{"product_id":"machine-learning-for-finance-principles-and-practice-for-financial-insiders-9781789136364","title":"Machine Learning for Finance: Principles and practice for financial insiders","description":"\u003cb\u003eBook Synopsis\u003c\/b\u003e\u003cbr\u003e\u003cp\u003e\u003cb\u003eA guide to advances in machine learning for financial professionals, with working Python code\u003c\/b\u003e\u003c\/p\u003eKey Features\u003cul\u003e\n\u003cli\u003eExplore advances in machine learning and how to put them to work in financial industries\u003c\/li\u003e\n\u003cli\u003eClear explanation and expert discussion of how machine learning works, with an emphasis on financial applications\u003c\/li\u003e\n\u003cli\u003eDeep coverage of advanced machine learning approaches including neural networks, GANs, and reinforcement learning\u003c\/li\u003e\n\u003c\/ul\u003eBook Description\u003cp\u003eMachine Learning for Finance explores new advances in machine learning and shows how they can be applied across the financial sector, including in insurance, transactions, and lending. It explains the concepts and algorithms behind the main machine learning techniques and provides example Python code for implementing the models yourself.\u003c\/p\u003e\u003cp\u003eThe book is based on Jannes Klaas’ experience of running machine learning training courses for financial professionals. Rather than providing ready-made financial algorithms, the book focuses on the advanced ML concepts and ideas that can be applied in a wide variety of ways.\u003c\/p\u003e\u003cp\u003eThe book shows how machine learning works on structured data, text, images, and time series. It includes coverage of generative adversarial learning, reinforcement learning, debugging, and launching machine learning products. It discusses how to fight bias in machine learning and ends with an exploration of Bayesian inference and probabilistic programming.\u003c\/p\u003eWhat you will learn\u003cul\u003e\n\u003cli\u003eApply machine learning to structured data, natural language, photographs, and written text\u003c\/li\u003e\n\u003cli\u003eHow machine learning can detect fraud, forecast financial trends, analyze customer sentiments, and more\u003c\/li\u003e\n\u003cli\u003eImplement heuristic baselines, time series, generative models, and reinforcement learning in Python, scikit-learn, Keras, and TensorFlow\u003c\/li\u003e\n\u003cli\u003eDig deep into neural networks, examine uses of GANs and reinforcement learning\u003c\/li\u003e\n\u003cli\u003eDebug machine learning applications and prepare them for launch\u003c\/li\u003e\n\u003cli\u003eAddress bias and privacy concerns in machine learning\u003c\/li\u003e\n\u003c\/ul\u003eWho this book is for\u003cp\u003eThis book is ideal for readers who understand math and Python, and want to adopt machine learning in financial applications. The book assumes college-level knowledge of math and statistics.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eTable of Contents\u003c\/b\u003e\u003cbr\u003eTable of Contents\u003col\u003e\n\u003cli\u003eNeural Networks and Gradient-Based Optimization\u003c\/li\u003e\n\u003cli\u003eApplying Machine Learning to Structured Data\u003c\/li\u003e\n\u003cli\u003eUtilizing Computer Vision\u003c\/li\u003e\n\u003cli\u003eUnderstanding Time Series\u003c\/li\u003e\n\u003cli\u003eParsing Textual Data with Natural Language Processing\u003c\/li\u003e\n\u003cli\u003eUsing Generative Models\u003c\/li\u003e\n\u003cli\u003eReinforcement Learning for Financial Markets\u003c\/li\u003e\n\u003cli\u003ePrivacy, Debugging, and Launching Your Products\u003c\/li\u003e\n\u003cli\u003eFighting Bias\u003c\/li\u003e\n\u003cli\u003eBayesian Inference and Probabilistic Programming\u003c\/li\u003e\n\u003c\/ol\u003e","brand":"Packt Publishing Limited","offers":[{"title":"Default Title","offer_id":52085542715735,"sku":"9781789136364","price":38.34,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0817\/1739\/5799\/files\/9781789136364.jpg?v=1762209909","url":"https:\/\/bookcurl.com\/products\/machine-learning-for-finance-principles-and-practice-for-financial-insiders-9781789136364","provider":"Book Curl","version":"1.0","type":"link"}