finance deep learning を様々なネット通販でまとめて検索

finance deep learning

Machine Learning for Economics and Finance in TensorFlow 2 Deep Learning Models for Research and Industry【電子書籍】 Isaiah Hull

Probabilistic Machine Learning for Finance and Investing【電子書籍】 Deepak K. Kanungo

Deep Learning for Finance【電子書籍】 Sofien Kaabar

Machine Learning for Economics and Finance in TensorFlow 2 Deep Learning Models for Research and Industry【電子書籍】[ Isaiah Hull ]

ショップ楽天Kobo電子書籍ストア

価格￥7,291

商品の詳細ページへ(楽天市場)

商品の説明

＜p＞Machine learning has taken time to move into the space of academic economics. This is because empirical research in economics is concentrated on the identification of causal relationships in parsimonious statistical models; whereas machine learning is oriented towards prediction and is generally uninterested in either causality or parsimony. That leaves a gap for students, academics, and professionals who lack a standard reference on machine learning for economics and finance.＜/p＞＜p＞This book focuses on economic and financial problems with an empirical dimension, where machine learning methods may offer something of value. This includes coverage of a variety of discriminative deep learning models (DNNs, CNNs, LSTMs, and DQNs), generative machine learning models (GANs and VAEs), and tree-based models. It also covers the intersection of empirical methods in economics and machine learning, including regression analysis, natural language processing, and dimensionality reductio...

Probabilistic Machine Learning for Finance and Investing【電子書籍】[ Deepak K. Kanungo ]

ショップ楽天Kobo電子書籍ストア

価格￥5,430

商品の詳細ページへ(楽天市場)

商品の説明

＜p＞There are several reasons why probabilistic machine learning represents the next-generation ML framework and technology for finance and investing. This generative ensemble learns continually from small and noisy financial datasets while seamlessly enabling probabilistic inference, retrodiction, prediction, and counterfactual reasoning. Probabilistic ML also lets you systematically encode personal, empirical, and institutional knowledge into ML models.＜/p＞＜p＞Whether they're based on academic theories or ML strategies, all financial models are subject to modeling errors that can be mitigated but not eliminated. Probabilistic ML systems treat uncertainties and errors of financial and investing systems as features, not bugs. And they quantify uncertainty generated from inexact inputs and outputs as probability distributions, not point estimates. This makes for realistic financial inferences and predictions that are useful for decision-making and risk management.＜/p＞＜p＞Unl...

Deep Learning for Finance【電子書籍】[ Sofien Kaabar ]

ショップ楽天Kobo電子書籍ストア

価格￥5,157

商品の詳細ページへ(楽天市場)

商品の説明

＜p＞Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorithms based on machine learning and reinforcement learning.＜/p＞＜p＞Sofien Kaabarーfinancial author, trading consultant, and institutional market strategistーintroduces deep learning strategies that combine technical and quantitative analyses. By fusing deep learning concepts with technical analysis, this unique book presents outside-the-box ideas in the world of financial trading. This A-Z guide also includes a full introduction to technical analysis, evaluating machine learning algorithms, and algorithm optimization.＜/p＞＜ul＞＜li＞Understand and create machine learning and deep learning models＜/li＞＜li＞Explore the details ...

キーワード検索

リンク

Supported by 楽天ウェブサービス

上に戻る