Python for Finance Cookbook - Over 80 powerful recipes for effective financial data analysis

Eryk Lewinson

Sinopse

Python is one of the most popular programming languages in the financial industry, with a huge collection of accompanying libraries. In this new edition of the Python for Finance Cookbook, you will explore classical quantitative finance approaches to data modeling, such as GARCH, CAPM, factor models, as well as modern machine learning and deep learning solutions.
You will use popular Python libraries that, in a few lines of code, provide the means to quickly process, analyze, and draw conclusions from financial data. In this new edition, more emphasis was put on exploratory data analysis to help you visualize and better understand financial data. While doing so, you will also learn how to use Streamlit to create elegant, interactive web applications to present the results of technical analyses.
Using the recipes in this book, you will become proficient in financial data analysis, be it for personal or professional projects. You will also understand which potential issues to expect with such analyses and, more importantly, how to overcome them.

Disponível desde: 30/12/2022.

Comprimento de impressão: 740 páginas.

Outros livros que poderiam interessá-lo

Ultimate Statistical Analysis...

Vishesh Dhingra

Elevate Your Data Analytics Skills, Optimize Workflows, and Drive Informed Decision-Making Across the Spectrum of Data Professions!

Book Description
The "Ultimate Statistical Analysis System (SAS) for Data Analytics" is your go-to resource for mastering SAS, a powerful software suite for statistical analysis. This comprehensive book covers everything from the basics of SAS for data professionals to advanced topics like clustering analysis and association rules. With practical examples and clear explanations, this book equips readers with the knowledge and skills needed to excel in their roles as data scientists, analysts, researchers, and more.
Whether you're a beginner looking to build a solid foundation in SAS or an experienced user seeking to expand your proficiency, this handbook has something for everyone. You'll learn essential techniques for importing, cleaning, and visualizing data, as well as conducting hypothesis testing, regression analysis, and inferential statistics. Advanced topics like SAS programming concepts and generating reports are also covered in detail, providing readers with the tools to tackle complex data challenges with confidence.
Table of Contents

1. Introduction to SAS for Data Professionals
2. Data Import and Export in SAS
3. Data Cleaning and Transformation
4. Data Visualizations with SAS
5. Hypothesis Testing and Regression Analysis
6. Descriptive and Inferential Statistics
7. Advanced SAS Programming Concepts
8. Clustering Analysis with PROC CLUSTER
9. Association Rules in SAS
10. Generating Reports in SAS
Index

Ver livro

Cybernetics Guide - A...

James Ferry

James Ferry 
From its origins in the groundbreaking work of pioneers like Norbert Wiener and Warren McCulloch to its modern-day applications in robotics, artificial intelligence, biology, and beyond, cybernetics has revolutionized our understanding of complex systems and their behavior. In this comprehensive guide, you'll discover:Foundations of Cybernetics: Explore the fundamental concepts that underpin cybernetics, including feedback loops, control systems, and information theory. Gain insight into the principles that govern the behavior of cybernetic systems and learn how they shape the world around us.Applications Across Disciplines: Delve into the diverse applications of cybernetics in fields such as robotics, control systems, biology, neuroscience, and social systems. Learn how cybernetic principles are transforming industries, driving innovation, and shaping the future of technology and society.Practical Insights and Techniques: Equip yourself with practical tools and techniques for designing, implementing, and optimizing cybernetic systems. From designing feedback mechanisms to navigating ethical considerations, this guide provides invaluable insights for practitioners and enthusiasts alike.Future Directions and Challenges: Explore the cutting-edge advancements, emerging trends, and ethical dilemmas shaping the future of cybernetics. Gain perspective on the opportunities and challenges that lie ahead and discover how you can contribute to shaping the future of this dynamic field. 
"Cybernetics Guide" is your essential companion to understanding and mastering the principles of cybernetics. Packed with clear explanations, real-world examples, and practical insights, this book is your gateway to unlocking the potential of cybernetics and shaping a future where intelligent systems thrive.

Ver livro

Chaste Mimosa - The Psychology...

Terence McMullen

Propositions about artificial intelligence are being debated seriously in the 21st Century, but machines, unlike plants, are not even living organisms.
So, are plants sentient beings, like humans? Do they feel? Can they communicate?
Plant sentience is a subject that has intrigued mankind over the ages - from the ancient Greeks, Plato and Aristotle, through to modern day philosophers and psychologists.
In this extraordinary book, Australia's Dr Terence McMullen presents an engaging, systematic and thorough study of plant psychology.
The aim of this work is to bring together and organize the contentions of serious students of plant life who argue that there are objective grounds for plant psychology.
Chaste Mimosa: The Psychology of Plants is a compelling and essential book for all thinkers, students and teachers of psychology, philosophy, physiology, plus all disciplines related to the study of plants.

Ver livro

Guided meditation for thyroid...

Stuart Newman

This guided meditation helps you to relax and reduce stress, which can be a major contributor to thyroid issues.  
It also helps provide relief from physical symptoms associated with the condition, such as fatigue and difficulty concentrating.  
You will enjoy this relaxing experience while learning how to control your body's energy flow in order to promote better health overall.  
The best part of this guided meditation is that it only takes 50 minutes out of your day!  
So if you're looking for a natural way improve the health of your thyroid, give DST Hypno with Stu Newman a try today!

Ver livro

Born of Ice and Fire - How...

Graham Shields

An exploration of how the Cryogenian Period, when our planet was covered in ice for millions of years, created today's remarkable biodiversity 
 
 
  
More than half a billion years ago, our world was completely covered by glaciers, a "Snowball Earth" that persisted for millions of years. Incredibly, this unimaginable cold led to the remarkable diversification of life on earth known as the Cambrian explosion. With a geologist's eye and a knack for storytelling, Graham Shields explores when and how such inhospitable conditions enabled animals to evolve, radiate, and diversify into our earliest ancestors. 
 
 
  
This journey navigates the wild swings between hot and cold climates, oxygenation and asphyxiation, biological radiations and extinctions, asking how such instability relates to grander forces that brought our planet to its modern state. Shields guides listeners through evidence found in the Australian outback, Mongolia, Scotland, and other locales, revealing how geologists can trace glaciation, the atmosphere, oceans, mountain building, and more through the earth's rocks, providing a comprehensive theory of how life evolved and diversified.

Ver livro

100 Amazing Facts about Whales -...

Marc Dresgui

Discover the fascinating world of whales with "100 Amazing Facts About Whales," the must-have book for young ocean explorers! 🐋 
Have you ever wondered:How do whales communicate with each other?What is the largest species of whale?Why do whales jump out of the water?How do baleen whales feed?Why do some whales migrate long distances?What are the hunting techniques of orcas?How do whale calves survive in their first months of life? 
Why this book is perfect for your child:Fun and educational learning: The book presents fascinating and scientifically verified facts about whales, making learning fun and engaging for children.Development of scientific curiosity: By discovering the mysteries of whales, young readers will be encouraged to ask questions and explore the natural world further.Promotion of conservation: This book raises awareness among children about the importance of marine conservation, inspiring them to become environmental advocates.Encouragement to read: The captivating narrative style and intriguing facts will grab children's attention, encouraging them to read more and develop their love of reading.Enhancement of comprehension skills: The facts and stories are presented clearly and concisely, helping children improve their comprehension and information retention abilities.Family interaction: This book is perfect for reading together as a family, providing moments of shared learning and bonding. 
"100 Amazing Facts About Whales" is more than just a book; it's a gateway to a world of wonder and discovery. Give it to your child and let them dive into the extraordinary universe of whales, where every page is a new adventure.

Ver livro