🔭 Galileo’s Post

#Day 4 of the #SAILs30daychallenge TECH JARGON ALERT 🚨🚨🚨 🤔 Can you spot the Machine Learning pitfall? 🤔 A) Overfitting B) Cross Validation C) Regularization The Answer is Overfitting. #Definition: When a model becomes overly specialised to the training data, it fails to generalise successfully to new, unknown data. Why is it important? Overfitting can result in poor forecasts and model performance. ❗Avoiding overfitting allows us to create more strong and accurate models! 🤓 Share a tech term you've learned and why it's important! Let's break down the jargon together! SAIL Innovation Lab #SAILs30daychallenge #TechJargon #MachineLearning #DataScience

Conquered the Count Distinct Elements problem! 🧩 Used a HashSet to efficiently find the number of unique elements in an array. It was a fun challenge to optimize for time and space complexity while handling duplicates. Feeling accomplished! #algorithms #codingchallenge #hashset #countdistinctelements #datascience #softwareengineering #problemsolved

🚀 Exciting News: My First Project under #codsoft - Titanic Survival Prediction! 🌟 I am thrilled to announce the successful completion of my inaugural project under #codsoft, where I explored the fascinating realm of data science to predict Titanic survival rates. 🚢💡 🔍 Project Overview: Utilizing cutting-edge machine learning techniques, I tackled the challenge of analyzing the Titanic dataset to predict passenger survival. #codsoft provided an incredible platform for honing my skills and applying theoretical knowledge to real-world scenarios. #datascience #machinelearning #titanic #survivalprediction #codsoftproject #excitingnews

"My latest achievement! 💡 Just completed a project on Image Augmentation, a powerful technique in computer vision. With tools like rotation, shifting, and flipping, I've learned to enhance image datasets for better model performance. Grateful for the hands-on experience and eager to apply these skills to more projects ahead! " here is the project: https://lnkd.in/gWKVzHAv #machinelearning #computervision #datascience #artificialintelligence #deeplearning

🚀 Revolutionizing Action Recognition: The new ODAPT framework is a game-changer for video-based action recognition systems, especially when facing new, uncharted environments. By leveraging class-agnostic object annotations, ODAPT significantly improves domain adaptation, achieving remarkable performance boosts across diverse datasets. This innovative approach not only stands strong on its own but also enhances existing unsupervised methods. Get ready to adapt and excel in the dynamic world of video recognition with ODAPT! 🎥📈 #ArtificialIntelligence #MachineLearning #ComputerVision #DomainAdaptation #ActionRecognition #VideoAnalytics #Innovation #AIResearch #ODAPT #DeepLearning #AITrends #TechNews

OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code Faldor et al.: https://lnkd.in/eC2Gb8nu #Artificialintelligence #DeepLearning #MachineLearning

I'm thrilled to share that I recently participated in a hackathon focused on building a movie recommendation system, and I am honored to have received an appreciation certificate for my efforts! Embarking on this journey allowed me to immerse myself deeply in the intricacies of recommendation algorithms. Crafting a movie recommendation system from scratch was both challenging and rewarding, pushing my technical boundaries and unleashing my creativity. This experience has not only strengthened my technical skills but also ignited a deeper passion for data science and machine learning. A big thank to the management of Innomatics Research Labs for providing a platform that celebrates individual innovation and creativity. Looking forward to more opportunities to explore and contribute to the exciting world of tech. #Hackathon #DataScience #MachineLearning #MovieRecommendation #TechInnovation #Gratitude

Bence Nemes, Marce Nora, Maximilian am Brunnen and myself are proud to present you RePlottr: the web tool we developed during our final project at the "Data Science & AI" bootcamp at Le Wagon Spain. It can retreive the position of points from a scatterplot and read the axis' units to obtain the original data tabulated. Then it generates the plot again in an interactive form, and the data can also be formated as a JSON. We hope this tool can save time and money to students, researchers and data people when dealing with plotted data when the tables are missing! :) App: https://lnkd.in/dGFscVKC Repo: https://lnkd.in/dkjPvbpT

OMNI-EPIC: Open-endedness via Models of human Notions of Interestingness with Environments Programmed in Code Faldor et al.: https://lnkd.in/e-qgRz4f #Artificialintelligence #DeepLearning #MachineLearning

Exploring the Transformative Benefits Embedded within Advanced Algorithms! #AIBenefits #AlgorithmAdvantage #TechInnovation #DigitalTransformation #AIAlgorithms #CodeMagic #TechTrends #DigitalRevolution #AIAdvantages #TechInnovation