Take your financial skills to the next level by mastering cutting-edge mathematical and statistical financial applications Key Features * Explore advanced financial models used by the industry and ways of solving them using Python * Build state-of-the-art infrastructure for modeling, visualization, trading, and more * Empower your financial applications by applying machine learning and deep learning Book Description The second edition of Mastering Python for Finance will guide you through carrying out complex financial calculations practiced in the industry of finance by using next-generation methodologies. You will master the Python ecosystem by leveraging publicly available tools to successfully perform research studies and modeling, and learn to manage risks with the help of advanced examples. You will start by setting up your Jupyter notebook to implement the tasks throughout the book. You will learn to make efficient and powerful data-driven financial decisions using popular libraries such as TensorFlow, Keras, Numpy, SciPy, and sklearn. You will also learn how to build financial applications by mastering concepts such as stocks, options, interest rates and their derivatives, and risk analytics using computational methods. With these foundations, you will learn to apply statistical analysis to time series data, and understand how time series data is useful for implementing an event-driven backtesting system and for working with high-frequency data in building an algorithmic trading platform. Finally, you will explore machine learning and deep learning techniques that are applied in finance. By the end of this book, you will be able to apply Python to different paradigms in the financial industry and perform efficient data analysis. What you will learn * Solve linear and nonlinear models representing various financial problems * Perform principal component analysis on the DOW index and its components * Analyze, predict, and forecast stationary and non-stationary time series processes * Create an event-driven backtesting tool and measure your strategies * Build a high-frequency algorithmic trading platform with Python * Replicate the CBOT VIX index with SPX options for studying VIX-based strategies * Perform regression-based and classification-based machine learning tasks for prediction * Use TensorFlow and Keras in deep learning neural network architecture Who this book is for If you are a financial or data analyst or a software developer in the financial industry who is interested in using advanced Python techniques for quantitative methods in finance, this is the book you need! You will also find this book useful if you want to extend the functionalities of your existing financial applications by using smart machine learning techniques. Prior experience in Python is required.

A complete guide to understanding, developing, and testing popular security-token smart contracts Key Features * Understand key Blockchain and Ethereum platforms concepts * Step-by-step guide to developing STO smart contracts on Ethereum * Monetize digital tokens under various U.S. securities laws Book Description The failure of initial coin offerings (ICOs) is no accident, as most ICOs do not link to a real asset and are not regulated. Realizing the shortcomings of ICOs, the blockchain community and potential investors embraced security token offerings (STOs) and stablecoins enthusiastically. In this book, we start with an overview of the blockchain technology along with its basic concepts. We introduce the concept behind STO, and cover the basic requirements for launching a STO and the relevant regulations governing its issuance. We discuss U.S. securities laws development in launching security digital tokens using blockchain technology and show some real use cases. We also explore the process of STO launches and legal considerations. We introduce popular security tokens in the current blockchain space and talk about how to develop a security token DApp, including smart contract development for ERC1404 tokens. Later, you'll learn to build frontend side functionalities to interact with smart contracts. Finally, we discuss stablecoin technical design functionalities for issuing and operating STO tokens by interacting with Ethereum smart contracts. By the end of this book, you will have learned more about STOs and gained a detailed knowledge of building relevant applications—all with the help of practical examples. What you will learn * Understand the basic requirements for launching a security token offering * Explore various US securities laws governing the offering of security digital tokens * Get to grips with the stablecoin concept with the help of use cases * Learn how to develop security token decentralized applications * Understand the difference between ERC-20 and ERC-721 tokens * Learn how to set up a development environment and build security tokens * Explore the technical design of stablecoins Who this book is for This book is ideal for blockchain beginners and business user developers who want to quickly master popular Security Token Offerings and stablecoins. Readers will learn how to develop blockchain/digital cryptos, guided by U.S. securities laws and utilizing some real use cases. Prior exposure to an Object-Oriented Programming language such as JavaScript would be an advantage, but is not mandatory.

Build Vue apps the right way using Vue CLI 3. Understand how the building blocks of Vue CLI 3 work including npm, webpack, babel, eslint, plugins, GUI, testing, and SCSS. Import third-party libraries and maintain your project. Key Features * Learn to work with Vue CLI 3 both on the command line and with a GUI * Manage VueJS apps, settings, Vue plugins, and third-party libraries * Learn how to build Vue apps from scratch using webpack, babel, ES6, vue-router, Jest, Cypress, SCSS, and Git Book Description The sprawling landscape of various tools in JavaScript web development is becoming overwhelming. This book will show you how Vue CLI 3 can help you take back control of the tool chain. To that end, we'll begin by configuring webpack, utilizing HMR, and using single-file .vue components. We'll also use SCSS, ECMAScript, and TypeScript. We'll unit test with Jest and perform E2E testing with Cypress. This book will show you how to configure Vue CLI as your default way of building Vue projects. You'll discover the reasons behind using webpack, babel, eslint, and other modern JavaScript toolchain technologies. You'll learn about the inner workings of each through the lens of Vue CLI 3. We'll explore the extendibility of Vue CLI with the built-in settings, and various core and third-party plugins. Vue CLI helps you work with Vue components, routers, directives, and services in the Vue ecosystem. While learning these concepts, you'll examine the evolution of JavaScript. You'll learn about use of npm, IIFEs, modules in JavaScript, Common.js modules, task runners, npm scripts, module bundlers, and webpack. You'll get familiar with the reasons why Vue CLI 3 is set up the way it is. You'll also learn to perform linting with ESLint and Prettier. Towards the end, we'll introduce you to working with styles and SCSS. Finally, we'll show you how to deploy your very own Vue project on Github Pages. What you will learn * Work with nvm, install Node.js and npm, use Vue CLI 3 with no configuration, via the command line and the graphical user interface * Build a Vue project from scratch using npm and webpack, and learn about hot module replacement * Work with Babel settings, configurations, and presets * Work with Vue plugins, including testing plugins such as Jest and Cypress * Write, run, and watch unit and E2E tests using TDD assertions in the red-green-refactor cycle * Work with Vue router and use, nested, lazy-loading, and dynamic routes * Add SCSS to your projects and work with third-party Vue plugins * Deploy your Vue apps to Github Pages Who this book is for This book is for existing web developers and developers who are new to web development. You must be familiar with HTML, CSS, and JavaScript programming. Basic knowledge of the command line will be helpful but is not necessary.

In this amazing eBook you will find more than one hundred facts about London. What are the top landmarks, museums and galleries to visit? What is the history of the London Underground? Separated into sections covering these topics and more (such as its history, its culture and the many bridges which span the Thames river), you will learn some fascinating information!Whether you are planning on visiting London, working on a geography project or just want to know more about an amazing historic city, this is an excellent addition to your bookshelf. Find the information you need, fast!

A fascinating look at the religious beliefs of the ancient Egyptians by renowned Egyptologist, Orientalist, and philologist E. A. Wallis Budge, who worked for the world famous British Museum.

When the Urlan knight, Dengan, was killed for the belt he wore his death was swiftly avenged. But some years later his son, Trulor Dengankin tries to discover the secret of the belt. This leads him to attempt to finish the task that cost his father his life. In solving the mystery he has to face such perils of war, savage beastmen, lawyers, and young ladies wishing to purchase ribbon.

A fantastic collection of 11 traditional tales, many of them forgotten classics that deserve to be rediscovered.

The Fascination of London' was a series of guide books written by Sir Walter Besant and G. E. Mitton about various different areas of London. This book is about the area of Westminster, the seat of power in England for almost a thousand years, and home to the Palace of Westminster (the Houses of Parliament) and Westminster Abbey.

A fascinating look at the life of one of the most influential men in the ancient world: Marcus Tullius Cicero. Philosopher, politician, lawyer, Cicero made his name with his famous orations and written prose.

Published in 1811 this was Jane Austen's first published novel.The story as we all know is about the Dashwood family who were left in reduced circumstances when the Father dies, forcing them to move to a country cottage on the estate of a distant relative.After a bit of heartbreak and the odd heaving bosom both sisters find love and happiness.

It's 1971 and rock and roll was at its height. Small-time Australian agent Wayne Zemmerman scored an unimaginable coup when he signs British supergroup Andromeda for a nationwide tour. Showbiz reporter Scottie McPherson smells a rat and starts his investigation. The Sound Mixers is a dramatic expose of the rock industry: fiction that reads like fact. A gripping story that moves at breathtaking pace to a devastating climax, Performers, promoters, manipulators, illusion creators - the characters which inhabit the world of rock'n'roll are ruthlessly dissected in an intricate plot full of shocks and suspense. Big business is the name of the game; a game in which the tough survive... but even then not always.He clears up some old mysteries too - like what really happened on the night when American TV star Michael Cole swore on live TV at the Australian Logie Awards and how the Beatles came by their trademark haircut.But it is not all showbiz; the memoirs take us through the childhood fun and games of World War II in the UK, the miseries of teen hood and the horrors and fun of National Service, not to mention the personal traumas of five marriages and break-ups.The stories from a great raconteur run through eight decades, from 1939 through to 1970 in the UK and from then on in Australia. The book gives a shrewd insight to the changing lifestyles through those decades and through the eyes of a professional observer.

A wonderful look at the long history of Scotland, written by Scottish anthropologist, literary critic, poet, novelist and historian Andrew Lang.

A fantastic look of some of the greatest writers of the Victorian era, including Charlotte Bronte, Anthony Trollope, Thomas Carlyle and Charles Dickens. Written by eminent historian Frederic Harrison.

Harey, the hare-brained rabbit, and his friends are playing with their video games just before breakfast when the computer suddenly goes off. They examine the wiring and Harey puts his screwdriver into the electricity plug and gets a nasty shock. During breakfast Harey sticks a knife into the toaster to retrieve his toast and gets another shock, but then receives a third one when he fills up the kettle and plugs it into the mains with wet hands. Finally, whilst playing football in the garden, Harey kicks the ball over the hedge into an electrical substation and tries to retrieve the ball. Scampi stops him from climbing over the fence and telephones the electricity board for help. A Central Networks electricity man brings them their ball back safely.

Four short stories from the Land of the Three Seas casting a light on the early career of Benor Dorfinngil. The trials and tribulations of a young cartographer; this book features duels, savage halfmen, gassy beer, blood feuds and most dangerous of all, beautiful women.

One wet, windy, winter's morning Harey decides to have a party because it is his birthday. Having been given some pot-pourri as a present he tries to drink the essential oil but Scampi saves him just in time, knocks over a candle and causes a fire, goes to use some plastic washing pouches for eating as jellies and swallows some "e;sweets"e; he finds in the medicine cabinet in the bathroom.

Hundreds of traditional healthy recipes, from casseroles to curries to cakes, as well as useful advice on beverages and snacks.

In this amazing eBook you can find more than one hundred facts about the country of Italy. Separated into sections such as its geography, its landmarks, famous Italian figures from history and many more you will find some fascinating information inside! Whether you are planning on visiting Italy, working on a geography project or just want to know more about this beautiful country, this is an excellent addition to your bookshelf. Find the information you need, fast!

Bu, aged fifteen, wants attention from Vivek, who is the guy she is really stuck on but when she finds a dead boy in his flat, she is treated as a suspect by the Mumbai Police.Whilst Bu deals with rejection from Vivek, her disabled father must deal with the corrupt mumbai police by paying them off with the little money he has.As the ghost of the dead boy appears to Bu, she realises that only she can solve the murder.

A fascinating look at ancient Eastern history, from the Babylonian Empire to the conquest of the East by Alexander, written by British archaeologist and scholar David George Hogarth of Oxford's Ashmolean Museum.

Are you a fan of 5 Seconds of Summer? Can you name all the band members? Have you followed the success of the Australian band from the early days through to supporting One Direction on tour and releasing their debut album? If you think you know all about the boys from down under, there is no better way to test your knowledge than with this fun quiz book. What was 5 Seconds of Summer originally going to be called? What record label produced the band's single 'Good Girls'? What award did 5 Seconds of Summer win at the 2014 Billboard Mid-Year Music Awards? The answers to these questions and more can all be found in this book. Packed with fun facts The 5 Seconds of Summer Quiz Book documents the band's journey to date. With 100 questions all about your favourite group, including songs, awards, tours and personal details about each individual member, this is the book fans of 5 Seconds of Summer won't want to be without.