Just wrapped up my Stock Prediction Portal project! .📊 Displayed plots in React.📈 Added 100 & 200 DMA.🤖 Final predictions + model evaluation on frontend. #ReactJS #Django #MachineLearning #BuildInPublic #AsileBuilds

Progress on my Stock Prediction Portal:. ✅ Fetched live stock data using yfinance.✅ Handled errors & loading states.✅ Generated dynamic plots using AGG backend. 🔜 Next: Show plots in React!. #ReactJS #Django #MachineLearning #BuildInPublic #AsileBuilds

Today on my Stock Prediction Portal:. ✅ Accepting stock ticker input.✅ Created serializer, view & URL (DRF).✅ Handled form submission from React. 🔜 Next: Fetching stock data using yfinance 📊. #BuildInPublic #MachineLearning #ReactJS #Django #yfinance #AsileBuilds

Just implemented Access & Refresh Token workflow 🔐.Smooth session management using JWT in Django Rest Framework + React!. Secure. Seamless. Scalable. Next: Building the Dashboard Component 💻. #ReactJS #Django #DRF #JWT #FullStackDev #BuildInPublic #AsileBuilds

Wrapped up React basics today ✅.🔹 Learned to load images & build forms.🔜 Next: Django backend setup for my Stock Prediction Portal!. #ReactJS #Django #WebDev #AsileBuilds #BuildInPublic #LearningJourney

🔐 Authentication setup complete!.✅ Simple JWT.✅ Login + error handling.✅ AuthContext.✅ Logout. 🔜 Next: Access & Refresh Token workflow 🔄. #ReactJS #Django #JWT #BuildInPublic #AsileBuilds

Explored data collection with yfinance & data exploration for my Stock Prediction Portal 📊.Understanding trends & patterns before diving into ML modeling. 🔜 Next: Feature Engineering 🔧. #MachineLearning #DataScience #StockPrediction #AsileBuilds #BuildInPublic

Just added Register/Login functionality to my Stock Prediction Portal using Django Rest Framework! 🔐.✅ User auth setup. 🔜 Next: Creating React routes for page navigation. #DRF #ReactJS #WebDev #BuildInPublic #AsileBuilds

Built routes & navigation in React 🔗.🧾 Designed Register page.📡 Used Axios to connect to DRF backend.🛡️ Added CORS header support. 🔜 Next: Handle form errors + show success messages. #ReactJS #Django #BuildInPublic #AsileBuilds

Started building my Stock Prediction Portal! 🚀.🔹 Set up React frontend (Home Page).🔹 Designed Header, Main, Footer & Button components with Bootstrap. 🔜 Next: Register/Login with Django Rest Framework!. #ReactJS #DRF #WebDev #BuildInPublic #AsileBuilds

Progress Update 🚀.🔐 Built Dashboard.🔐 Accessed protected endpoints.⚙️ Set up Axios Instance + Interceptors. 🔜 Next: Request & Response Interceptors for better API handling. #ReactJS #DRF #BuildInPublic #AsileBuilds

Improved the frontend UX 🚀.✅ Error handling.✅ Clear error & show success.⏳ Added loading button. 🔜 Next: Simple JWT setup with DRF!. #ReactJS #Django #BuildInPublic #WebDev #AsileBuilds

Today I explored Data Preprocessing for my Stock Prediction Portal. ✅ Installed scikit-learn, Keras & TensorFlow.✅ Split data: 70% train / 30% test. Next: Sequence Creation for time series modeling . #MachineLearning #DeepLearning #StockPrediction #BuildInPublic #AsileBuilds

Today, I explored Feature Engineering 🔍.Transforming raw stock data into meaningful features to help the model learn better 📈. 🔜 Next: Data Preprocessing 🧹. #MachineLearning #StockPrediction #DataScience #FeatureEngineering #BuildInPublic #AsileBuilds

NumPy Unlocked 🔓📊.Today, I explored NumPy — 1D, 2D & 3D arrays, how to read, update, append, insert, save & delete them efficiently. Powerful stuff for data wrangling!. Next: Matplotlib for Data Visualization . #NumPy #Python#AsileBuilds #BuildInPublic

Pandas Power. Today, I explored Data Manipulation with Pandas — learning how to clean, filter, sort, and transform data using powerful Pandas functions. These skills are essential for preparing my stock data for machine learning. #Python #Pandas #DataScience #AsileBuilds

Data Exploration 🧠📊. Today, I explored reading CSV files using Pandas – working with DataFrames and Series to begin stock data analysis for my Stock Prediction Portal project. 🔜 Next: Data Manipulation with Pandas. #Python #Pandas #MachineLearning #BuildInPublic #AsileBuilds

✅ Frontend for Stock Prediction Portal is complete!. 🔁 Mastered Axios Interceptors.🔒 Built Private & Public Routes.💻 UI fully done with React + Bootstrap. 🔜 Next: ML Integration for prediction!. #BuildInPublic #ReactJS #ML #AsileBuilds

Today, I explored Custom Hooks in React!.Custom Hooks are a great way to extract and reuse logic across components — making your code cleaner, more organized, and easier to maintain. #ReactJS #CustomHooks #WebDevelopment #FrontendLearning #BuildInPublic #AsileBuilds

🔹 The map() Function – I used it to render lists dynamically in React. It’s essential for displaying data-driven content like products, users, or notifications. #BuildInPublic #AsileBuilds #LearningJourney