stocks
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Deep Learning for Forex Trading
Many research papers cover the prediction of financial time series but only a small number of them speak about the application in a real trading strategy. Most of the time the research only gives the performance metrics of the model (accuracy, RMSE, …) but without trying to transform it into a profitable strategy. When we talk about financial time series, we talk about stochastic processes, meaning it deals with a lot of randomness. For this reason, it’s unrealistic to expect getting an accuracy similar to the ones obtained in many other applications of Deep Learning. So, don’t expect getting a 80% accuracy when predicting the market to go up or down for a given time horizon. Predicting Financial Time Series is known to be one of the hardest task in Machine Learning. The purpose is instead of trying to find a model that can give you a small edge when compared to a pure random guess, or to a pure Buy and Hold strategy when we speak about the stock market. There is also a lot of things to take care regarding the data processing when applying Machine Learning to Financial Time Series. If you are a beginner in this field of research or if you get good metrics from your model but poor real trading results, you can read our paper covering this subject, Financial Time Series Data Processing for Machine Learning, it can help you to understand what’s going wrong. For years now, and in collaboration with two French engineer schools, CentralSupelec and Polytechnique, Lusis AI Department is working on Financial Time Series predictions in the perspective of applicable trading strategies. In this article and the future ones, the reader will find some methods and results than can help him a lot with his own research. But because much more than in any other domain, an AI Based Trading Strategy that works can directly be transformed into money, so we will obiously never disclose the most important things enabling to reproduce our models. If you find a reproducible model with very good metrics anywhere in a paper, take care and do your own research and backtest before investing with it.
By tissue leek3 years ago in Trader
Streamline Your Email Marketing with Automated Bounce Handling
Automated Bounce Handling: Simplifying Email Marketing with GetResponse Email marketing has become a vital part of every business's digital marketing strategy. It's a great way to communicate with your customers and prospects, share information about your products and services, and promote your brand. However, not all emails are delivered successfully to their recipients, and some are returned as "bounced" emails. This can be due to various reasons such as invalid email addresses, full inboxes, or blocked email addresses. Automated bounce handling is an essential feature that can help you manage these bounced emails efficiently. In this article, we will discuss how GetResponse can simplify your email marketing efforts with its automated bounce handling feature.
By Tachfine Maouchi3 years ago in Trader
MarketingBlocks - UNLIMITED information
MarketingBlocks UNLIMITED information If you're an entrepreneur or marketer looking to take your business to the next level, you need a solid marketing strategy. But creating a strategy that works can be time-consuming and overwhelming. That's where MarketingBlocks UNLIMITED information comes in. Our program provides you with everything you need to create a winning marketing strategy, without the hassle.
By Adama Traore3 years ago in Trader
PitchKickstart for ChatGPT - Bundle information
Bundle information Are you struggling to craft the perfect pitch for your business? Do you want to impress potential investors, partners, or clients with a compelling presentation? Look no further than PitchKickstart for ChatGPT Bundle information! Our comprehensive program offers expert coaching, data-driven insights, and a wealth of resources to help you create pitches that get results.
By Adama Traore3 years ago in Trader
PitchKickstart for ChatGPT - Commercial information
Are you tired of struggling to create effective pitches for your business? Do you find it challenging to communicate your ideas and products to potential investors or clients? Look no further than PitchKickstart for ChatGPT Commercial information. Our comprehensive program will teach you the skills you need to craft compelling pitches and take your business to the next level.
By Adama Traore3 years ago in Trader
"Discover the Power of Manifestation and Transform Your Life"
Manifestation is a powerful tool that can help you transform your life and achieve your goals. By harnessing the power of your thoughts, feelings, and beliefs, you can attract the people, opportunities, and experiences that align with your deepest desires. In this article, we'll explore the steps you can take to discover the power of manifestation and transform your life.
By Amjad Ijaz 3 years ago in Trader
Sendiio 3.0 Bundle The Ultimate Solution for Email, Text, and Facebook Marketing
Sendiio 3.0 Bundle :The Ultimate Solution for Email, Text, and Facebook Marketing 1. Introduction In today's fast-paced business environment, it's essential to have an all-in-one marketing platform that can help you streamline your campaigns and increase your ROI. That's where the Sendiio 3.0 Bundle comes in. This powerful tool is designed to help businesses of all sizes automate and optimize their marketing efforts. In this blog post, we'll highlight the key features of Sendiio 3.0 and explain why it's a must-have tool for any serious marketer.
By Adama Traore3 years ago in Trader
Sendiio 3.0 Bundle information
Sendiio 3.0 Bundle information 1. Introduction Are you looking for a powerful marketing tool that can help you streamline your business and increase sales? Look no further than the Sendiio 3.0 Bundle. This all-in-one marketing platform is designed to help businesses of all sizes automate and optimize their marketing campaigns. In this review, we'll take a closer look at the key features of Sendiio 3.0 and explain why it's a must-have tool for any serious marketer.
By Adama Traore3 years ago in Trader
Sendiio 3.0 Agency information
Sendiio 3.0 Agency is an email marketing software that allows users to send messages, text messages, and even Facebook Messenger messages all from one central platform. This tool is perfect for businesses of all sizes who want to streamline their communication efforts with their customers. In this review, we will take a closer look at Sendiio 3.0 Agency and highlight all of its important features.
By Adama Traore3 years ago in Trader
