Financial Data Resampling for Machine Learning Based Trading

Financial Data Resampling for Machine Learning Based Trading
Title Financial Data Resampling for Machine Learning Based Trading PDF eBook
Author Tomé Almeida Borges
Publisher Springer Nature
Pages 93
Release 2021-02-22
Genre Mathematics
ISBN 3030683796

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This book presents a system that combines the expertise of four algorithms, namely Gradient Tree Boosting, Logistic Regression, Random Forest and Support Vector Classifier to trade with several cryptocurrencies. A new method for resampling financial data is presented as alternative to the classical time sampled data commonly used in financial market trading. The new resampling method uses a closing value threshold to resample the data creating a signal better suited for financial trading, thus achieving higher returns without increased risk. The performance of the algorithm with the new resampling method and the classical time sampled data are compared and the advantages of using the system developed in this work are highlighted.

Cryptocurrency Investing For Dummies

Cryptocurrency Investing For Dummies
Title Cryptocurrency Investing For Dummies PDF eBook
Author Kiana Danial
Publisher John Wiley & Sons
Pages 356
Release 2019-02-12
Genre Business & Economics
ISBN 1119533058

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The ultimate guide to the world of cryptocurrencies! While the cryptocurrency market is known for its volatility—and this volatility is often linked to the ever-changing regulatory environment of the industry—the entire cryptocurrency market is expected to reach a total value of $1 trillion this year. If you want to get in on the action, this book shows you how. Cryptocurrency Investing For Dummies offers trusted guidance on how to make money trading and investing in the top 200 digital currencies, no matter what the market sentiment. You'll find out how to navigate the new digital finance landscape and choose the right cryptocurrency for different situations with the help of real-world examples that show you how to maximize your cryptocurrency wallet. Understand how the cryptocurrency market works Find best practices for choosing the right cryptocurrency Explore new financial opportunities Choose the right platforms to make the best investments This book explores the hot topics and market moving events affecting cryptocurrency prices and shows you how to develop the smartest investment strategies based on your unique risk tolerance.

Day Trading Cryptocurrency

Day Trading Cryptocurrency
Title Day Trading Cryptocurrency PDF eBook
Author Phil C Senior
Publisher Independently Published
Pages 102
Release 2020-08-21
Genre
ISBN

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⚠ Stop Wasting Money On Ridiculous (And Expensive) Courses! ⚠ Are you still listening to those online "gurus"? Have cryptocurrencies left you in a spin? Do you want to take advantage of their immense power but don't know where to start? Are you seeking the opportunity to make money no matter what the market is like? Financial freedom is calling and this book will show you how to get there! Introducing Day Trading Cryptocurrency by Phil C. Senior. In this book, Phil is going to give you all of the secrets and tactics that have made him money from day trading cryptocurrencies. You're going to learn just how powerful this new asset class can be for your wealth. This isn't a book with standard technical indicators that every other day trading book proposes. Inside, you're going to learn how to decipher the thing that makes all markets move: Order flow! In addition to this, you'll also learn: The real deal about crypto, and why Bitcoin is not the best option for you to trade. How to day trade successfully and why you should day trade. How you can make money by being right less than half the time. The one thing you need to do to be successful. This is what other traders don't do! How much you should be concerned about volatility. Evaluating liquidity and selecting the best currencies to trade. And so much more! The best time to get in on cryptos was a decade ago. The second best time is right now! They have the power to bring you everything you want in life. Stop sitting on the sidelines and learn how to use them to gain the life of your dreams! Take action today.

Stock Trader's Almanac 2022

Stock Trader's Almanac 2022
Title Stock Trader's Almanac 2022 PDF eBook
Author Jeffrey A. Hirsch
Publisher John Wiley & Sons
Pages 211
Release 2021-10-26
Genre Business & Economics
ISBN 1119845912

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The Most Trusted Almanac Used by Savvy Investors to Profit Year after Year! Created by Yale Hirsch in 1967, the Stock Trader's Almanac has delivered money-making insights and strategies to investors for more than six decades. The Almanac originated such important market phenomena as the "January Barometer" and the "Santa Claus Rally" and was instrumental in popularizing other tradable strategies, such as "The Best Six Months Strategy" (commonly known as "Sell in May and Go Away") and the four-year Presidential Election Cycle. Mr. Hirsch imparted his knowledge of the stock market to his son, Jeffrey Hirsch. who joined the organization as a market analyst and historian under the mentorship of his father in 1990 and became editor-in-chief some years later. Even since, Jeff has carried on his father's tradition of constantly improving the Stock Trader's Almanac and has been tireless in his efforts to explain how investors can use the Stock Trader's Almanac to beat the market. Jeff regularly appears on major news networks such as CNBC, CNN and Bloomberg; he is quoted extensively in major newspapers and financial publications; and he is in high demand as conference speaker. In short, he is the media's "go-to guy" on all things related to applying the lessons of history to today's stock market. The 2022 Stock Trader’s Almanac, the 55th Annual Edition, continues its rich tradition of showing you the cycles, trends, and patterns you need to know in order to trade and/or invest with reduced risk and for maximum profit. Trusted by Barron's, The Wall Street Journal, the New York Times, and many other respected market authorities, this indispensable guide has helped generations of investors. Order your copy to make smarter, more profitable investment decisions in 2022.

Augury Investing Journal

Augury Investing Journal
Title Augury Investing Journal PDF eBook
Author Tyler DuPont
Publisher
Pages
Release 2020-03
Genre
ISBN 9781735361307

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The Augury Investing Journal is a tool for individual investors. Inside the journal, you will find a collection of Augury's value investing strategies as well as tools to help investors perform at a high level. This journal is great for individual investors of all experience levels and can be a beneficial tool to use throughout your investing career.

Crypto Technical Analysis

Crypto Technical Analysis
Title Crypto Technical Analysis PDF eBook
Author Alan John
Publisher Alan John
Pages 266
Release 2021-07-15
Genre
ISBN 9781087977324

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Technical Analysis is the ability to recognize order in chaos; to identify hidden patterns, and to turn such patterns into profit. In combination with the volatile and exploding market of cryptocurrency, technical analysis is a powerful skillset to acquire and develop for all investors. Cryptocurrency Technical Analysis is the most complete and comprehensible book about crypto technical analysis on the market, written for beginner and intermediate investors. The book delves specifically into the following: ★ Technical analysis (the key three, charts, indicators, oscillators, and more) ★ Fundamental analysis (utility, value, various project metrics, etc.) ★ Hype trading (sourcing trends, trading on hype, etc.) ★ General coin and token analysis (white papers, sentiment analysis, activity, supply mechanisms, etc.) ★ Algorithmic trading ★ Investing psychology ... and more!

Zero to Hero in Cryptocurrency Trading

Zero to Hero in Cryptocurrency Trading
Title Zero to Hero in Cryptocurrency Trading PDF eBook
Author Bogdan Vaida
Publisher Packt Publishing Ltd
Pages 322
Release 2023-09-28
Genre Computers
ISBN 1837634017

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Go from the bare basics to implementing your own automatic trading algorithm and become a cryptocurrency trading pro Key Features Excel at crypto trading with structured methodologies, practical examples, and real-time trading scenarios Go from the theoretical know-how to developing and testing your own strategy Transform manual trades into an automated algorithm for nonstop trades Purchase of the print or Kindle book includes a free PDF eBook Book DescriptionIn today's fast-paced digital age, cryptocurrencies have emerged as a revolutionary financial asset class, capturing the attention of investors and traders worldwide. However, navigating the world of cryptocurrency trading can be overwhelming for beginners. Zero to Hero in Cryptocurrency Trading acts as a guiding light to navigate this complex realm. This comprehensive guide to cryptocurrency trading empowers you to go from a novice trader to a proficient investor by helping you implement your own trading strategy. As you progress, you’ll gain structured trading knowledge through hands-on examples and real-time scenarios, bolstered by trading psychology and money management techniques. You’ll be able to automate your manual trades with an algorithm that works even while you sleep. You’ll also benefit from interactive teaching methods, including screenshots, charts, and drawings to help decode market operations and craft your unique edge in the dynamic crypto world. As an added bonus, you’ll receive ready-to-use templates to identify useful indicators, test your strategy, and even maintain a trading journal. By the end of this book, you’ll be well-equipped to trade cryptocurrencies and automate manual trading to give you an edge in the markets.What you will learn Master trading psychology and prevent emotions from sabotaging trades Manage risks by identifying and tailoring specific risk profiles Interpret, assess, and integrate technical indicators in your trading Get to grips with trading on a centralized exchange Get a deeper understanding of risk and money management Gain an edge by identifying trading patterns Automate the patterns into a strategy for a bot that operates 24/7 Who this book is forThis book is for finance and investment professionals, crypto market enthusiasts, and anyone new to trading who wants to kickstart their cryptocurrency trading journey. A basic understanding of cryptocurrencies is a must, but prior trading experience is not necessary.