What are some advanced coding projects I can work on?

What are some advanced coding projects I can work on to improve my skills?

Here are a few advanced coding projects you might consider: 1. Build a full-stack web application using React and Node.js. 2. Create a machine learning model to predict stock prices. 3. Develop a mobile app with Flutter that integrates with a REST API.

Can you give me more details on the machine learning project?

Sure! For the machine learning project, you can use Python with libraries like Pandas, NumPy, and Scikit-learn. Start by gathering historical stock data, then preprocess it, and finally train a model to predict future prices based on various features.

What resources should I use to learn about machine learning?

I recommend starting with online courses from platforms like Coursera or edX. Books like 'Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow' are also great. Additionally, follow tutorials on Kaggle to practice with real datasets.

Are there any specific datasets I should look for?

Yes! You can find stock market datasets on Yahoo Finance or Alpha Vantage. Kaggle also has a variety of datasets for stock prices and other financial metrics.