Learn how to track file changes using version control with Git and GitHub. Source code is usually under version control with snapshots taken over time. It is a powerful feature with many benefits. For example, programmers can go back in time if needed, be it to address and reverse problems caused by the latest changes or to look up past implementation decisions in order to inform the making of new ones. You're going to need the Git program installed on your machine. In addition, create an account on the GitHub website.

Learn how to track file changes using version control with Git and GitHub. Source code is usually under version control with snapshots taken over time. It is a powerful feature with many benefits. For example, programmers can go back in time if needed, be it to address and reverse problems caused by the latest changes or to look up past implementation decisions in order to inform the making of new ones. You're going to need the Git program installed on your machine. In addition, create an account on the GitHub website.

In this episode, Conor and Aaron Hsu record from the Eagle Pub in Cambridge, UK and chat about the importance of algorithms and tersity in programming languages. Link to Episode 197 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraAbout the Guest Aaron Hsu is the implementor of Co-dfns and an advocate for a terse and minimal array programming style. Hsu has a background in academic functional programming, and was primarily a Scheme programmer for ten years before learning APL. He was introduced to APL by Morten Kromberg while working on a GPU-hosted compiler, and switched to Dyalog APL for the project, which is now Co-dfns. Show Notes Date Recorded: 2024-08-21 Date Released: 2024-08-30 ArrayCast Episode 19: Aaron HsuCo-dfnsThe Eagle Pub, CambridgeLiving The Loopless Life: Techniques For Removing Explicit Loops And Recursion by Aaron HsuThe Nano-parsing Architecture: Sane And Portable Parsing For Perverse Environments by Aaron HsuAlgorithms as a Tool of Thought // Conor Hoekstra // APL Seeds '21Intro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

In this episode, Conor and Aaron Hsu record from the Eagle Pub in Cambridge, UK and chat about algorithms in APL and algorithm implementations. Link to Episode 196 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraAbout the Guest Aaron Hsu is the implementor of Co-dfns and an advocate for a terse and minimal array programming style. Hsu has a background in academic functional programming, and was primarily a Scheme programmer for ten years before learning APL. He was introduced to APL by Morten Kromberg while working on a GPU-hosted compiler, and switched to Dyalog APL for the project, which is now Co-dfns. Show Notes Date Recorded: 2024-08-21 Date Released: 2024-08-23 ArrayCast Episode 19: Aaron HsuCo-dfnsThe Eagle Pub, CambridgeIverson CollegeArrayCast Episode 63: Uiua, a Stack based Array languageArrayCast Episode 77: Kai Schmidt and the Evolving Uiua Programming LanguageUiua LanguageScheme LanguageStepanov's "Notes on Higher Order Programming in Scheme"C++98 std::inner_productC++98 std::adjacent_differenceC++11 std::iotaC++17 std::reduceDyalog APL ∨ (GCD)Dyalog APL ∧ LCMC++ ContainersRAIIC++ Core GuidelinesDyalog APL ⍳ (iota)Dyalog APL ⍳ (dyadic iota)Dyadic APL Possible Implementation in C++ (Godbolt)Dyadic APL Possible Implementation in BQNC++20 std::ranges::binary_searchNVIDIA cucollections (cuco)Intro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

In this episode, Conor and Bryce chat with David Olsen about C++26 reflection and more at CppNorth 2024 - and then the podcast devolves into chaos. Link to Episode 195 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachAbout the Guest David Olsen has three decades of software development experience in a variety of programming languages and development environments. For the last seven years he has been the lead engineer for the NVIDIA HPC C++ compiler, focusing on running standard parallel algorithms on GPUs. He is a member of the ISO C++ committee, where he was the champion for the extended floating-point feature in C++23. Other Guests Tristan BrindleKristen ShakerBen DeaneMike DaumShow Notes Date Recorded: 2024-07-22 Date Released: 2024-08-16 CppNorthCppNorth 2024 - C++ Reflection: Back on Track - David OlsenC++26 Reflection ProposalNVIDIA nvc++ compilerTurbo C++Rational RoseUMLScratch LanguageLEGO Programming (Mindstorms)BQNAPLCppNorth - Where there is a loop, there is an algorithm avatar - Fatemeh Jafargholi & Peter LorimerADSP Episode 147: 🇸🇮 SRT23 - Parallel std::unique Revisited (on a Walk in Venice)cub::DeviceSelect::UniqueISO C++ Prague Youtube VideoIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

In this episode, Conor and Bryce chat with Kevlin Henney about the top recommendation from 97 Things Every Programmer Should Know. Link to Episode 194 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachAbout the Guest Kevlin Henney is an independent consultant, speaker, writer and trainer. His software development interests are in programming, practice and people. He has been a columnist for various magazines and websites. He is the co-author of A Pattern Language for Distributed Computing and On Patterns and Pattern Languages, two volumes in the Pattern-Oriented Software Architecture series, and editor of 97 Things Every Programmer Should Know and co-editor of 97 Things Every Java Programmer Should Know. Show Notes Date Recorded: 2024-07-11 Date Released: 2024-08-09 97 Things Every Programmer Should Know (GitHub)97 Things Every Programmer Should KnowPattern-Oriented Software Architecture: A Pattern Language for Distributed Computing, 4th VolumePattern Oriented Software Architecture Volume 5: On Patterns and Pattern LanguagesEffective C++ Series by Scott MeyersBeautiful C++: 30 Core Guidelines for Writing Clean, Safe, and Fast CodeIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

In this episode, Bryce chats with Kevlin Henney about Kevlin Henneys. Link to Episode 193 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachAbout the Guest Kevlin Henney is an independent consultant, speaker, writer and trainer. His software development interests are in programming, practice and people. He has been a columnist for various magazines and websites. He is the co-author of A Pattern Language for Distributed Computing and On Patterns and Pattern Languages, two volumes in the Pattern-Oriented Software Architecture series, and editor of 97 Things Every Programmer Should Know and co-editor of 97 Things Every Java Programmer Should Know. Show Notes Date Recorded: 2024-07-11 Date Released: 2024-08-02 HPXIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

In this podcast episode, we talked with Guillaume Lemaître about navigating scikit-learn and imbalanced-learn.

🔗 CONNECT WITH Guillaume Lemaître LinkedIn - https://www.linkedin.com/in/guillaume-lemaitre-b9404939/ Twitter - https://x.com/glemaitre58 Github - https://github.com/glemaitre Website - https://glemaitre.github.io/

🔗 CONNECT WITH DataTalksClub Join the community - https://datatalks-club.slack.com/join/shared_invite/zt-2hu0sjeic-ESN7uHt~aVWc8tD3PefSlA#/shared-invite/email Subscribe to our Google calendar to have all our events in your calendar - https://calendar.google.com/calendar/u/0/r?cid=ZjhxaWRqbnEwamhzY3A4ODA5azFlZ2hzNjBAZ3JvdXAuY2FsZW5kYXIuZ29vZ2xlLmNvbQ Check other upcoming events - https://lu.ma/dtc-events LinkedIn - https://www.linkedin.com/company/datatalks-club/ Twitter - https://twitter.com/DataTalksClub Website - https://datatalks.club/

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🎙 ABOUT THE PODCAST At DataTalksClub, we organize live podcasts that feature a diverse range of guests from the data field. Each podcast is a free-form conversation guided by a prepared set of questions, designed to learn about the guests’ career trajectories, life experiences, and practical advice. These insightful discussions draw on the expertise of data practitioners from various backgrounds.

We stream the podcasts on YouTube, where each session is also recorded and published on our channel, complete with timestamps, a transcript, and important links.

You can access all the podcast episodes here - https://datatalks.club/podcast.html

📚Check our free online courses ML Engineering course - http://mlzoomcamp.com Data Engineering course - https://github.com/DataTalksClub/data-engineering-zoomcamp MLOps course - https://github.com/DataTalksClub/mlops-zoomcamp Analytics in Stock Markets - https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp LLM course - https://github.com/DataTalksClub/llm-zoomcamp Read about all our courses in one place - https://datatalks.club/blog/guide-to-free-online-courses-at-datatalks-club.html

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In this episode, Bryce chats with Kevlin Henney about systems programming and more. Link to Episode 192 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachAbout the Guest Kevlin Henney is an independent consultant, speaker, writer and trainer. His software development interests are in programming, practice and people. He has been a columnist for various magazines and websites. He is the co-author of A Pattern Language for Distributed Computing and On Patterns and Pattern Languages, two volumes in the Pattern-Oriented Software Architecture series, and editor of 97 Things Every Programmer Should Know and co-editor of 97 Things Every Java Programmer Should Know. Show Notes Date Recorded: 2024-07-11 Date Released: 2024-07-26 Kevlin Henney ACCU 2024 TalkIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

In this episode, Conor and Bryce chat with Kevlin Henney about algorithms, libraries and many programming languages! Link to Episode 191 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachAbout the Guest Kevlin Henney is an independent consultant, speaker, writer and trainer. His software development interests are in programming, practice and people. He has been a columnist for various magazines and websites. He is the co-author of A Pattern Language for Distributed Computing and On Patterns and Pattern Languages, two volumes in the Pattern-Oriented Software Architecture series, and editor of 97 Things Every Programmer Should Know and co-editor of 97 Things Every Java Programmer Should Know. Show Notes Date Recorded: 2024-07-11 Date Released: 2024-07-19 FortranCoarray FortranPascal LanguagepytestNumPyPython pipRust cargoRust crates.ioIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

Links:

LinkedIn:https://www.linkedin.com/company/frontline100/ Ba Linh Le's LinkedIn: https://www.linkedin.com/in/ba-linh-le-/ Sabrina's LinkedIn: https://www.linkedin.com/in/sabina-firtala/ Twitter: https://x.com/frontline_100?mx=2 Website: https://www.frontline100.com/

Free LLM course: https://github.com/DataTalksClub/llm-zoomcamp

Join DataTalks.Club: https://datatalks.club/slack.html Our events: https://datatalks.club/events.html

In this episode, Conor and Bryce chat with Kevlin Henney about C++, Python and more! Link to Episode 190 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachAbout the Guest Kevlin Henney is an independent consultant, speaker, writer and trainer. His software development interests are in programming, practice and people. He has been a columnist for various magazines and websites. He is the co-author of A Pattern Language for Distributed Computing and On Patterns and Pattern Languages, two volumes in the Pattern-Oriented Software Architecture series, and editor of 97 Things Every Programmer Should Know and co-editor of 97 Things Every Java Programmer Should Know. Show Notes Date Recorded: 2024-07-11 Date Released: 2024-07-12 When zombies attack! Bristol city council ready for undead invasionACCU Conference97 Things Every Programmer Should Know (GitHub)97 Things Every Programmer Should Know97 Things Every Java Programmer Should KnowC++Now 2018: Ben Deane “Easy to Use, Hard to Misuse: Declarative Style in C++”When to Use a List Comprehension in PythonIntro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

We stream the podcasts on YouTube, where each session is also recorded and published on our channel, complete with timestamps, a transcript, and important links.

You can access all the podcast episodes here - https://datatalks.club/podcast.html

📚Check our free online courses ML Engineering course - http://mlzoomcamp.com Data Engineering course - https://github.com/DataTalksClub/data-engineering-zoomcamp MLOps course - https://github.com/DataTalksClub/mlops-zoomcamp Analytics in Stock Markets - https://github.com/DataTalksClub/stock-markets-analytics-zoomcamp LLM course - https://github.com/DataTalksClub/llm-zoomcamp Read about all our courses in one place - https://datatalks.club/blog/guide-to-free-online-courses-at-datatalks-club.html

👋🏼 GET IN TOUCH If you want to support our community, use this link - https://github.com/sponsors/alexeygrigorev

If you’re a company, support us at [email protected]

In this episode, Conor and Bryce chat about the highlights from the recent ISO C++ Committee meeting in St. Louis, their upcoming trip to CppNorth and more! Link to Episode 189 on WebsiteDiscuss this episode, leave a comment, or ask a question (on GitHub)Twitter ADSP: The PodcastConor HoekstraBryce Adelstein LelbachShow Notes Date Recorded: 2024-07-03 Date Released: 2024-07-05 CppNorthReflection for C++26C++ Senders and Receiversstd::inplace_vectorContracts for C++code::dive ConferenceMeeting C++ ConferenceCore C++ ConferenceThink Parallel ACCU TalkChains: Exploration of an alternative to Sender/Receiver | Sean Parent | NYC++Intro Song Info Miss You by Sarah Jansen https://soundcloud.com/sarahjansenmusic Creative Commons — Attribution 3.0 Unported — CC BY 3.0 Free Download / Stream: http://bit.ly/l-miss-you Music promoted by Audio Library https://youtu.be/iYYxnasvfx8

Send us a text Welcome to the cozy corner of the tech world where ones and zeros mingle with casual chit-chat. Datatopics Unplugged is your go-to spot for relaxed discussions around tech, news, data, and society. Dive into conversations that should flow as smoothly as your morning coffee (but don’t), where industry insights meet laid-back banter. Whether you're a data aficionado or just someone curious about the digital age, pull up a chair, relax, and let's get into the heart of data, unplugged style! In this episode, we explore: LLMs Gaming the System: Uncover how LLMs are using political sycophancy and tool-using flattery to game the system. Dive deeper: paper, chain of thought prompting & post on x.Recording Industry Association of America (RIAA) Sue AI Music Generators: They are taking on Suno and Udio for using copyrighted music to train their models. Some ai generated music that is very similar to existing songs: song 1, song 2, song 3. More on GenAI: midjourney creating copyrighted images, and chatGPT reciting email-adresses.AI-Powered Olympic Recaps: NBC’s personalized daily recaps with Al Michaels' voice offer a new way to catch up on the Olympics.Figma’s AI Redesign: Discover Figma’s new AI tools that speed up design and creativity. We debate the tool's value and its application in the design process. Rabbit R1 Security Flaws: Hackers exposed hardcoded API keys in Rabbit R1’s source code, leading to major security issues. Find out more.Pyinstrument for Python: Meet Pyinstrument, the easy-to-use Python profiler that optimizes code performance. Explore it on GitHub.The Ultimate Font - Bart’s dreams come true: Explore the groundbreaking integration of True Type Fonts with AI for dynamic text rendering. Discover more here.Hot Takes on AI Competition: Google claims no one has a moat in AI, sparking debate on open-source models' future. We also explore Ladybird Browser Project, an independently funded browser project aiming to build a cutting-edge browser engine.

From data science to software engineering, Large Language Models (LLMs) have emerged as pivotal tools in shaping the future of programming. In this session, Michele Catasta, VP of AI at Replit, Jordan Tigani, CEO at Motherduck, and Ryan J. Salva, VP of Product at GitHub, will explore practical applications of LLMs in coding workflows, how to best approach integrating AI into the workflows of data teams, what the future holds for AI-assisted coding, and a lot more. Links Mentioned in the Show: Rewatch Session from RADAR: AI Edition New to DataCamp? Learn on the go using the DataCamp mobile appEmpower your business with world-class data and AI skills with DataCamp for business

When developing Machine Learning (ML) models, the biggest challenges are often infrastructural. How do we deploy our model and expose an inference API? How can we retrain? Can we continuously evaluate performance and monitor model drift? In this talk, we will present how we are tackling these problems at the Philadelphia Phillies by developing a suite of tools that enable our software engineering and analytics teams to train, test, evaluate, and deploy ML models - that can be entirely orchestrated in Airflow. This framework abstracts away the infrastructural complexities that productionizing ML Pipelines presents and allows our analysts to focus on developing robust baseball research for baseball operations stakeholders across player evaluation, acquisition, and development. We’ll also look at how we use Airflow, MLflow, MLServer, cloud services, and GitHub Actions to architect a platform that supports our framework for all points of the ML Lifecycle.

DAG integrity is critical. So are coding conventions, consistency in standards for the group. In this talk, we will share the various lessons learned for testing/verifying our DAGs as part of our GitHub workflows [ for testing as part of the pull request process, and for automated deployment - eventually to production - once merged ]. We will dig into how we have unlocked additional efficiencies, catch errors before they get deployed, and generally how we are better off for having both Airflow & plenty of checks in our CI, before we merge/deploy.

Behaviour Driven Development can, in the simplest of terms, be described as Test Driven Development, only readable. It is of course more than that, but that is not the aim of this talk. This talk aims to show: How to write tests before you write a single line of Airflow code Create reusable and readable steps for setting up tests, in a given-when-then manner. Test rendering and execution of your DAG’s tasks Real world examples from a monorepo containing multiple Airflow projects Written only with pytest, and some code I stole from smart people in github.com/apache/airflow/tests

DAGify is a highly extensible, template driven, enterprise scheduler migration accelerator that helps organizations speed up their migration to Apache Airflow. While DAGify does not claim to migrate 100% of existing scheduler functionality it aims to heavily reduce the manual effort it takes for developers to convert their enterprise scheduler formats into Python Native Airflow DAGs. DAGify is an open source tool under Apache 2.0 license and available on Github ( https://github.com/GoogleCloudPlatform/dagify) . In this session we will introduce DAGify, its use cases and demo its functionality by converting Control-M XML files to Airflow DAGs. Additionally we will highlight DAGify’s “no-code” extensibility by creating custom conversion templates to map Control-M functionality to Airflow operators.