Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Implementing Machine Learning for Finance

Implementing Machine Learning for Finance

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9781484271094
Condition
New
Product Description

Bring together machine learning (ML) and deep learning (DL) in financial trading, with an emphasis on investment management. This book explains systematic approaches to investment portfolio management, risk analysis, and performance analysis, including predictive analytics using data science procedures. The book introduces pattern recognition and future price forecasting that exerts effects on time series analysis models, such as the Autoregressive Integrated Moving Average (ARIMA) model, Seasonal ARIMA (SARIMA) model, and Additive model, and it covers the Least Squares model and the Long Short-Term Memory (LSTM) model. It presents hidden pattern recognition and market regime prediction applying the Gaussian Hidden Markov Model. The book covers the practical application of the K-Means model in stock clustering. It establishes the practical application of the Variance-Covariance method and Simulation method (using Monte Carlo Simulation) for value at risk estimation. It also includes market direction classification using both the Logistic classifier and the Multilayer Perceptron classifier. Finally, the book presents performance and risk analysis for investment portfolios. By the end of this book, you should be able to explain how algorithmic trading works and its practical application in the real world, and know how to apply supervised and unsupervised ML and DL models to bolster investment decision making and implement and optimize investment strategies and systems. What You Will Learn Understand the fundamentals of the financial market and algorithmic trading, as well as supervised and unsupervised learning models that are appropriate for systematic investment portfolio management Know the concepts of feature engineering, data visualization, and hyperparameter optimization Design, build, and test supervised and unsupervised ML and DL models Discover seasonality, trends, and market regimes, simulating a change in the market and investment strategy problems and predicting market direction and prices Structure and optimize an investment portfolio with preeminent asset classes and measure the underlying risk Who This Book Is For Beginning and intermediate data scientists, machine learning engineers, business executives, and finance professionals (such as investment analysts and traders).

Available Colors
Available Sizes
1 Offer Price Range: $39.99 - $39.99
BEST PRICE

Single Product Purchase

$39.99
@ Link.springer.com     BUY Now

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$39.99 $39.99

$39.99
See Site In stock Visit Store

Similar Products

Education and Social Change in Latin America

$54.99

Biosphere Origin and Evolution

$129.00

Fachwrterbuch Elektronische Medien und Dienste / Dictionary of Electronic Media and Services

$59.99

Performance and QoS of Next Generation Networking

$84.99

Strategic Intelligence and Civil Affairs to Understand Legitimacy and Insurgency

$59.99

Decision and Game Theory for Security

$54.99

Urban Narratives: Exploring Identity, Heritage, and Sustainable Development in Cities

$189.00

Electrets In Engineering

$279.99

Kraftarten und Bewegungsformen

$59.99

Kunst der Provokation

$17.99

T-Cell Motility

$84.99

Vorrichtungssysteme fr die flexibel automatisierte Montage

$69.99

Holonic and Multi-Agent Systems for Manufacturing

$69.99

Anleitung zur Abschtzung stehender Kiefern nach Massentafeln und nach dem Augenmasse

$39.99

Nuclear Chemistry

$89.99

Forensic Pathology Reviews 5

$169.99

In-Vitro Diagnostic Devices

$84.99

Practical Spirituality and Human Development

$109.99

Credible Asset Allocation, Optimal Transport Methods, and Related Topics

$169.00

Lecture Notes on Principles of Plasma Processing

$169.99

Reduction in Organic Synthesis

$69.99

Modeling, Simulation and Control of Nonlinear Engineering Dynamical Systems

$169.00

Words in Everyday Life

$19.99

Breathing Life into Sexuality Education

$139.99

The Kissing Hand: A Pocket Full of Kisses

$5.21

Advances in Cryptology ASIACRYPT 2022

$129.99

Klausurentrainer Technische Mechanik

$29.99

Progress in Botany Vol. 82

$169.99

R-Loops

$249.99

Computing and Combinatorics

$39.99

The Geohistorical Approach

$179.99

Festschrift zur Feier des Zweihundertjhrigen Bestehens der Akademie der Wissenschaften in Gttingen

$59.99

Mobile Web and Intelligent Information Systems

$59.99

Transfer Operators, Endomorphisms, and Measurable Partitions

$34.99

Fly Girls

$6.71

The Obama Presidency and the Politics of Change

$129.99

Computational Thinking: A Perspective on Computer Science

$69.99

Risk Management in Public Health

$169.99

The Constitutional Law of Bangladesh

$199.99

Sleep and its Disorders

$84.99