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11 contributions to Data Alchemy
How to get patience while learning 😩
When I sit down to study Anything, I feel like finishing this thing or this video and making a new thing and then making money by making sales and because of this I am not able to focus properly nor am I able to understand things properly. What should I do then?
2 likes • 7d
patience in learning comes from shifting focus from quick results to steady progress. try breaking study into smaller sessions, take notes, and allow yourself to learn at a natural pace instead of rushing to monetize. like this comment if you believe slow, focused learning beats chasing fast outcomes. @Vedant Vishwakarma
Convert Jupyter Notebooks to Web Apps
Mercury allows you to add interactive widgets in Python notebooks, so you can share notebooks as web applications. Forget about rewriting notebooks to web frameworks just to share your results. Mercury offers a set of widgets with simple re-execution of cells. You can build with Mercury: - Turn your notebook into beautiful Web Apps, - Create interactive Presentations with widgets, you can recompute slides during the show, - Share notebooks as static Websites, - Build data-rich Dashboards with widgets, - Create Reports with PDF exports, automatic scheduling, and email notifications (coming soon), - Serve Python notebooks as REST API endpoints (coming soon). https://github.com/mljar/mercury
1 like • 7d
mercury looks like a game-changer for turning notebooks into shareable apps and dashboards without extra frameworks. like this comment if you think tools like this make data work way more impactful. @Marcio Pacheco
🚀 Graduation Project Completed
Fake News Detection using Machine Learning I’m excited to share my graduation project: Fake News Detection 🎓 🔍 Project Overview In an age of misinformation, detecting fake news is more important than ever. This project leverages machine learning models (Gradient Boosting, XGBoost, SVM, etc.) and a Flask-based web interface to classify news articles as real or fake based on their content. 🧠 Key Features - End-to-end ML pipeline (data cleaning, TF-IDF vectorization, model training) - Evaluation of multiple classifiers - Simple web app for real-time article analysis - Open-source and easy to extend 🛠️ Tech Stack Python, Flask, HTML, Scikit-learn, Pandas, XGBoost 📁 Check out the GitHub repo:👉 github.com/Rodwanbagdadi/Fake_News_Detection I’d love to hear your thoughts, feedback, or suggestions. Feel free to fork, star ⭐, or contribute! #MachineLearning #FakeNewsDetection #NLP #FlaskApp #GraduationProject #AI #OpenSource #Python
0 likes • 7d
great work on completing your graduation project. fake news detection is such an important use case for machine learning and your approach with multiple models + flask app looks solid. like this comment if you think projects like this deserve more visibility. @Rodwan Baghdadi
thx to the AI we now...
thx to the AI we are not forced to get to know each other and to be actively engaged with one another and not just expect to be part of a quick capitalistic, mass consumption transaction. AI is helping us/human realize that a transactional capitalism era is dead, we are entering era of human relationships. The only value there is the relationships between people, everything else is just assets that go up and down in value. Your online brand, number of followers, size of your skool group means NOTHING! So push back on all AI drifters pushing their compost piles for mass consumption.
0 likes • 7d
thx to AI the transactional era is over, real value is in human relationships. like this comment if you agree @Aleksandr Partnership
🌍The "think" tool by Claude
"What is the "think" tool? With the "think" tool, we're giving Claude the ability to include an additional thinking step—complete with its own designated space—as part of getting to its final answer. While it sounds similar to extended thinking, it's a different concept. Extended thinking is all about what Claude does before it starts generating a response. With extended thinking, Claude deeply considers and iterates on its plan before taking action. The "think" tool is for Claude, once it starts generating a response, to add a step to stop and think about whether it has all the information it needs to move forward. This is particularly helpful when performing long chains of tool calls or in long multi-step conversations with the user." : source :Antropic Read more about it here : https://www.anthropic.com/engineering/claude-think-tool We continue to learn 🔥💻
1 like • 7d
Really cool update, I like how the “think” tool works like a checkpoint for reflection during responses. Makes a lot of sense for long, complex tasks. Thanks for sharing this! @Yves Joseph Sikati 🙌 (Also, I’m working on leveling up to unlock my next classes, so if this resonates, a like would mean a lot )
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Bilal Zindani
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@bilal-zindani-3786
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Active 8h ago
Joined Jul 11, 2025
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