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Stock Price Prediction Using Python amp Machine Learning
>> YOUR LINK HERE: ___ http://youtube.com/watch?v=QIUxPv5PJOY
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⭐: • / computerscience • • ⭐Please Subscribe !⭐ • ⭐Support the channel and/or get the code by becoming a supporter on Patreon: • / 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
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