reklama - zainteresowany?

Machine Learning for Algorithmic Trading - Second Edition - Septem

Machine Learning for Algorithmic Trading - Second Edition
ebook
Autor: Stefan Jansen
Tytuł oryginału: Machine Learning for Algorithmic Trading - Second Edition
ISBN: 9781839216787
stron: 822, Format: ebook
Data wydania: 2020-07-31
Księgarnia: Septem

Cena książki: 179,00 zł

Dodaj do koszyka Machine Learning for Algorithmic Trading - Second Edition

Tagi: Python | Uczenie maszynowe

The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models.

This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research.

This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples.

By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance.

Dodaj do koszyka Machine Learning for Algorithmic Trading - Second Edition

 

Osoby które kupowały "Machine Learning for Algorithmic Trading - Second Edition", wybierały także:

  • Python dla ka
  • Algorytmy i struktury danych. Kurs video. Java, JavaScript, Python
  • Data Science w Pythonie. Kurs video. Algorytmy uczenia maszynowego
  • Machine Learning i j
  • Data Science w Pythonie. Kurs video. Przetwarzanie i analiza danych

Dodaj do koszyka Machine Learning for Algorithmic Trading - Second Edition

Spis treści

Dodaj do koszyka Machine Learning for Algorithmic Trading - Second Edition

Code, Publish & WebDesing by CATALIST.com.pl



(c) 2005-2024 CATALIST agencja interaktywna, znaki firmowe należą do wydawnictwa Helion S.A.