Generative Data Intelligence

Tag: Backtesting

Dynamic Cryptocurrency Trading Backtesting Platform — Python

Is your trading strategy profitable?Great, now we have a large dataset of cryptocurrency prices. Before we get into the trading environment, let’s create...

Managing missing values in your target and related datasets with automated imputation support in Amazon Forecast

Amazon Forecast is a fully managed service that uses machine learning (ML) to generate highly accurate forecasts without requiring any prior ML experience....

Backtesting of margin models

Given the recent increases in initial margin that I covered in a few recent blogs (see Procyclical margins in the time of Covid-19...

Procyclical margins in the time of Covid-19

I recently read an interesting BIS Bulletin, titled “The CCP-Bank nexus in the time of Covid-19”, by Wenqian Huang and Elod Takis (available...

AI For Portfolio Management: From Markowitz To Reinforcement Learning

Artificial intelligence, machine learning, big data, and other buzzwords are disrupting decision making in almost any area of finance. On the back office, machine learning is widely applied to spot anomalies in execution logs, for risk management and fraudulent transaction detection. At the front office, AI is used for customer segmentation and support and pricing the derivatives. […]

The post AI For Portfolio Management: From Markowitz To Reinforcement Learning appeared first on TOPBOTS.

12 Use Cases of AI and Machine Learning In Finance

In today’s era of digitization, staying updated on technological advancements is a necessity for businesses to both outsmart the competition and achieve desired business...

Algorithmic Trading Strategies, Explained

Momentum trading is based around the logic that if a predominant trend is already visible in the market, then that trend is plausibly...

Cryptocurrency Copy Trading in 2020

Cryptocurrency trading may seem like an easy passive income opportunity, but it's not exactly like that. It can be lucrative and not too tiring...

80 Crypto Trading Terms You Must Know

So, you have started to get acquainted with the crypto market but there are still some crypto trading terms or abbreviations whose real...

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