Top Tweets for #LUD8
#LUD8
Day 08: Tackling Overfitting
πΉ Why neural nets overfit
πΉ Solutions to overfitting
πΉ Regularization (L1, L2)
πΉ Intuition behind it
πΉ Hands-on code demo
@learning_utsav
#LearningUtsav2025 #DeepLearning #Day8 #Overfitting #Regularization #FestivalOfLearning
Today I:
π Added another model named Entry to my Django project
π Modified the database to include it
#LearningUtsav2025 #FestivalOfLearning #LUD8
Day 7&8
Found a great YouTube playlist for RTOS by DigiKey. Getting started with FreeRTOS through the same. #FestivalOfLearning #LearningUtsav2025 #LUD8 #EmbeddedSystems #RTOS @learning_utsav
#LUD8 Learnt about object detectors: Two-Phase (like Faster R-CNN) that use RPN to propose regions before classification & Single-Phase (like YOLO) that directly predicts bounding boxes and classes in a step. #LearningUtsav2025 #FestivalOfLearning #machinelearning
@learning_utsav
#LUD8
Worked on the backend of the AI Journalist in FastAPI
> Generated news URLs (urllib)
> Scraped via proxy API
> Cleaned HTML (BeautifulSoup)
> Summarized with Ollama
> Formatted TTS scripts
#LearningUtsav2025 #FestivalOfLearning #FastAPI
@learning_utsav
Day 8/30 β API Integration & Code Refactor
Integrated missing API routes and refactored the backend into a clean structure using controller, services, and validator format.
#LUD8 #LearningUtsav2025 #FestivalOfLearning #CloudMerge #WebAppDevelopment @learning_utsav
#LUD8 Day 8: Explored Uninformed (Blind) Search in AI! Learned about DFS & its role in problem-solving.
#OpenAI #LearningUtsav2025 #FestivalOfLearning #AI
#LearningUtsav2025 π | Day 8
Completed a Currency Converter project in React! π±
β¨ Learned & applied:
πΉ Creating custom hooks
πΉ Building reusable components
πΉ useId for unique IDs
Code:πhttps://t.co/FQMYOPCkyM
#LUD8 #ReactJS #FestivalOfLearning #CodingJourney
Day 8: Today I enrolled in the Harvard CS50's Artificial Intelligence with Python. I revised depth first search and breadth first search to strengthen my understanding of search problems. π
#LearningUtsav2025 #FestivalOfLearning #LUD8 #AI @learning_utsav
#LUD8
Today I learnt about Reinforcement Learning from Human Feedback, their key components and models. I explored how they work and their training process and applications of reinforcement learning.
#LearningUtsav2025
#FestivalOfLearning
@learning_utsav
Today Learned about and exploit each of the OWASP Top 10 vulnerabilities; the 10 most critical web security risks from tryhackMe.
#LUD8 #LearningUtsav2025 #FestivalOfLearning
#LUD8 summary: Levelled up my templates with Template Inheritance! I created a master.html parent template using {% block %} tags & had my other pages {% extends %} it. Also added a proper Main Index page to complete the navigation! #LearningUtsav2025 #FestivalOfLearning #Django
#LearningUtsav2025 #FestivalOfLearning #LUD8
@learning_utsav
Today, I started Advaned Learning Algorithm from Deep Learning AI to strengthen my understanding of NN and DL as a whole.
#LUD8
Started a new food delivery app today in ReactNative and completed the initial setup using Expo Go, NativeWind for styling, Appwrite for backend, and Sentry for error tracking.
@learning_utsav #LearningUtsav2025 #FestiveOfLearning
#LUD8
Today I learned how to customize and style my charts using Matplotlib in Python. I explored changing colors, fonts, grid lines, and adding annotations to make my visualizations clearer and more attractive.
#LearningUtsav2025 #FestivalOfLearning #Python #matplotlib
#LUD8 β MongoDB Atlas
Running DBs locally is fine, but the cloud is better! Learned about MongoDB Atlas, explored clusters, network & database access, and used the dotenv package for environment variables.
#LearningUtsav2025 #FestivalOfLearning #WebDevelopment #MongoDB #Mongoose
DAY8 today I explored more about form attributes and form input types and tested different ways of its implementations. #LUD8 #LearningUtsav2025 #FestivalOfLearning @learning_utsav
#LUD8 Theory behind Haarcascade. It detects objects using Haar features (light & dark patterns), scans images at multiple scales, and A trained XML file (like
haarcascade_frontalface_default.xml) helps detect the object.#LearningUtsav2025 #FestivalOfLearning @learning_utsav
π Day 8/30: Completed AWS Well-Architected Framework & Cost Management β
Explored AWS WA Framework and tools payment models & TCO for efficient cloud spending.
#LearningUtsav2025 #FestivalOfLearning #LUD8 #awsscd2025 #awscloudclubTU #AWSChallenge #CloudComputing
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