Author: AS
Publisher: Authors Society
ISBN:
Category : Business & Economics
Languages : en
Pages : 160
Book Description
How to Start a XXXX Business About the Book Unlock the essential steps to launching and managing a successful business with How to Start a XXXX Business. Part of the acclaimed How to Start a Business series, this volume provides tailored insights and expert advice specific to the XXX industry, helping you navigate the unique challenges and seize the opportunities within this field. What You'll Learn Industry Insights: Understand the market, including key trends, consumer demands, and competitive dynamics. Learn how to conduct market research, analyze data, and identify emerging opportunities for growth that can set your business apart from the competition. Startup Essentials: Develop a comprehensive business plan that outlines your vision, mission, and strategic goals. Learn how to secure the necessary financing through loans, investors, or crowdfunding, and discover best practices for effectively setting up your operation, including choosing the right location, procuring equipment, and hiring a skilled team. Operational Strategies: Master the day-to-day management of your business by implementing efficient processes and systems. Learn techniques for inventory management, staff training, and customer service excellence. Discover effective marketing strategies to attract and retain customers, including digital marketing, social media engagement, and local advertising. Gain insights into financial management, including budgeting, cost control, and pricing strategies to optimize profitability and ensure long-term sustainability. Legal and Compliance: Navigate regulatory requirements and ensure compliance with industry laws through the ideas presented. Why Choose How to Start a XXXX Business? Whether you're wondering how to start a business in the industry or looking to enhance your current operations, How to Start a XXX Business is your ultimate resource. This book equips you with the knowledge and tools to overcome challenges and achieve long-term success, making it an invaluable part of the How to Start a Business collection. Who Should Read This Book? Aspiring Entrepreneurs: Individuals looking to start their own business. This book offers step-by-step guidance from idea conception to the grand opening, providing the confidence and know-how to get started. Current Business Owners: Entrepreneurs seeking to refine their strategies and expand their presence in the sector. Gain new insights and innovative approaches to enhance your current operations and drive growth. Industry Professionals: Professionals wanting to deepen their understanding of trends and best practices in the business field. Stay ahead in your career by mastering the latest industry developments and operational techniques. Side Income Seekers: Individuals looking for the knowledge to make extra income through a business venture. Learn how to efficiently manage a part-time business that complements your primary source of income and leverages your skills and interests. Start Your Journey Today! Empower yourself with the insights and strategies needed to build and sustain a thriving business. Whether driven by passion or opportunity, How to Start a XXXX Business offers the roadmap to turning your entrepreneurial dreams into reality. Download your copy now and take the first step towards becoming a successful entrepreneur! Discover more titles in the How to Start a Business series: Explore our other volumes, each focusing on different fields, to gain comprehensive knowledge and succeed in your chosen industry.
Zip-Line
Author: David Humpherys
Publisher: Createspace Independent Publishing Platform
ISBN: 9781479196098
Category : Heart
Languages : en
Pages : 0
Book Description
"Zip-Line is a charming children's book written for young boys and girls that had open heart surgery and are left with a "zip-line"--A large scar on their chest. Written and illustrated by the father of a baby girl who had open heart surgery at 6 months of age, this heart warming rhyme book whimsically explains the answer to the question "How did that line get there?""--Author's website
Publisher: Createspace Independent Publishing Platform
ISBN: 9781479196098
Category : Heart
Languages : en
Pages : 0
Book Description
"Zip-Line is a charming children's book written for young boys and girls that had open heart surgery and are left with a "zip-line"--A large scar on their chest. Written and illustrated by the father of a baby girl who had open heart surgery at 6 months of age, this heart warming rhyme book whimsically explains the answer to the question "How did that line get there?""--Author's website
How to Start a Zipline Adventure Business
Author: AS
Publisher: Authors Society
ISBN:
Category : Business & Economics
Languages : en
Pages : 160
Book Description
How to Start a XXXX Business About the Book Unlock the essential steps to launching and managing a successful business with How to Start a XXXX Business. Part of the acclaimed How to Start a Business series, this volume provides tailored insights and expert advice specific to the XXX industry, helping you navigate the unique challenges and seize the opportunities within this field. What You'll Learn Industry Insights: Understand the market, including key trends, consumer demands, and competitive dynamics. Learn how to conduct market research, analyze data, and identify emerging opportunities for growth that can set your business apart from the competition. Startup Essentials: Develop a comprehensive business plan that outlines your vision, mission, and strategic goals. Learn how to secure the necessary financing through loans, investors, or crowdfunding, and discover best practices for effectively setting up your operation, including choosing the right location, procuring equipment, and hiring a skilled team. Operational Strategies: Master the day-to-day management of your business by implementing efficient processes and systems. Learn techniques for inventory management, staff training, and customer service excellence. Discover effective marketing strategies to attract and retain customers, including digital marketing, social media engagement, and local advertising. Gain insights into financial management, including budgeting, cost control, and pricing strategies to optimize profitability and ensure long-term sustainability. Legal and Compliance: Navigate regulatory requirements and ensure compliance with industry laws through the ideas presented. Why Choose How to Start a XXXX Business? Whether you're wondering how to start a business in the industry or looking to enhance your current operations, How to Start a XXX Business is your ultimate resource. This book equips you with the knowledge and tools to overcome challenges and achieve long-term success, making it an invaluable part of the How to Start a Business collection. Who Should Read This Book? Aspiring Entrepreneurs: Individuals looking to start their own business. This book offers step-by-step guidance from idea conception to the grand opening, providing the confidence and know-how to get started. Current Business Owners: Entrepreneurs seeking to refine their strategies and expand their presence in the sector. Gain new insights and innovative approaches to enhance your current operations and drive growth. Industry Professionals: Professionals wanting to deepen their understanding of trends and best practices in the business field. Stay ahead in your career by mastering the latest industry developments and operational techniques. Side Income Seekers: Individuals looking for the knowledge to make extra income through a business venture. Learn how to efficiently manage a part-time business that complements your primary source of income and leverages your skills and interests. Start Your Journey Today! Empower yourself with the insights and strategies needed to build and sustain a thriving business. Whether driven by passion or opportunity, How to Start a XXXX Business offers the roadmap to turning your entrepreneurial dreams into reality. Download your copy now and take the first step towards becoming a successful entrepreneur! Discover more titles in the How to Start a Business series: Explore our other volumes, each focusing on different fields, to gain comprehensive knowledge and succeed in your chosen industry.
Publisher: Authors Society
ISBN:
Category : Business & Economics
Languages : en
Pages : 160
Book Description
How to Start a XXXX Business About the Book Unlock the essential steps to launching and managing a successful business with How to Start a XXXX Business. Part of the acclaimed How to Start a Business series, this volume provides tailored insights and expert advice specific to the XXX industry, helping you navigate the unique challenges and seize the opportunities within this field. What You'll Learn Industry Insights: Understand the market, including key trends, consumer demands, and competitive dynamics. Learn how to conduct market research, analyze data, and identify emerging opportunities for growth that can set your business apart from the competition. Startup Essentials: Develop a comprehensive business plan that outlines your vision, mission, and strategic goals. Learn how to secure the necessary financing through loans, investors, or crowdfunding, and discover best practices for effectively setting up your operation, including choosing the right location, procuring equipment, and hiring a skilled team. Operational Strategies: Master the day-to-day management of your business by implementing efficient processes and systems. Learn techniques for inventory management, staff training, and customer service excellence. Discover effective marketing strategies to attract and retain customers, including digital marketing, social media engagement, and local advertising. Gain insights into financial management, including budgeting, cost control, and pricing strategies to optimize profitability and ensure long-term sustainability. Legal and Compliance: Navigate regulatory requirements and ensure compliance with industry laws through the ideas presented. Why Choose How to Start a XXXX Business? Whether you're wondering how to start a business in the industry or looking to enhance your current operations, How to Start a XXX Business is your ultimate resource. This book equips you with the knowledge and tools to overcome challenges and achieve long-term success, making it an invaluable part of the How to Start a Business collection. Who Should Read This Book? Aspiring Entrepreneurs: Individuals looking to start their own business. This book offers step-by-step guidance from idea conception to the grand opening, providing the confidence and know-how to get started. Current Business Owners: Entrepreneurs seeking to refine their strategies and expand their presence in the sector. Gain new insights and innovative approaches to enhance your current operations and drive growth. Industry Professionals: Professionals wanting to deepen their understanding of trends and best practices in the business field. Stay ahead in your career by mastering the latest industry developments and operational techniques. Side Income Seekers: Individuals looking for the knowledge to make extra income through a business venture. Learn how to efficiently manage a part-time business that complements your primary source of income and leverages your skills and interests. Start Your Journey Today! Empower yourself with the insights and strategies needed to build and sustain a thriving business. Whether driven by passion or opportunity, How to Start a XXXX Business offers the roadmap to turning your entrepreneurial dreams into reality. Download your copy now and take the first step towards becoming a successful entrepreneur! Discover more titles in the How to Start a Business series: Explore our other volumes, each focusing on different fields, to gain comprehensive knowledge and succeed in your chosen industry.
Trading Evolved
Author: Andreas F. Clenow
Publisher:
ISBN: 9781091983786
Category :
Languages : en
Pages : 442
Book Description
Systematic trading allows you to test and evaluate your trading ideas before risking your money. By formulating trading ideas as concrete rules, you can evaluate past performance and draw conclusions about the viability of your trading plan. Following systematic rules provides a consistent approach where you will have some degree of predictability of returns, and perhaps more importantly, it takes emotions and second guessing out of the equation. From the onset, getting started with professional grade development and backtesting of systematic strategies can seem daunting. Many resort to simplified software which will limit your potential. Trading Evolved will guide you all the way, from getting started with the industry standard Python language, to setting up a professional backtesting environment of your own. The book will explain multiple trading strategies in detail, with full source code, to get you well on the path to becoming a professional systematic trader. This is a highly practical book, where every aspect is explained, all source code shown and no holds barred. Written by Andreas F. Clenow, author of the international best sellers Following the Trend and Stocks on the Move, Trading Evolved goes into greater depth and covers strategies for trading both futures and equities. "Trading Evolved is an incredible resource for aspiring quants. Clenow does an excellent job making complex subjects easy to access and understand. Bravo." -- Wes Gray, PhD, CEO Alpha Architect
Publisher:
ISBN: 9781091983786
Category :
Languages : en
Pages : 442
Book Description
Systematic trading allows you to test and evaluate your trading ideas before risking your money. By formulating trading ideas as concrete rules, you can evaluate past performance and draw conclusions about the viability of your trading plan. Following systematic rules provides a consistent approach where you will have some degree of predictability of returns, and perhaps more importantly, it takes emotions and second guessing out of the equation. From the onset, getting started with professional grade development and backtesting of systematic strategies can seem daunting. Many resort to simplified software which will limit your potential. Trading Evolved will guide you all the way, from getting started with the industry standard Python language, to setting up a professional backtesting environment of your own. The book will explain multiple trading strategies in detail, with full source code, to get you well on the path to becoming a professional systematic trader. This is a highly practical book, where every aspect is explained, all source code shown and no holds barred. Written by Andreas F. Clenow, author of the international best sellers Following the Trend and Stocks on the Move, Trading Evolved goes into greater depth and covers strategies for trading both futures and equities. "Trading Evolved is an incredible resource for aspiring quants. Clenow does an excellent job making complex subjects easy to access and understand. Bravo." -- Wes Gray, PhD, CEO Alpha Architect
Zipline to Success
Author: Claudia Newcorn
Publisher: Acorn Oaks Press
ISBN: 9781942936244
Category :
Languages : en
Pages :
Book Description
In this competitive, fast-moving world, business and marketing decisions have to be made and implemented quickly. Companies that don't have the marketing essentials, strategy and tactics in place risk getting left behind and losing their competitive edge. The companies that are most likely to succeed are those that figure out successful shortcuts. Zipline to Success is designed to coach business owners and managers like you on how to set up efficient internal zipline practices, overcome challenges and roadblocks put in your path, and shift into a whole new gear to expedite desired outcomes.
Publisher: Acorn Oaks Press
ISBN: 9781942936244
Category :
Languages : en
Pages :
Book Description
In this competitive, fast-moving world, business and marketing decisions have to be made and implemented quickly. Companies that don't have the marketing essentials, strategy and tactics in place risk getting left behind and losing their competitive edge. The companies that are most likely to succeed are those that figure out successful shortcuts. Zipline to Success is designed to coach business owners and managers like you on how to set up efficient internal zipline practices, overcome challenges and roadblocks put in your path, and shift into a whole new gear to expedite desired outcomes.
Life Above the Jungle Floor
Author: Donald R. Perry
Publisher: Simon & Schuster
ISBN:
Category : Nature
Languages : en
Pages : 208
Book Description
A biologist describes the animals, birds, insects, and plants he observed from a platform that he built in the aerial zone (the area from 30 feet up to the treetops) of a tropical rain forest. He also includes a chapter on the relationship of prehistoric forests with dinosaurs.
Publisher: Simon & Schuster
ISBN:
Category : Nature
Languages : en
Pages : 208
Book Description
A biologist describes the animals, birds, insects, and plants he observed from a platform that he built in the aerial zone (the area from 30 feet up to the treetops) of a tropical rain forest. He also includes a chapter on the relationship of prehistoric forests with dinosaurs.
Kaua'i
Author: Fodor's Travel Publications, Inc. Staff
Publisher: Fodors Travel Publications
ISBN: 1400004403
Category : Travel
Languages : en
Pages : 258
Book Description
Fodor's Kaua‘i Plan your Perfect Getaway Full-color guide• Make your trip to Kaua'i unforgettable with 24 maps, illustrated features, and 120 color photos. Customize your trip with simple planning tools• Top experiences & attractions • Lodging comparison charts • Easy-to-read color regional maps Explore the North Shore, Waimea Canyon, the South Shore, and beyond• Discerning Fodor's Choice picks for hotels, restaurants, sights, and more • “Word of Mouth” tips from fellow Fodor's travelers • Illustrated features on Napali Coast, hula, and lu'au • Best snorkeling spots, secret swimming holes, and private beaches Opinions from destination experts• Fodor's Kaua'i-based writers reveal their favorite local haunts • Frequently updated to provide the latest information “Fodor's has emerged this year as our fave guidebook series for insider tips about things you actually want to know…” -Miami Herald “Hipped up…with colorful maps and graphics, plus advice on a broader range of attractions, from classic to quirky.”-Outside Magazine
Publisher: Fodors Travel Publications
ISBN: 1400004403
Category : Travel
Languages : en
Pages : 258
Book Description
Fodor's Kaua‘i Plan your Perfect Getaway Full-color guide• Make your trip to Kaua'i unforgettable with 24 maps, illustrated features, and 120 color photos. Customize your trip with simple planning tools• Top experiences & attractions • Lodging comparison charts • Easy-to-read color regional maps Explore the North Shore, Waimea Canyon, the South Shore, and beyond• Discerning Fodor's Choice picks for hotels, restaurants, sights, and more • “Word of Mouth” tips from fellow Fodor's travelers • Illustrated features on Napali Coast, hula, and lu'au • Best snorkeling spots, secret swimming holes, and private beaches Opinions from destination experts• Fodor's Kaua'i-based writers reveal their favorite local haunts • Frequently updated to provide the latest information “Fodor's has emerged this year as our fave guidebook series for insider tips about things you actually want to know…” -Miami Herald “Hipped up…with colorful maps and graphics, plus advice on a broader range of attractions, from classic to quirky.”-Outside Magazine
Fornax, the Friendly Toothbrush at the Playground!
Author: Kaly Smith
Publisher: iUniverse
ISBN: 1663242720
Category : Fiction
Languages : en
Pages : 27
Book Description
It is that time again and Mia knows just what to do. If anyone knows how much fun, they have while brushing it is Mia. Join her on this fun adventure she has while brushing with Fornax her friendly toothbrush. Will Mia’s friends be able to play on a clean playground or will they slide over jellybeans or fall off a slippery fun pod? Will they use her dental floss as a Zipline? Or her braces as a Rockwall? Read on to fi nd out what happens as she brushes her teeth with her friendly toothbrush, Fornax.
Publisher: iUniverse
ISBN: 1663242720
Category : Fiction
Languages : en
Pages : 27
Book Description
It is that time again and Mia knows just what to do. If anyone knows how much fun, they have while brushing it is Mia. Join her on this fun adventure she has while brushing with Fornax her friendly toothbrush. Will Mia’s friends be able to play on a clean playground or will they slide over jellybeans or fall off a slippery fun pod? Will they use her dental floss as a Zipline? Or her braces as a Rockwall? Read on to fi nd out what happens as she brushes her teeth with her friendly toothbrush, Fornax.
Machine Learning for Algorithmic Trading
Author: Stefan Jansen
Publisher: Packt Publishing Ltd
ISBN: 1839216786
Category : Business & Economics
Languages : en
Pages : 822
Book Description
Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development process to apply predictive modeling to trading decisionsLeverage NLP and deep learning to extract tradeable signals from market and alternative dataBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance. What you will learnLeverage market, fundamental, and alternative text and image dataResearch and evaluate alpha factors using statistics, Alphalens, and SHAP valuesImplement machine learning techniques to solve investment and trading problemsBacktest and evaluate trading strategies based on machine learning using Zipline and BacktraderOptimize portfolio risk and performance analysis using pandas, NumPy, and pyfolioCreate a pairs trading strategy based on cointegration for US equities and ETFsTrain a gradient boosting model to predict intraday returns using AlgoSeek's high-quality trades and quotes dataWho this book is for If you are a data analyst, data scientist, Python developer, investment analyst, or portfolio manager interested in getting hands-on machine learning knowledge for trading, this book is for you. This book is for you if you want to learn how to extract value from a diverse set of data sources using machine learning to design your own systematic trading strategies. Some understanding of Python and machine learning techniques is required.
Publisher: Packt Publishing Ltd
ISBN: 1839216786
Category : Business & Economics
Languages : en
Pages : 822
Book Description
Leverage machine learning to design and back-test automated trading strategies for real-world markets using pandas, TA-Lib, scikit-learn, LightGBM, SpaCy, Gensim, TensorFlow 2, Zipline, backtrader, Alphalens, and pyfolio. Purchase of the print or Kindle book includes a free eBook in the PDF format. Key FeaturesDesign, train, and evaluate machine learning algorithms that underpin automated trading strategiesCreate a research and strategy development process to apply predictive modeling to trading decisionsLeverage NLP and deep learning to extract tradeable signals from market and alternative dataBook Description The explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This revised and expanded second edition enables you to build and evaluate sophisticated supervised, unsupervised, and reinforcement learning models. This book introduces end-to-end machine learning for the trading workflow, from the idea and feature engineering to model optimization, strategy design, and backtesting. It illustrates this by using examples ranging from linear models and tree-based ensembles to deep-learning techniques from cutting edge research. This edition shows how to work with market, fundamental, and alternative data, such as tick data, minute and daily bars, SEC filings, earnings call transcripts, financial news, or satellite images to generate tradeable signals. It illustrates how to engineer financial features or alpha factors that enable an ML model to predict returns from price data for US and international stocks and ETFs. It also shows how to assess the signal content of new features using Alphalens and SHAP values and includes a new appendix with over one hundred alpha factor examples. By the end, you will be proficient in translating ML model predictions into a trading strategy that operates at daily or intraday horizons, and in evaluating its performance. What you will learnLeverage market, fundamental, and alternative text and image dataResearch and evaluate alpha factors using statistics, Alphalens, and SHAP valuesImplement machine learning techniques to solve investment and trading problemsBacktest and evaluate trading strategies based on machine learning using Zipline and BacktraderOptimize portfolio risk and performance analysis using pandas, NumPy, and pyfolioCreate a pairs trading strategy based on cointegration for US equities and ETFsTrain a gradient boosting model to predict intraday returns using AlgoSeek's high-quality trades and quotes dataWho this book is for If you are a data analyst, data scientist, Python developer, investment analyst, or portfolio manager interested in getting hands-on machine learning knowledge for trading, this book is for you. This book is for you if you want to learn how to extract value from a diverse set of data sources using machine learning to design your own systematic trading strategies. Some understanding of Python and machine learning techniques is required.
Hands-On Machine Learning for Algorithmic Trading
Author: Stefan Jansen
Publisher: Packt Publishing Ltd
ISBN: 1789342716
Category : Computers
Languages : en
Pages : 668
Book Description
Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras Key FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series forecasting and smart analyticsBook Description 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 create powerful investment strategies. This book shows how to access market, fundamental, and alternative data via API or web scraping and offers a framework to evaluate alternative data. You'll practice the ML workflow from model design, loss metric definition, and parameter tuning to performance evaluation in a time series context. You will understand ML algorithms such as Bayesian and ensemble methods and manifold learning, and will know how to train and tune these models using pandas, statsmodels, sklearn, PyMC3, xgboost, lightgbm, and catboost. This book also teaches you how to extract features from text data using spaCy, classify news and assign sentiment scores, and to use gensim to model topics and learn word embeddings from financial reports. You will also build and evaluate neural networks, including RNNs and CNNs, using Keras and PyTorch to exploit unstructured data for sophisticated strategies. Finally, you will apply transfer learning to satellite images to predict economic activity and use reinforcement learning to build agents that learn to trade in the OpenAI Gym. What you will learnImplement machine learning techniques to solve investment and trading problemsLeverage market, fundamental, and alternative data to research alpha factorsDesign and fine-tune supervised, unsupervised, and reinforcement learning modelsOptimize portfolio risk and performance using pandas, NumPy, and scikit-learnIntegrate machine learning models into a live trading strategy on QuantopianEvaluate strategies using reliable backtesting methodologies for time seriesDesign and evaluate deep neural networks using Keras, PyTorch, and TensorFlowWork with reinforcement learning for trading strategies in the OpenAI GymWho this book is for Hands-On Machine Learning for Algorithmic Trading is for data analysts, data scientists, and Python developers, as well as investment analysts and portfolio managers working within the finance and investment industry. If you want to perform efficient algorithmic trading by developing smart investigating strategies using machine learning algorithms, this is the book for you. Some understanding of Python and machine learning techniques is mandatory.
Publisher: Packt Publishing Ltd
ISBN: 1789342716
Category : Computers
Languages : en
Pages : 668
Book Description
Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and Keras Key FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series forecasting and smart analyticsBook Description 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 create powerful investment strategies. This book shows how to access market, fundamental, and alternative data via API or web scraping and offers a framework to evaluate alternative data. You'll practice the ML workflow from model design, loss metric definition, and parameter tuning to performance evaluation in a time series context. You will understand ML algorithms such as Bayesian and ensemble methods and manifold learning, and will know how to train and tune these models using pandas, statsmodels, sklearn, PyMC3, xgboost, lightgbm, and catboost. This book also teaches you how to extract features from text data using spaCy, classify news and assign sentiment scores, and to use gensim to model topics and learn word embeddings from financial reports. You will also build and evaluate neural networks, including RNNs and CNNs, using Keras and PyTorch to exploit unstructured data for sophisticated strategies. Finally, you will apply transfer learning to satellite images to predict economic activity and use reinforcement learning to build agents that learn to trade in the OpenAI Gym. What you will learnImplement machine learning techniques to solve investment and trading problemsLeverage market, fundamental, and alternative data to research alpha factorsDesign and fine-tune supervised, unsupervised, and reinforcement learning modelsOptimize portfolio risk and performance using pandas, NumPy, and scikit-learnIntegrate machine learning models into a live trading strategy on QuantopianEvaluate strategies using reliable backtesting methodologies for time seriesDesign and evaluate deep neural networks using Keras, PyTorch, and TensorFlowWork with reinforcement learning for trading strategies in the OpenAI GymWho this book is for Hands-On Machine Learning for Algorithmic Trading is for data analysts, data scientists, and Python developers, as well as investment analysts and portfolio managers working within the finance and investment industry. If you want to perform efficient algorithmic trading by developing smart investigating strategies using machine learning algorithms, this is the book for you. Some understanding of Python and machine learning techniques is mandatory.
Science in the Wild
Author: Erica L Colón
Publisher:
ISBN: 0760390061
Category : Juvenile Nonfiction
Languages : en
Pages : 154
Book Description
Explore the outdoors through the lens of a scientist and unravel the mysteries of nature through science activities and experiments.
Publisher:
ISBN: 0760390061
Category : Juvenile Nonfiction
Languages : en
Pages : 154
Book Description
Explore the outdoors through the lens of a scientist and unravel the mysteries of nature through science activities and experiments.