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Machine Learning and Data Science Blueprints for Finance: From Building Trading Strategies to Robo-Advisors Using Python

MRP: Rs.1,575.00
Price in points: 1575 points
9789385889240
In stock
(Ships in 10-12 days)
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Minimum quantity for "Machine Learning and Data Science Blueprints for Finance: From Building Trading Strategies to Robo-Advisors Using Python" is 1.

All Indian Reprints of O'Reilly are printed in Grayscale

Over the next few decades, machine learning and data science will transform the finance industry. With this practical book, analysts, traders, researchers, and developers will learn how to build machine learning algorithms crucial to the industry. You’ll examine ML concepts and over 20 case studies in supervised, unsupervised, and reinforcement learning, along with natural language processing (NLP).

Ideal for professionals working at hedge funds, investment and retail banks, and fintech firms, this book also delves deep into portfolio management, algorithmic trading, derivative pricing, fraud detection, asset price prediction, sentiment analysis, and robo-advisor and chatbot development. You’ll explore real-life problems faced by practitioners and learn scientifically sound solutions supported by code and examples.

This book covers:

  • Supervised learning regression-based models for trading strategies, derivative pricing, and portfolio management
  • Supervised learning classification-based models for credit default risk prediction, fraud detection, and trading strategies
  • Dimensionality reduction techniques with case studies in portfolio management, trading strategy, and yield curve construction
  • Algorithms and clustering techniques for finding similar objects, with case studies in trading strategies and portfolio management
  • Reinforcement learning models and techniques used for building trading strategies, derivatives hedging, and portfolio management
  • NLP techniques using Python libraries such as NLTK and scikit-learn for transforming text into meaningful representations

Books

Author 1:
Hariom Tatsat
Author 2:
Brad Lookabaugh
Author 3:
Sahil Puri
Binding:
Paperback
Condition Type:
New
Country Origin:
India
Edition:
First
Gift Wrap:
N
Leadtime to ship in days (default):
Ships in 10-12 days
Leadtime to ship in days(if not in stock):
Ships in 12-15 days
Pages:
432
Publication Date:
26/10/2020
Publisher:
Shroff/O'Reilly
Year:
2020

Dimensions

Dimensions (W x H x D):
7 x 9 x .8 inch

Table of Contents (9789385889240_toc.pdf, 78 Kb) [Download]