Mastering Financial Pattern Recognition

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098120442
Total Pages : 291 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Mastering Financial Pattern Recognition by : Sofien Kaabar

Download or read book Mastering Financial Pattern Recognition written by Sofien Kaabar and published by "O'Reilly Media, Inc.". This book was released on 2022-10-18 with total page 291 pages. Available in PDF, EPUB and Kindle. Book excerpt: Candlesticks have become a key component of platforms and charting programs for financial trading. With these charts, traders can learn underlying patterns for interpreting price action history and forecasts. This A-Z guide shows portfolio managers, quants, strategists, and analysts how to use Python to recognize, scan, trade, and back-test the profitability of candlestick patterns. Financial author, trading consultant, and institutional market strategist Sofien Kaabar shows you how to create a candlestick scanner and indicator so you can compare the profitability of these patterns. With this hands-on book, you'll also explore a new type of charting system similar to candlesticks, as well as new patterns that have never been presented before. With this book, you will: Create and understand the conditions required for classic and modern candlestick patterns Learn the market psychology behind them Use a framework to learn how back-testing trading strategies are conducted Explore different charting systems and understand their limitations Import OHLC historical FX data in Python in different time frames Use algorithms to scan for and reproduce patterns Learn a pattern's potential by evaluating its profitability and predictability

Mastering Financial Pattern Recognition

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Author :
Publisher : O'Reilly Media
ISBN 13 : 9781098120474
Total Pages : 300 pages
Book Rating : 4.1/5 (24 download)

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Book Synopsis Mastering Financial Pattern Recognition by : Sofien Kaabar

Download or read book Mastering Financial Pattern Recognition written by Sofien Kaabar and published by O'Reilly Media. This book was released on 2023-01-31 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Candlesticks have become a key component of trading platforms and charting programs for financial trading. A candlestick is a financial chart that helps reveal underlying patterns for traders when interpreting price action history and forecasts. We are often taught how specific patterns behave in a certain way, but we have never really been taught how to trade or back-test them. This hands-on guide will teach you how to recognize, scan, trade, and back-test the profitability of candlestick patterns with Python. Furthermore, this book will introduce new patterns that have never been presented before, revealing the fruits of my research.Other topics discussed in the book include creating a candlestick scanner and indicator, as well as comparing the profitability of the patterns. We will also see a new type of charting system which is similar to candlesticks. This proposed book aims to be the A-Z guide to all candlestick patterns!

Python for Finance

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Publisher : BPB Publications
ISBN 13 : 9355516894
Total Pages : 480 pages
Book Rating : 4.3/5 (555 download)

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Book Synopsis Python for Finance by : Dmytro Zherlitsyn

Download or read book Python for Finance written by Dmytro Zherlitsyn and published by BPB Publications. This book was released on 2024-07-30 with total page 480 pages. Available in PDF, EPUB and Kindle. Book excerpt: DESCRIPTION Python's intuitive syntax and beginner-friendly nature makes it an ideal programming language for financial professionals. It acts as a bridge between the world of finance and data analysis. This book will introduce essential concepts in financial analysis methods and models, covering time-series analysis, graphical analysis, technical and fundamental analysis, asset pricing and portfolio theory, investment and trade strategies, risk assessment and prediction, and financial ML practices. The Python programming language and its ecosystem libraries, such as Pandas, NumPy, SciPy, Statsmodels, Matplotlib, Seaborn, Scikit-learn, Prophet, and other data science tools will demonstrate these rooted financial concepts in practice examples. This book will help you understand the concepts of financial market dynamics, estimate the metrics of financial asset profitability, predict trends, evaluate strategies, optimize portfolios, and manage financial risks. You will also learn data analysis techniques using Python programming language to understand the basics of data preparation, visualization, and manipulation in the world of financial data. KEY FEATURES ● Comprehensive guide to Python for financial data analysis and modeling. ● Practical examples and real-world applications for immediate implementation. ● Covers advanced topics like regression, Machine Learning and time series forecasting. WHAT YOU WILL LEARN ● Learn financial data analysis using Python data science libraries and techniques. ● Learn Python visualization tools to justify investment and trading strategies. ● Learn asset pricing and portfolio management methods with Python. ● Learn advanced regression and time series models for financial forecasting. ● Learn risk assessment and volatility modeling methods with Python. WHO THIS BOOK IS FOR This book is designed for financial analysts and other professionals interested in the financial industry with a basic understanding of Python programming and statistical analysis. It is also suitable for students in finance and data science who wish to apply Python tools to financial data analysis and decision-making. TABLE OF CONTENTS 1. Getting Started with Python for Finance 2. Python Tools for Data Analysis: Primer to Pandas and NumPy 3. Financial Data Manipulation with Python 4. Exploratory Data Analysis for Finance 5. Investment and Trading Strategies 6. Asset Pricing and Portfolio Management 7. Time Series Analysis and Financial Data Forecasting 8. Risk Assessment and Volatility Modelling 9. Machine Learning and Deep Learning in Finance 10. Time Series Analysis and Forecasting with FB Prophet Library Appendix A: Python Code Examples for Finance Appendix B: Glossary Appendix C: Valuable Resources

Deep Learning for Finance

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1098148363
Total Pages : 362 pages
Book Rating : 4.0/5 (981 download)

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Book Synopsis Deep Learning for Finance by : Sofien Kaabar

Download or read book Deep Learning for Finance written by Sofien Kaabar and published by "O'Reilly Media, Inc.". This book was released on 2024-01-08 with total page 362 pages. Available in PDF, EPUB and Kindle. Book excerpt: Deep learning is rapidly gaining momentum in the world of finance and trading. But for many professional traders, this sophisticated field has a reputation for being complex and difficult. This hands-on guide teaches you how to develop a deep learning trading model from scratch using Python, and it also helps you create and backtest trading algorithms based on machine learning and reinforcement learning. Sofien Kaabar—financial author, trading consultant, and institutional market strategist—introduces deep learning strategies that combine technical and quantitative analyses. By fusing deep learning concepts with technical analysis, this unique book presents outside-the-box ideas in the world of financial trading. This A-Z guide also includes a full introduction to technical analysis, evaluating machine learning algorithms, and algorithm optimization. Understand and create machine learning and deep learning models Explore the details behind reinforcement learning and see how it's used in time series Understand how to interpret performance evaluation metrics Examine technical analysis and learn how it works in financial markets Create technical indicators in Python and combine them with ML models for optimization Evaluate the models' profitability and predictability to understand their limitations and potential

Python for Finance

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Publisher : "O'Reilly Media, Inc."
ISBN 13 : 1492024295
Total Pages : 720 pages
Book Rating : 4.4/5 (92 download)

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Book Synopsis Python for Finance by : Yves Hilpisch

Download or read book Python for Finance written by Yves Hilpisch and published by "O'Reilly Media, Inc.". This book was released on 2018-12-05 with total page 720 pages. Available in PDF, EPUB and Kindle. Book excerpt: The financial industry has recently adopted Python at a tremendous rate, with some of the largest investment banks and hedge funds using it to build core trading and risk management systems. Updated for Python 3, the second edition of this hands-on book helps you get started with the language, guiding developers and quantitative analysts through Python libraries and tools for building financial applications and interactive financial analytics. Using practical examples throughout the book, author Yves Hilpisch also shows you how to develop a full-fledged framework for Monte Carlo simulation-based derivatives and risk analytics, based on a large, realistic case study. Much of the book uses interactive IPython Notebooks.

Trade What You See

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Publisher : John Wiley & Sons
ISBN 13 : 1118044932
Total Pages : 229 pages
Book Rating : 4.1/5 (18 download)

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Book Synopsis Trade What You See by : Larry Pesavento

Download or read book Trade What You See written by Larry Pesavento and published by John Wiley & Sons. This book was released on 2010-12-29 with total page 229 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading the financial markets is extremely difficult, but with the right approach, traders can achieve success. Nobody knows this better than authors Larry Pesavento and Leslie Jouflas, both traders and educators of traders, who have consistently used pattern recognition to capture profits from the markets. In Trade What You See, Pesavento and Jouflas show traders how to identify patterns as they are developing and exactly where to place entry and exit orders. While some patterns derive from the techniques of Wall Street’s earliest traders and other patterns reflect Pesavento’s emphasis on the geometry of market movements and Fibonacci numbers.. Filled with hard-won knowledge gained through years of market experience, Trade What You Seeoutlines both a practical and sophisticated approach to trading that will be of interest to both novice and seasoned traders alike. Larry Pesavento is a forty-year veteran trader. He operates a Web site,

Guide to Precision Harmonic Pattern Trading

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Publisher : www.algotrading-investment.com
ISBN 13 :
Total Pages : 245 pages
Book Rating : 4./5 ( download)

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Book Synopsis Guide to Precision Harmonic Pattern Trading by : Young Ho Seo

Download or read book Guide to Precision Harmonic Pattern Trading written by Young Ho Seo and published by www.algotrading-investment.com. This book was released on with total page 245 pages. Available in PDF, EPUB and Kindle. Book excerpt: Harmonic Pattern trading uses the direct pattern recognition from the price chart to predict the potential turning point of the financial market. Although the history of the harmonic pattern goes back to the Gartley’s book “Profits in the Stock Market” in 1935, Harmonic Pattern trading became popular in last few decades. In comparison to many contemporary predictive techniques, there are far less literature available to study this technique in several different scientific angles. Most of harmonic pattern trader focuses on the visual aspect of the pattern keeping very small attention on the precision aspect. In this book, we want to introduce the brand new precision concept, Pattern Completion Interval and Potential Continuation Zone, for harmonic pattern trading. In the first few chapters of this book, we will illustrate the concept and the operating mechanism behind these new techniques. After that, we will focus on how to manage your order and risk with Harmonic pattern. We will illustrate how to apply this precision concept for both market order and pending order setup for your practical trading. At the end of the book, we describe the rolling ball effect and we show how it can affect your turning point strategy. In the final chapter, we introduce Mutual Pattern Turning Point Strategy for your practical trading. Then we show you three essential but powerful steps to trade with turning point strategy. Please note that we use our own custom ratio sets for harmonic patterns presented in this book because our backtesting and forward testing results indicates that they perform better than the original patterns. The studies presented in this book are the results after the intensive computerized research using Harmonic Patterns. If you want to dig deeper on the rolling ball effect and the mutual pattern strategy for turning point prediction, you can also read our book: Scientific Guide to Price Action and Pattern Trading.

The Book of Trading Strategies

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Publisher :
ISBN 13 :
Total Pages : 330 pages
Book Rating : 4.5/5 (328 download)

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Book Synopsis The Book of Trading Strategies by : Sofien Kaabar

Download or read book The Book of Trading Strategies written by Sofien Kaabar and published by . This book was released on 2021-07-06 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Trading strategies come in different shapes and colors, and having a detailed view on their structure and functioning is very useful towards the path of creating a robust and profitable trading system. The book presents various technical strategies and the way to back-test them in Python. You can think of the book as a mix between introductory Python and an Encyclopedia of trading strategies with a touch of reality.

New Technical Indicators in Python

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Publisher :
ISBN 13 :
Total Pages : 282 pages
Book Rating : 4.7/5 (111 download)

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Book Synopsis New Technical Indicators in Python by : Sofien Kaabar

Download or read book New Technical Indicators in Python written by Sofien Kaabar and published by . This book was released on 2021-02-18 with total page 282 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is this book all about?This book is a modest attempt at presenting a more modern version of Technical Analysis based on objective measures rather than subjective ones. A sizeable chunk of this beautiful type of analysis revolves around technical indicators which is exactly the purpose of this book. I believe it is time to be creative and invent our own indicators that fit our profiles. Having had more success with custom indicators than conventional ones, I have decided to share my findings. The following chapters present new indicators that are the fruit of my research as well as indicators created by brilliant people. I also include the functions to create the indicators in Python and provide how to best use them as well as back-testing results. What am I going to gain?You will gain exposure to many new indicators and concepts that will change the way you think about trading and you will find yourself busy experimenting and choosing the strategy that suits you the best. How is it organized?The order of chapters is not important, although reading the introductory technical chapter is helpful. The book is divided into three parts: part 1 deals with trend-following indicators, part 2 deals with contrarian indicators, part 3 deals with market timing indicators, and finally, part 4 deals with risk and performance indicators.What do you mean when you say this book is dynamic and not static?This means that everything inside gets updated regularly with new material on my Medium profile. I always publish new findings and strategies. Make sure to follow me.What level of knowledge do I need to follow this book?Although a basic or a good understanding of trading and coding is considered very helpful, it is not necessary. At the beginning of the book, I have included a chapter that deals with some Python concepts, but this book is not about Python.

Pattern Recognition and Trading Decisions

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Publisher : McGraw Hill Professional
ISBN 13 : 0071454802
Total Pages : 370 pages
Book Rating : 4.0/5 (714 download)

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Book Synopsis Pattern Recognition and Trading Decisions by : Chris Satchwell

Download or read book Pattern Recognition and Trading Decisions written by Chris Satchwell and published by McGraw Hill Professional. This book was released on 2004-10-22 with total page 370 pages. Available in PDF, EPUB and Kindle. Book excerpt: Success in technical analysis is all about recognizing, and quickly acting on, patterns of market behavior. Pattern Recognition and Trading Decisions shows active traders how to realize when a pattern is developing, distinguish between a genuine pattern and a misleading series of events, and apply this recognition for success in specific trading situations. A how-to guide that steers clear of difficult calculations and formulas, this dynamic book--from an author tabbed "far ahead of anyone else" by technical analysis guru Martin Pring--is destined to be on the desktop of every serious technical trader.

Mastering Technical Analysis, Chapter 3 - Pattern Recognition

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Publisher : McGraw Hill Professional
ISBN 13 : 0071730672
Total Pages : 27 pages
Book Rating : 4.0/5 (717 download)

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Book Synopsis Mastering Technical Analysis, Chapter 3 - Pattern Recognition by : John C. Brooks

Download or read book Mastering Technical Analysis, Chapter 3 - Pattern Recognition written by John C. Brooks and published by McGraw Hill Professional. This book was released on 2005-09-09 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: Here is a chapter from Mastering Technical Analysis, a practical examination of the key tools of technical analysis--how they work, why they work, and which work best in specific situations. Written by one of the founding members of the Market Technicians Association, it will provide you with the guidance and insights you need to improve your trading performance, by removing the guesswork from every move you make.

Application of Pattern Recognition to Financial Data

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Publisher :
ISBN 13 :
Total Pages : 0 pages
Book Rating : 4.:/5 (134 download)

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Book Synopsis Application of Pattern Recognition to Financial Data by : D. J. Swart

Download or read book Application of Pattern Recognition to Financial Data written by D. J. Swart and published by . This book was released on 2009 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: Final year report -- Elektriese, Elektroniese & Rekenaaringenieurswese.

Technical Analysis

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Publisher : FT Press
ISBN 13 : 0132599627
Total Pages : 700 pages
Book Rating : 4.1/5 (325 download)

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Book Synopsis Technical Analysis by : Charles D. Kirkpatrick II

Download or read book Technical Analysis written by Charles D. Kirkpatrick II and published by FT Press. This book was released on 2010-11-08 with total page 700 pages. Available in PDF, EPUB and Kindle. Book excerpt: Already the field's most comprehensive, reliable, and objective guidebook, Technical Analysis: The Complete Resource for Financial Market Technicians, Second Edition has been thoroughly updated to reflect the field's latest advances. Selected by the Market Technicians Association as the official companion to its prestigious Chartered Market Technician (CMT) program, this book systematically explains the theory of technical analysis, presenting academic evidence both for and against it. Using hundreds of fully updated illustrations, the authors explain the analysis of both markets and individual issues, and present complete investment systems and portfolio management plans. They present authoritative, up-to-date coverage of tested sentiment, momentum indicators, seasonal affects, flow of funds, testing systems, risk mitigation strategies, and many other topics. This edition thoroughly covers the latest advances in pattern recognition, market analysis, and systems management. The authors introduce new confidence tests; cover increasingly popular methods such as Kagi, Renko, Kase, Ichimoku, Clouds, and DeMark indicators; present innovations in exit stops, portfolio selection, and testing; and discuss the implications of behavioral bias for technical analysis. They also reassess old formulas and methods, such as intermarket relationships, identifying pitfalls that emerged during the recent market decline. For traders, researchers, and serious investors alike, this is the definitive book on technical analysis.

Financial Pattern Recognition Using Support Vector Machines

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Publisher :
ISBN 13 :
Total Pages : 92 pages
Book Rating : 4.:/5 (224 download)

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Book Synopsis Financial Pattern Recognition Using Support Vector Machines by : A. Fan

Download or read book Financial Pattern Recognition Using Support Vector Machines written by A. Fan and published by . This book was released on 2001 with total page 92 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Identifying Patterns in Financial Markets

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Publisher : Springer
ISBN 13 : 3319701606
Total Pages : 80 pages
Book Rating : 4.3/5 (197 download)

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Book Synopsis Identifying Patterns in Financial Markets by : João Leitão

Download or read book Identifying Patterns in Financial Markets written by João Leitão and published by Springer. This book was released on 2017-12-26 with total page 80 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a new pattern discovery approach based on the combination among rules between Perceptually Important Points (PIPs) and the Symbolic Aggregate approximation (SAX) representation optimized by Genetic Algorithm (GA). The proposed approach was tested with real data from S&P500 index and all the results obtained outperform the Buy&Hold strategy. Three different case studies are presented by the authors.

The Handbook of Exotic Trading Strategies

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Publisher :
ISBN 13 : 9781091345379
Total Pages : 200 pages
Book Rating : 4.3/5 (453 download)

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Book Synopsis The Handbook of Exotic Trading Strategies by : Sofien Kaabar

Download or read book The Handbook of Exotic Trading Strategies written by Sofien Kaabar and published by . This book was released on 2019-03-23 with total page 200 pages. Available in PDF, EPUB and Kindle. Book excerpt: What is this book all about?You can think of the book as a small encyclopedia of well-sorted trading strategies and ideas that are not very well-known or addressed to the public. The strategies are presented in an easy and clear way so as to make the reader curious about testing them.What am I going to gain?You will gain exposure to many new techniques, strategies, pitfalls, concepts, and conclusions of many types of analyses which will change the way you think about trading and you will find yourself busy experimenting and choosing the strategy that suits you the best. How is it organized?The order of chapters is not important, although reading the introductory chapters of each part is helpful. The book is divided into three parts; technical analysis, sentiment analysis, and machine learning. The reader, depending on her preferences may decide to begin reading at any point in the book.What is the bias of this book?This book is neutral. It does not favor any type of analysis over the others and believes in the usefulness of them all. Not only that, but we encourage using a mix of strategies to create a strong and healthy trading system.What level of knowledge do I need to follow this book?Although a basic or a good understanding of trading and the economy is considered very helpful, it is not absolutely necessary, as every part will begin by an introduction to what we will be discussing and to the basics of the field. Also, the last chapter includes an introduction to fundamental measures that will help refresh any knowledge about the economy.How is this book written?The language used is very friendly and will not feature any complex mathematical formulas. Intuition and understanding are the main focus and many chapters are not very quantitative, therefore, no troubles should be encountered while reading through the chapters. Some statistical formulas may be presented but in a straight-forward way.What about the trading results presented in some chapters?All back-testing results have been conducted on out-of-sample data exclusively. They are presented as gross returns unless instructed otherwise. The reader is encouraged to experiment with them, as the field of data and analysis is immense and countless ways of strategizing exist.What will I need to be able to replicate and use these strategies?For the technical strategies, you will only need a trading software that has the basic packages. For the sentiment strategies, you will most likely be using a spreadsheet. As for the machine learning topics, you might need to install a Python interpreter in order to enjoy the full experience.

Mastering Financial Calculations

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Publisher : Pearson UK
ISBN 13 : 0273750593
Total Pages : 617 pages
Book Rating : 4.2/5 (737 download)

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Book Synopsis Mastering Financial Calculations by : Bob Steiner

Download or read book Mastering Financial Calculations written by Bob Steiner and published by Pearson UK. This book was released on 2012-05-14 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: