Stock Price Prediction Using Python & Machine Learning

Video Description

Stock Price Prediction Using Python & Machine Learning (LSTM). In this video you will learn how to create an artificial neural network called Long Short Term Memory to predict the future price of stock. Disclaimer: The material in this video is purely educational and should not be taken as professional investment advice. Invest at your own discretion. NOTE: Some errors in the video: (1) In the video to calculate the RMSE I put the following statement: rmse=np.sqrt(np.mean((predictions- y_test)**2)) When in fact I meant to put: rmse=np.sqrt(np.mean(((predictions- y_test)**2))) You can also use the following statements to calculate RMSE: 1. rmse =np.sqrt(np.mean(((predictions- y_test)**2))) 2. rmse = np.sqrt(np.mean(np.power((np.array(y_test)-np.array(predictions)),2))) 3. rmse = np.sqrt(((predictions - y_test) ** 2).mean()) (2) The preprocessing of data using MinMaxScaler resulted in data leakage, leading to the creation of future bias. Despite this, the code can still be utilized to obtain a basic understanding of Neural Network implementation in Python for classification and prediction purposes. Please Subscribe ! ⭐Get the code here⭐: https://www.patreon.com/computerscience ⭐Please Subscribe !⭐ ⭐Support the channel and/or get the code by becoming a supporter on Patreon: https://www.patreon.com/computerscience ⭐Websites: ► http://everythingcomputerscience.com/ ⭐Helpful Programming Books ► Python (Hands-Machine-Learning-Scikit-Learn-TensorFlow): https://amzn.to/2AD1axD ► Learning Python: https://amzn.to/3dQGrEB ►Head First Python: https://amzn.to/3fUxDiO ► C-Programming : https://amzn.to/2X0N6Wa ► Head First Java: https://amzn.to/2LxMlhT ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 📚Helpful Financial Books📚 ▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀▀ 🌟Stock Market Investing Books: ✔️The Bogleheads' Guide to Investing https://amzn.to/3s0icxA ✔️The Intelligent Investor https://amzn.to/34Mj7t1 ✔️A Random Walk Down Wall Street https://amzn.to/3Bv0ghW 🌟Money Mindset Books ✔️Rich Dad Poor Dad: https://amzn.to/3rZW6eE ✔️Get Good With Money: Ten Simple Steps To Becoming Financially Whole: https://amzn.to/3I1UXc1 #StockPrediction #Python #MachineLearning