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Stefan Jansen. Hands-On Machine Learning for Algorithmic Trading: Design and implement smart investment strategies to analyze market behavior using the Python ecosystem

The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This book enables you to use a broad range of supervised and unsupervised algorithms to extract signals from a wide variety of data sources and

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Advances in Financial Machine Learning
by Marcos López de Prado

Machine learning (ML) is changing virtually every aspect of our lives. Today, ML algorithms accomplish tasks that – until recently – only expert humans could perform. And finance is ripe for disruptive innovations that will transform how the following generations understand money and invest.
In the book, readers will learn how to:

• Structure

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- What Is One Pip in BTC/USD?
- How to Measure Pips in BTC/USD?
- How to Calculate Pips for Bitcoin?



It’s important to understand the type of lot size you’re working with when measuring pips for BTC/USD. You must also know the pip value. However, you learned that earlier. The pip value for one unit of BTC/USD is $0.01. Therefore, in a standard lot of 100,000 units, the pip measurement is $1,000. That lowers to $100 for mini

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Deep Learning and Artificial Intelligence: A Beginners’ Guide to Neural Networks and Deep Learning

Are you looking to get started in the world of Deep Learning, Artificial Intelligence and Neural Networks?
So, this book is for you:

• What are Neural Networks?
• Biological Neural Networks
• Artificial Neural Networks
• Keras Model and Layers
• Different Deep Learning Algorithms
• Benefits of Neural Networks
• Business

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A bull in finance purchases securities aiming to sell at a higher price and is the opposite of a bear in the ongoing bulls vs. bear battle. So, what is bull?



Knowing the difference between a bull and a bear helps deploy appropriate strategies. We will outline what a bull in finance is by examining the characteristics and showing examples, helping you understand the bull meaning in stock market conditions.

• A Bull in Finance

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