- Home Page /
- Books /
- Business, Finance & Law /
- E-Commerce /
- E-business /
- Machine Learning for Algorithmic Trading: Pre...
Item #:
45158780
Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies
87% of respondents would recommend this to a friend
Item #:
45158780
€ 105
Price Details
Excluding Shipping & Custom charges ( Shipping and custom charges will be calculated on checkout )
*All items will import from UK
2%
0 ratings
Write a review
In stock
Imported from UK store
QTY:
Order now and get it around Friday, October 09
Secured transaction
Ubuy works hard to protect your security and privacy. Our advanced payment security system ensures confidentiality by encrypting your information during transmission using AES (Advanced Encryption Standards) and SSL (Secure Socket Layer) protocols. Your payment details are 100% secure as we do not share your payment details with third party sellers.
Our Top Logistics Partners
Build and evaluate supervised, unsupervised, and reinforcement learning models for trading strategies using machine learning and alternative data.
Buy Now Pay Later
Fast
Shipping
Free
Return*
Secure Packaging
100% Original Products
PCI DSS Compliance
ISO 27001 Certified
What Stands Out
Advanced Predictive Models
This book covers cutting-edge predictive models that help traders identify market signals, empowering them to make informed decisions and enhance profitability in their trading strategies.
Python Focused
Utilizing Python, a dominant language in data science, this book provides practical examples and coding techniques, making it accessible for both beginners and experienced programmers in algorithmic trading.
Market & Alternative Data
It emphasizes using both market and alternative data, ensuring traders can leverage diverse datasets for comprehensive analysis, thereby improving their systematic trading approaches and decision-making processes.
Product Details
- Design, train, and assess machine learning algorithms for automated trading strategies
- Create a research process to utilize predictive modeling in trading decisions
- Utilize NLP and deep learning to extract tradeable signals from market and alternative data
- Learn to work with market, fundamental, and alternative data to generate tradeable signals
- Implement machine learning techniques for investment and trading problem-solving
- Target audience: data analysts, Python developers, investment analysts, and portfolio managers
| Publisher | Packt Publishing |
| Publication date | 31 July 2020 |
| Edition | 2nd edition |
| Language | English |
| Print length | 820 pages |
| ISBN-10 | 1839217715 |
| ISBN-13 | 978-1839217715 |
| Item weight | 1.47 kg |
| Dimensions | 19.05 x 4.72 x 23.5 cm |
Who Should Buy?
-
Aspiring Traders
Ideal for those looking to integrate machine learning techniques into their trading strategies for improved performance.
-
Data Scientists
Beneficial for individuals with data science backgrounds wanting to apply machine learning in finance and trading contexts.
-
Python Developers
Great for programmers familiar with Python who want to learn about financial applications and algorithmic trading.
-
Beginners in Trading
Not suitable for novice traders without prior knowledge of trading concepts or programming skills in Python.
Product Description
About This Item
Introducing the "Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition" 2nd Edition. Are you looking to take your algorithmic trading strategies to the next level? Look no further! This comprehensive guide is packed with valuable insights and techniques that will help you harness the power of machine learning to make informed trading decisions. With the rise of big data and advancements in technology, traditional methods of trading are being replaced by more sophisticated approaches. This book dives deep into the world of machine learning and its applications in algorithmic trading, providing you with the tools and knowledge needed to develop successful systematic trading strategies. Using Python, a popular programming language in the world of finance, you'll learn how to build predictive models that can extract signals from market and alternative data.
This will enable you to identify profitable trading opportunities and make data-driven decisions with confidence. Whether you're a seasoned trader or just starting out, this book is suitable for all levels of expertise. It covers a wide range of topics, including quantitative trading models, algorithmic trading algorithms, and systematic trading techniques. You'll also discover how to implement machine learning algorithms for trading and use predictive analytics to optimize your trading strategies. What sets this 2nd edition apart is its updated content and examples.
The author has included the latest developments in the field of algorithmic trading, ensuring that you have access to the most up-to-date information. Additionally, the book provides practical exercises and real-world case studies to reinforce your learning and help you apply the concepts in a practical setting. So, if you're ready to take your algorithmic trading strategies to new heights, "Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition" is the essential guide you've been waiting for. Don't miss out on this opportunity to gain a competitive edge in the financial markets.
Grab your copy today and start making smarter trading decisions.
Dietary Supplement Disclaimer
Statements regarding dietary supplements have not been evaluated by the Food and Drug Administration and are not intended to diagnose, treat, cure, or prevent any disease or health condition.
Have any Query? Chat with us
Customer Questions & Answers
-
Question:
How to Shop Machine Learning for Algorithmic Trading: Predictive Online From Ubuy?
Answer: It’s easy to shop Machine Learning for Algorithmic Trading: Predictive online from Ubuy. You just have to search for the product, choose your shipping method while checking out and get it delivered to your location. -
Question:
Is Machine Learning for Algorithmic Trading: Predictive Available to Shop Online in Germany?
Answer: Yes, at Ubuy Germany this product is available for you to shop at a reasonable price. The Machine Learning for Algorithmic Trading: Predictive is not available locally but you can trust us with our express shipping services. -
Question:
How Long Does It Take to Get Product After Placing the Order?
Answer: The delivery time of your ordered product varies as per what you've ordered and the shipping method that you've chosen. The estimated delivery time is mentioned during the checkout process, so be carefree while shopping.
E-business Editorial Review
Machine Learning for Algorithmic Trading: Predictive models to extract signals from market and alternative data for systematic trading strategies with Python, 2nd Edition is a comprehensive guide to algorithmic trading. The book covers a wide range of topics and includes various predictive models for extracting market signals. The first section of the book provides a solid foundation in electronic trading basics and economic/portfolio fundamentals. The book assumes a certain level of knowledge and proficiency in Python, Pandas, and third-party libraries. It also expects readers to have a familiarity with regression, gradient boosting, FFNN, convolutional networks, NLP, time series analysis, GANs, linear algebra, calculus, and statistics. While the book is introductory in nature, it is not dumbed-down and requires readers to read around and do additional research as needed. One of the strengths of the book is its extensive coverage and the wealth of information it provides. Readers can gain significant momentum and go beyond their expectations by using the book in conjunction with online references. However, there are a few drawbacks to be aware of. The book heavily relies on a large number of libraries, which can lead to conflicts in versioning and require significant time to resolve. Some of the code provided may not work as intended, and readers may need to make modifications or hacks to get it to work. Additionally, the book makes use of the now-defunct Quantopian resources and libraries, which limits its practical usefulness. The author may Consider updating future editions of the book to use alternative resources, such as QuantConnect's LEAN APIs and trading engine. Despite these limitations, the book is highly recommended for those with the necessary experience and skills to navigate the challenges it presents. It offers a wealth of valuable information and stands out as a pragmatic resource in the field of algorithmic trading.
Customer Reviews & Ratings
1 customers ratings
-
5 Star
100%
-
4 Star
0%
-
3 Star
0%
-
2 Star
0%
-
1 Star
0%
Review this product
Share your thoughts with other customers
Pros
- Comprehensive coverage of algorithmic trading topics
- Extensive information and valuable insights
- Provides a solid foundation in electronic trading basics and economic/portfolio fundamentals
Cons
- Heavy reliance on libraries may cause conflicts and require extra effort to resolve
Product Price History
Important information
- Limitations : For products shipped internationally, please note that any manufacturer warranty may not be valid; manufacturer service options may not be available; product manuals, instructions, and safety warnings may not be in destination country languages; the products (and accompanying materials) may not be designed in accordance with destination country standards, specifications, and labeling requirements; and the products may not conform to destination country voltage and other electrical standards (requiring use of an adapter or converter if appropriate). The recipient is responsible for assuring that the product can be lawfully imported to the destination country. When ordering from Ubuy or its affiliates, the recipient is the importer of record and must comply with all laws and regulations of the destination country.
- Not all the products listed on Ubuy are for sale, as Ubuy is a global search engine. Products are subject to export/trade regulations.
€ 105
Order now and get it around Friday, October 09
This item is not restrict in my country.(Please click on above link if this item is not restrict in your country, So our team will review and allow.)
QTY:
Secured transaction
PCI DSS compliant and ISO 27001:2022 certified, with encrypted payments and full buyer protection on every order.
Our Top Logistics Partners
Fastest cross-border delivery
Features & Benefits
- Design, train, and evaluate machine learning algorithms to create trading strategies
- Work with market, fundamental, and alternative data to generate tradeable signals and alpha factors
- Backtest and evaluate machine learning-based trading strategies using pandas, NumPy, and pyfolio
- Optimize portfolio risk and performance analysis using various tools and techniques
- Train models to predict intraday returns based on high-quality trades and quotes data
- Ideal for data analysts, scientists, developers, investment analysts, and portfolio managers interested in learning machine learning for trading
Ubuy Assurance
Experience worry-free shopping with 100% original products, PCI DSS-compliant payment security, ISO 27001-certified data protection, the fastest cross-border delivery, free returns *, and secure packaging on every order.