Finished a Credit Default Prediction Model built with Python and Streamlit using UCI_Credit_Card data from Kaggle. Users can explore data, train models, and visualize predictions, all through a clean, interactive web interface. Download it from my github repository https://lnkd.in/dmEcVaPf Read the README file to download the necessary libraries before running the Streamlit. #Python #MachineLearning #Streamlit #CreditRisk
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Bad data doesn’t just break code, it breaks trust. Get "Practical Pydantic" to learn how to turn messy inputs into validated, production-ready data models. Because hoping your JSON is clean isn’t a strategy. 🔗 https://lnkd.in/eaASBPzP #Python #Pydantic #PracticalPydantic
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Here’s a small Python tip for #designers who often export multiple image sizes: Use the Pillow library Automate resizing with just a few lines of code Example logic: 1️⃣ Loop through your image folder 2️⃣ Resize to preset dimensions (e.g. 1080x1080, 1920x1080) 3️⃣ Save automatically with suffixes like _1080 or _1920 It saves a lot of time when preparing assets for clients or social media. #Python #GraphicDesign #Automation #Pillow #DesignWorkflow #WeekendLearning
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🚀 Handling Large Files Efficiently (Python) When working with large files, reading the entire file into memory at once can be inefficient or even impossible. Instead, you can read the file in smaller chunks or line by line. Using a generator or iterator can also help to process large files without consuming excessive memory. Consider using libraries like `mmap` for memory-mapped file access, allowing you to treat the file as if it were in memory without actually loading it all at once. #Python #PythonDev #DataScience #WebDev #professional #career #development
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Just eliminated an entire process with 20 lines of Python 🐍 The problem: Manually renaming hundreds of student files to match registry conventions The old way: 2-3 hours of mind-numbing clicking The new way: Run script. Get coffee. Done. python # What used to take hours now takes seconds for file in folder: new_name = transform_to_standard(file) rename(file, new_name) sanity_restored += 1 Sometimes the best process is no process. #Python #Automation #RegistryLife #WorkSmarter
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Is your Python function signature starting to look like a grocery list? In my latest video, I show how to reduce the number of arguments you pass around by using the Context Object Pattern. ✅ Cleaner APIs ✅ Easier testing ✅ Fewer bugs But... there's a catch. As I show in the video, this pattern can also make things worse if you use it the wrong way. 📺 Watch here → https://lnkd.in/eH5GpRW2 #Python #CleanCode #SoftwareDesign #ArjanCodes #DesignPatterns
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Is your Python function signature starting to look like a grocery list? In my latest video, I show how to reduce the number of arguments you pass around by using the Context Object Pattern. ✅ Cleaner APIs ✅ Easier testing ✅ Fewer bugs But... there's a catch. As I show in the video, this pattern can also make things worse if you use it the wrong way. 📺 Watch here → https://lnkd.in/eFq3GkT7 #Python #CleanCode #SoftwareDesign #ArjanCodes #DesignPatterns
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🐍 FREE Python Cheat Sheet – Save This! We just dropped a comprehensive Python Intermediate & Advanced Cheat Sheet covering: ✅ Decorators & Generators ✅ Async/Await & Threading ✅ Magic Methods & Type Hints ✅ Performance Optimization ✅ Common Pitfalls to Avoid Perfect for interviews, quick reference, or leveling up your Python game. 🚀 Which Python concept confuses you most? Drop it below! 👇 📥 Download free #Python #PythonProgramming #Coding #SoftwareDevelopment #TechTips #LearnPython #PythonDeveloper #Programming #TechCommunity #CareerGrowth
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🚀 Big news for the Power Platform ecosystem! Microsoft just enabled Python execution directly within Power Platform — a massive leap for automation, analytics, and AI integration. 💡 Why it matters: For business users: This means you can now access advanced data transformation, AI, and visualization capabilities without leaving Power Apps or Power Automate. Think predictive analytics, natural language models, and data science workflows — all in one low-code environment. For developers: It bridges low-code and pro-code like never before. You can now reuse Python scripts, leverage existing libraries (Pandas, NumPy, OpenAI, etc.), and supercharge Power Platform solutions with real computation power. For organizations: Expect faster innovation, less dependency on external pipelines, and more value extracted from your data — directly within Microsoft’s governance and security layer. This is the convergence of low-code + pro-code + AI, and it’s going to reshape how we build and automate business solutions. 🔥 #PowerPlatform #Python #AI #Automation #DataScience #LowCode
Microsoft MVP | Helping teams go beyond low-code limits | Senior Software Engineer | Dynamics 365, Power Platform & Azure
we finally have real code, because #Python just became available inside #PowerPlatform and this a game changer… the new #Code #Interpreter feature just dropped, you can enable it in your environment, flip the switch in settings, and suddenly the instruction type shows a new #Code view, that’s the interpreter also output dropdowns now show documents and images, not just json or plain text... you can see the python generated from your prompt but unfortunately is not editable yet... but that’s the direction it seems to be going, and it will result in more deterministic outputs, less prompt magic you will be able to write clean and predictable logic... it can be used in #CopilotStudio as well, but i see most value in #PowerAutomate what’s the first thing you’d replace with python?
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