Data Science Finance

Data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today. 

Expand your skills from being a basic data scientist to becoming an expert data scientist ready to solve real-world data-centric issues. Discover two comprehensive manuscripts in one audiobook.

Data is fundamental to the modern world. From economic development, to healthcare, to education and public policy, we rely on numbers to allocate resources and make crucial decisions. But because so much data fails to take into account gender, treating men as the default and women as atypical, bias and discrimination are baked into our systems. And women pay tremendous costs for this bias in time, money, and often with their lives. Celebrated feminist advocate Caroline Criado Perez investigates the shocking root cause of gender inequality and research in Invisible Women.

Brought to you by Penguin. An eye-opening account of the tech arms race shaping out planet, from an award-winning journalist and AI insider to the world of Sam Altman and OpenAI When longtime AI expert and journalist Karen Hao first began covering OpenAI in 2019, she thought they were the good...

The Algorithms That Run Your World Explained: Search Engines, Recommendation Systems, Artificial Intelligence Models, Encryption, and Algorithmic Trading in the Digital Age We live in a world shaped by invisible systems. Every search result, product recommendation, streaming suggestion, secure transaction, and stock market trade is guided by algorithms working behind the scenes. The Algorithms That Run Your World Explained is a clear, engaging guide to the powerful computational systems that organize information, drive digital platforms, secure communication, and move global markets. ...

It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets.

Are you ready to harness the transformative power of AI in finance? AI Mastery for Finance Professionals is the definitive guide for navigating the AI revolution that is reshaping the financial landscape. This book demystifies complex concepts and equips you with the knowledge and tools to leverage AI for smarter decision-making, improved risk management, and unparalleled innovation. As AI removes traditional constraints on scale, scope, and learning, it is redefining how financial institutions create, capture, share, and deliver value. With AI-driven processes enabling unprecedented ...

Brought to you by Penguin. From the UK’s ‘statistical national treasure’, a clever and data-driven guide to how we can live with risk and uncertainty We live in a world where uncertainty is inevitable. How should we deal with what we don’t know? And what role do chance, luck and...

It can be challenging to know where to begin when learning a new skill, especially when the subject appears so vast. There can be so much information available that it's difficult to know where to begin. Or, even worse, you start learning and quickly discover that there are too many concepts, commands, and nuances that aren't explained. This type of encounter is aggravating because it leaves you with more questions than answers. Python Programming Guide makes no assumptions about your Python or computer programming knowledge or background. To get the most out of this book, you don't need ...

"Business Analytics for Apes" is an exhilarating and approachable guide that invites you to swing through data with Python. This book turns the often-daunting world of business analytics into an adventurous playground for beginners and enthusiasts alike. With Python as your vine, you'll effortlessly swing from the basics of data analysis to the more complex canopies of predictive modeling and machine learning. It's a jungle out there in the business world, but this book ensures you're well-equipped to climb to the top, all while having a barrel of fun. Perfect for anyone who's ever felt ...

Bible of Python Programming is an introduction to the Python programming language, which is becoming increasingly popular. Python is an object-oriented scripting language that is interpreted and interactive. Python is becoming more popular as a result of: It is compatible with all major platforms, including Windows NT, Windows 95, Windows 98, Linux, all major UNIX platforms, MacOS, and even BeOS. It is open-source software that is copyrighted but freely usable, even in commercial applications. Its simple object-oriented interface makes it an excellent prototyping tool for C++ developers.

Welcome to the exciting world of AI-powered trading bots for executing options trades. In this subchapter, we will explore the fundamentals of AI and option trading, providing you with a solid foundation to begin your journey into the world of trading stocks and options. Whether you are a novice trader looking to learn the basics or an experienced investor seeking to leverage the power of AI technology in your trading strategies, this subchapter is designed to help you understand the key concepts and principles that drive success in the world of option trading.

There is obviously a place for fiat. Use it for what it’s good for. Spend fiat, save crypto. Crypto is the smartest people in the world exiting into their own economy — Naval Ravikant This is a beginner-friendly cryptocurrency and NFT book From bitcoin to blockchain, financial technology (FinTech) is changing the way we think about financial services. With blockchain technology serving as an encryption base for a variety of applications, understanding its use and limitations is a critical skill for leaders across industries. Through this course, you'll explore the history, current ...

In this book, you’ll find methods and techniques to organize your data, extract the information, and analyze it. There’s a way to make sure your company is going in the right direction, and this audiobook will reveal the secret behind a successful business.

How do mathematical models shape our world - and how can we harness their power for good? Models are at the centre of everything we do. Whether we use them or are simply affected by them, they act as metaphors that help us better understand the increasingly complex problems facing us in the...

So many people dream of becoming their own boss or succeeding in their chosen profession, and with the resources available today, more entrepreneurs and professionals are achieving great success! However, success should be defined for the long term. As opportunities start to grow, so does the competition. Getting your business up and running or starting on your career path is one thing, but having a sustainable business or career is another. Many people make the mistake of making plans, but having no follow-through. This is where analytics comes in.

How do you gain an edge in the digital world order? “Another book for the ages from a master! . . . Particularly insightful is his emphasis on how the end-to-end individual consumer experience will separate winners from losers in our new digital age.”—Fred Hassan, chairman, Caret Group...

Data science has a huge impact on how companies conduct business, and those who don't learn about this revolutionary field could be left behind. You see, data science will help you make better decisions, know what products and services to release, and how to provide better service to your customers. In this guidebook, you will discover more about data science and how to get started in this field.

Did you know the value of data usage has increased job opportunities but that there are few specialists? These days, everyone is aware of the role data can play, whether it is an election, business, or education. But how can you start working in a wide interdisciplinary field that is occupied with so much hype? This audiobook presents you with a step-by-step approach to data science as well as secrets only known by the best data scientists.

EVER WONDERED WHY PEOPLE REALLY DO WHAT THEY DO? (AND WHAT WE COULD ACCOMPLISH IF WE ONLY KNEW?) We need a clear-eyed look at what’s happening in society right now. Misinformation, fake news, and politicization is affecting how we as a society come to grips with a global pandemic, economic...