Machine Learning for Finance
Principles and practice for financial insiders
| Price | $31.99 - $50.31
|
| Rating |   |
| Author | Jannes Klaas |
| Publisher | Packt Publishing |
| Published | 2019 |
| Pages | 456 |
| Language | English |
| Format | Paper book / ebook (PDF) |
| ISBN-10 | 1789136369 |
| ISBN-13 | 9781789136364 |
Machine Learning for Finance explores new advances in machine learning and shows how they can be applied across the financial sector, including insurance, transactions, and lending. This book explains the concepts and algorithms behind the main machine learning techniques and provides example Python code for implementing the models yourself.
The 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 advanced machine learning concepts and ideas that can be applied in a wide variety of ways.
The book systematically explains how machine learning works on structured data, text, images, and time series. You'll cover generative adversarial learning, reinforcement learning, debugging, and launching machine learning products. Later chapters will discuss how to fight bias in machine learning. The book ends with an exploration of Bayesian inference and probabilistic programming.
- Jannes Klaas
4 5 6
Similar Books
Machine Learning for Decision Makers
by Patanjali Kashyap
Take a deep dive into the concepts of machine learning as they apply to contemporary business and management. You will learn how machine learning techniques are used to solve fundamental and complex problems in society and industry. Machine Learning for Decision Makers serves as an excellent resource for establishing the relationship of m...
Price: $29.99 | Publisher: Apress | Release: 2017
Machine Learning Applications Using Python
by Puneet Mathur
Gain practical skills in machine learning for finance, healthcare, and retail. This book uses a hands-on approach by providing case studies from each of these domains: you'll see examples that demonstrate how to use machine learning as a tool for business enhancement. As a domain expert, you will not only discover how machine learning is ...
Price: $28.32 | Publisher: Apress | Release: 2019
Machine Learning for Healthcare Analytics Projects
by Eduonix Learning Solutions
Machine Learning (ML) has changed the way organizations and individuals use data to improve the efficiency of a system. ML algorithms allow strategists to deal with a variety of structured, unstructured, and semi-structured data. Machine Learning for Healthcare Analytics Projects is packed with new approaches and methodologies for creatin...
Price: $23.99 | Publisher: Packt Publishing | Release: 2018
Reinforcement and Systemic Machine Learning for Decision Making
by Parag Kulkarni
There are always difficulties in making machines that learn from experience. Complete information is not always available - or it becomes available in bits and pieces over a period of time. With respect to systemic learning, there is a need to understand the impact of decisions and actions on a system over that period of time. This book t...
Price: $76.50 | Publisher: Wiley | Release: 2012
by Drew Conway, John Myles White
If you're an experienced programmer interested in crunching data, this book will get you started with machine learning - a toolkit of algorithms that enables computers to train themselves to automate useful tasks. Authors Drew Conway and John Myles White help you understand machine learning and statistics tools through a series of hands-o...
Price: $18.12 | Publisher: O'Reilly Media | Release: 2012
by Doug Hudgeon, Richard Nichol
Machine learning can deliver these and other advantages to your business, and it's never been easier to get started!Machine learning can deliver huge benefits for everyday business tasks. With some guidance, you can get those big wins yourself without complex math or highly paid consultants! If you can crunch numbers in Excel, you can use...
Price: $27.99 | Publisher: Manning | Release: 2019
by Akhil Wali
Clojure for Machine Learning is an introduction to machine learning techniques and algorithms. This book demonstrates how you can apply these techniques to real-world problems using the Clojure programming language.It explores many machine learning techniques and also describes how to use Clojure to build machine learning systems. This bo...
Price: $29.99 | Publisher: Packt Publishing | Release: 2014
by Patrick R. Nicolas
The discovery of information through data clustering and classification is becoming a key differentiator for competitive organizations. Machine learning applications are everywhere, from self-driving cars, engineering designs, biometrics, and trading strategies, to detection of genetic anomalies.The book begins with an introduction to the...
Price: $35.99 | Publisher: Packt Publishing | Release: 2014