Ali Moghimi’s Post

🌟 Excited to Announce My New Machine Learning Project! 🌟 I've just wrapped up an exciting project on Machine Learning - Classification, where I trained various classification models and tested their performance on separate datasets. ✨ Key Features: Model Training & Testing: Trained multiple classification algorithms on the train dataset and tested them on the test dataset. Comprehensive Evaluation: Shared target values for each algorithm, allowing for thorough evaluation. Performance Metrics: Provided train accuracy for each model and detailed the rationale behind choosing the algorithms. This project underscores my expertise in machine learning, algorithm selection, and performance evaluation, showcasing my ability to turn raw data into accurate predictions. 🔗 Take a look and share your feedback! #MachineLearning #DataScience #Classification #AI #Programming #Python #MLProjects #DataAnalysis

🚀 Excited to Announce My First AI Project! 🚀 I'm thrilled to share that I've successfully developed the basic version of my very first AI project, the Image Caption Tool! 🎉 This tool leverages advanced machine learning techniques to generate accurate and descriptive captions for images, showcasing the potential of AI in creative and practical applications. Working on this project has been an incredible learning experience, allowing me to deepen my understanding of AI and its real-world impact. I'm eager to continue refining the tool, adding new features, and optimizing its performance. #AI #MachineLearning #DeepLearning #ImageCaptioning #ArtificialIntelligence #Python #Programming #TechInnovation

🚀 Weekend Project: Object Detection with YOLOv8 🐾 This weekend, I explored the world of object detection and deep learning, driven by curiosity about the YOLO model. As many have heard, machine learning often starts with the classic example of teaching a machine to distinguish between dogs and cats by feeding it a lot of labeled images. I decided to try something similar to learn more about object detection and how to train a model effectively. 💡 Here's what I did: Used YOLOv8 for object detection. Leveraged Roboflow to manage my datasets and annotations. Collected images from Open Images for training. Coded everything in Python. Connected it all to my webcam for live detection using OpenCV and used my phone as a webcam. As this was my first time training a model, I used about 400 images, which helped me understand that the more images you use, the more accurate your model becomes. Although the model is functional, being a first version, it still has some detection issues.. Special thanks to my dog Vicky 🐕, who volunteered for testing (and I used some of his pics for training)! This was a great learning experience, and I’m excited to keep improving my models and dive deeper into deep learning and computer vision. #DeepLearning #YOLOv8 #MachineLearning #Python #WeekendProject #ObjectDetection #Tech

🎉 TGIF: Let’s Talk Time and Progress 🎉 Time truly is our most valuable asset, and I’ve been learning to use it wisely as I make steady progress in my AI Programming with Python course. One exciting challenge I’m tackling right now? A crash course on Calculus to fully grasp the intricacies of Neural Networks. 🚀 It’s a reminder that growth often means going back to strengthen our foundations. This week has been about balancing tasks, learning something new, and pushing myself closer to my goals. It’s not been easy, but every step forward counts. How are you using your time to invest in your growth? Share your wins (or even struggles) in the comments below. Let’s keep encouraging each other! I remain Hephzibah, helping you optimize processes, harness data-driven insights, and deliver innovative solutions for success in life, engineering, technology, and business. #TGIF #TimeManagement #AIProgramming #NeuralNetworks #ContinuousLearning #GrowthMindset

Excited to share.....🚀🚀 Certified in Machine Learning from Novetec Research Development Pvt. Ltd. Successfully completed a comprehensive machine learning program focused on building predictive models, data preprocessing, and algorithm optimization. Developed a deep understanding of supervised and unsupervised learning, model evaluation techniques, and real-world applications. Applied hands-on experience with tools such as Python, scikit-learn, and TensorFlow to design, implement, and deploy machine learning models. Gained valuable skills in data analysis, feature engineering, and hyperparameter tuning to enhance model performance. #MachineLearning #ArtificialIntelligence #DataScience #Python #DeepLearning #AI #ML #scikitlearn #TensorFlow #DataAnalytics #TechInnovation #ModelDevelopment #NovetecResearch #AlgorithmOptimization"

🚀 Excited to share my latest project! 📹 I developed a FACIAL BASED ATTENDANCE SYSTEM using Python, Flask, OpenCV, and TensorFlow , Deep Learning and Machine Learning . This system leverages facial recognition to mark attendance automatically, ensuring accuracy and efficiency. The features include: ✅ Real-time face recognition using webcam ✅ Integration with Excel for storing attendance data ✅ Ability to manage student registrations and track attendance by semester, section, and subject ✅ Enhanced with data augmentation techniques for image processing ✅ Ability to generate attendance reports and export them as Excel files This project demonstrates how computer vision and machine learning can be applied in real-world scenarios to automate administrative tasks. Check out the video to see it in action! 🎥 #MachineLearning #Python #FacialRecognition #Flask #OpenCV #AI #AttendanceSystem #Automation #ComputerVision #TechProject #FULL_VEDIO :- 📽️📽️📽️ https://lnkd.in/gbtcf52Q

Day 5: Exploring the basics of machine learning, from supervised to unsupervised learning. Understanding how models learn and evaluate is fascinating! 💻Machine Learning Basics - Explore supervised learning (regression, classification). - Understand unsupervised learning (clustering, dimensionality reduction). - Learn about model evaluation metrics (accuracy, precision, recall). #MachineLearning #AI #DataScience #Python #Programming #DataManagement #SQL #AI #LearningJourney #ZenRaz #Join

✨️Thrilled to Share My Learning Experience!✨️ I recently completed a 2-hour Artificial Intelligence Bootcamp The session focused on an intriguing project: Eye-Controlled Mouse using OpenCV This hands-on experience allowed me to explore the intersection of AI and computer vision, utilizing Python to develop a system that tracks eye movements for controlling a mouse cursor. It highlighted the potential of innovative solutions in redefining human-computer interaction. which enhanced my understanding of AI applications and further fueled my passion for leveraging technology to solve real-world problems. Looking forward to applying these insights in future projects and continuing my journey in Artificial Intelligence. #ArtificialIntelligence #OpenCV #Python #ComputerVision #NoviTech #HumanComputerInteraction #ProfessionalGrowth

Hello. I recently joined this Kaggle competition with Raahim Siddiqi about automated academic essay scoring. Its been a blast trying to solve it. My main take away from it was the importance of feature engineering, and the use of deep learning models for enhanced textual understanding. I computed paragraph, sentences, and word level statistics such as lengths, readability indexes etc. using the 'textstat' python library. We also used DeBERTa embeddings to increase our score. One thing for sure, Kaggle is super competitive, but the community is super helpful, and there's a lot to learn from there. I encourage everyone to try it. #kaggle #machinelearning #ai #gpt #datascience #deeplearning #programming #coding

I discovered another fantastic website for visualizing neural networks! 🧮👨🏫 This interactive tool allows you to explore example data and gain a deeper understanding of neural network concepts. Configure input features, output layers, hidden layers, and the number of neurons. Adjust parameters like activation functions and learning rates, train models directly in your browser, and visualize the results in real-time. It's an incredible way to learn and explore – give it a try! 🚀 🌐 Website: https://lnkd.in/dX4CeXDk I came across this while preparing a training session on using PyTorch with #Python for AI-based image classification. This approach can also be integrated into #LabVIEW. If you're interested, don’t hesitate to get in touch. #learning #education #math #pytorch #python #AI #KI Python Coding Python Software Foundation Python programming PyTorch