Opening book details…
Can I read Machine learning and data science blueprints for finance : from building trading strategies to robo-advisors using Python on EtoBox?
Machine learning and data science blueprints for finance : from building trading strategies to robo-advisors using Python by Tatsat, Hariom, Puri, Sahil, Lookabaugh, Brad is a science book available to read on EtoBox.
What is Machine learning and data science blueprints for finance : from building trading strategies to robo-advisors using Python about?
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 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 Algori
Who reads Machine learning and data science blueprints for finance : from building trading strategies to robo-advisors using Python?
It is typically read by self-directed learners exploring a subject in depth.
Common subject areas: history, science, philosophy, social sciences.
- Author
- Tatsat, Hariom, Puri, Sahil, Lookabaugh, Brad
- Publisher
- O'Reilly Media, Incorporated
- Published
- 2020
- Language
- EN
- ISBN
- 9781492073055
- Category
- science
- Subjects
- Finance, Computer Science, Business
- Rating
- 4.4 / 5 (79 ratings)
- Updated
- 2026-03-14
More by Tatsat, Hariom, Puri, Sahil, Lookabaugh, Brad
Browse all works by Tatsat, Hariom, Puri, Sahil, Lookabaugh, Brad
Similar books
- Python : Real World Machine Learning : Learn to Solve Challenging Data Science Problems by Building Powerful Machine Learning Models Using Python — Boschetti, Alberto; Hearty, John; Joshi, Prateek; Massaron, Luca; Sjardin, Bastiaan (1977)
- Building Machine Learning Systems with Python — Luis Pedro Coelho Willi Richert (2013)
- Advanced Data Analytics Using Python : With Machine Learning, Deep Learning and NLP Examples — Sayan Mukhopadhyay (2018)
- HANDS-ON SUPERVISED LEARNING WITH PYTHON : Learn How to Solve Machine Learning Problems With... Supervised Learning Algorithms Using Python — Gnana Lakshmi T C, Madeleine Shang (2021)
- Hands-On Machine Learning for Algorithmic Trading : Design and Implement Investment Strategies Based on Smart Algorithms That Learn From Data Using Python — Stefan Jansen (2018)
- Deep Learning for Finance: Creating Machine and Deep Learning Models for Trading in Python — Sofien Kaabar (2024)