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Data Alchemy
38k members • Free
8 contributions to Data Alchemy
Jun 9 •
🚀 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
1 like • Jun 21
@Rodwan Baghdadi If you use web scraping, how are you going to know how to tag the data as real or fake news?
1 like • Jun 23
@Rodwan Baghdadi Do you think that is sufficient for training, or would you need examples of verified fake news as well?
Jun 20 •
Godfather of AI has a bold new plan to keep us safe from it.
I posted this link as a reply in another conversation, but now think it is worthy of its own. It's very interesting and eye opening, especially the Q&A. While Yoshua Bengio discusses unintended consequences of AI and corporate profit drivers, I wish he would have touched intentional unethical and malicious implementation of AI, we have already seen some examples. These users are unlikely to adhere to safeguards. https://www.vox.com/future-perfect/417087/ai-safety-yoshua-bengio-lawzero
1 like • Jun 23
@Pierre-Henry Isidor I was wondering about that, I have seen "The Godfather of AI" used for different people in different places. I didn't know if it was for different capabilities, simultaneous development, or some sort of AI Techno-Politics?
0 likes • Jun 23
@Nikolaj Genov I can see that, those types of organizations are usually well funded. So, if there was malicious of nefarious AI harming people and doing bad things, do you think it would require "Good AI" to fight it?
1 like • Jun 23
@Pierre-Henry Isidor Have you tried Deepseek?
0 likes • Jun 23
@Pierre-Henry Isidor I still think starting folks of with quick exposure to old-school ML, like Fisher-Based MDA/ML (Multiple Discriminant Analysis (MDA)/Maximum Likelihood (ML)) goes a long way in helping people understand how machines make decisions and lets folks see how/why they make mistakes.
Mar 4 •
AI in Aviation🤔Never Too Late!
Airlines are integrating AI across multiple operations, from predictive maintenance to real-time flight optimizations. https://www.travelandtourworld.com/news/article/ai-powered-operations-green-fuel-expansion-and-global-airline-route-expansions-reshape-air-travel-in-march-2025/ What do you guys think of this? After all those plain crash incident!
1 like • Jun 20
@Patrick Pfnuer The accident chain of events is a great point. It may be good to have AI "flag for human review" anything out of the ordinary. But, if the human has been passively monitoring, would they be able to get up to speed fast enough to prevent an accident?
1 like • Jun 23
@Pierre-Henry Isidor I certainly agree with that. But, how do you handle the human factors element of having the monitoring human engaged enough that they make the correct choice if intervention is required?
Jun 11 •
Certifications
After going through Dave’s course, would you recommend obtaining any AI industry certifications from Microsoft or Google? Has anyone found if that helps when job hunting? I figured actual projects will be important too and to get some stuff on our GitHub?
1 like • Jun 21
Along with Microsoft and Google, you may want to consider AWS.
0 likes • Jun 23
@Tee Jay Yes, they are one of the big fish. A few neat capabilities they have are pre-trained models and "Sagemaker" to perform training. You can also "subcontract" training out at a rather low cost if you have large datasets. The certifications an employer wants are generally tied to the platform they use. Probably not realistic to be an expert in all platforms, but good to be familiar with the players and the terms associated with their capabilities.
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@kevin-kuciapinski-8530
Electrical Engineer & Data Scientist
Active 149d ago
Joined May 9, 2024
Colorado, USA
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