
                      • Introducing Bash for Beginners | Microsoft Open Source Blog

                        A new Microsoft video series for developers learning how to script. According to Stack Overflow 2022 Developer Survey, Bash is one of the top 10 most popular technologies. This shouldn’t come as a surprise, given the popularity of using Linux systems with the Bash shell readily installed, across many tech stacks and the cloud. On Azure, more than 50 percent of virtual machine (VM) cores run on Lin

                          Introducing Bash for Beginners | Microsoft Open Source Blog
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