{"product_id":"introduction-to-neural-networks-joel-othniel-brega-9798232368142","title":"Introduction to Neural Networks","description":"\u003cp\u003e\u003cem\u003eIntroduction to Neural Networks\u003c\/em\u003e is a clear, hands-on guide that takes you from decision trees to fully functional neural networks. Written by Brega Joel Othniel and Drogba Ketoura under the supervision of Dr. Cyr Emile M'Lan, the book blends theory with real-world case studies you can reproduce today.\u003c\/p\u003e\u003cp\u003eLearn the core building blocks-neurons, layers, weights, biases, and activation functions (Sigmoid, Tanh, ReLU)-through intuitive explanations and LaTeX equations. Master training mechanics: forward\/backward passes, cross-entropy and MSE loss, gradient descent, regularization, and early stopping.\u003c\/p\u003e\u003cp\u003eFive complete applications show the power of neural networks in action: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eLSTM-based predictive irrigation\u003c\/strong\u003e that cuts water use by 20-46 % while preserving crop yield.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eHard-drive failure forecasting\u003c\/strong\u003e using SMART data and regression models.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eMobile-banking adoption analysis\u003c\/strong\u003e in Bangladesh with sensitivity-ranked factors.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eHouse-price prediction\u003c\/strong\u003e in Singapore outperforming multiple regression (R  ≈ 0.966).\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eNext-day AAPL stock closing price\u003c\/strong\u003e forecast (MAE $3.64, R  0.985) using only five daily inputs.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eAll examples include \u003cstrong\u003eR code\u003c\/strong\u003e (quantmod, neuralnet, NeuralNetTools), datasets (Iris, AAPL 2020-2024), detailed figures, tables, and performance metrics. Whether you are a student, researcher, farmer, data engineer, or financial analyst, this book equips you to build, understand, and deploy neural networks that solve real problems.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Joel Othniel Brega,Drogba Ketoura\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9798232368142\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Joel Othniel Brega\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 11\/08\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 114\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.36lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.00h x 6.00w x 0.27d","brand":"Joel Othniel Brega","offers":[{"title":"Paperback","offer_id":47931179204863,"sku":"9798232368142","price":16.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_a78358b5-e36d-49a1-a828-2ff0d2d9f1c9.jpg?v=1766346987","url":"https:\/\/www.whiterainbookhouse.com\/products\/introduction-to-neural-networks-joel-othniel-brega-9798232368142","provider":"WR Book House","version":"1.0","type":"link"}