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Python for Finance Cookbook – Second Edition: Over 80 powerful recipes for effective financial data analysis

Published

1 year ago

December 7, 2024

Python for Finance Cookbook – Second Edition: Over 80 powerful recipes for effective financial data analysis

Price: $37.99
(as of Dec 08, 2024 03:44:45 UTC – Details)

Use modern Python libraries such as pandas, NumPy, and scikit-learn and popular machine learning and deep learning methods to solve financial modeling problems

Purchase of the print or Kindle book includes a free eBook in the PDF format

Key FeaturesExplore unique recipes for financial data processing and analysis with PythonApply classical and machine learning approaches to financial time series analysisCalculate various technical analysis indicators and backtest trading strategiesBook Description

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.

What you will learnPreprocess, analyze, and visualize financial dataExplore time series modeling with statistical (exponential smoothing, ARIMA) and machine learning modelsUncover advanced time series forecasting algorithms such as Meta’s ProphetUse Monte Carlo simulations for derivatives valuation and risk assessmentExplore volatility modeling using univariate and multivariate GARCH modelsInvestigate various approaches to asset allocationLearn how to approach ML-projects using an example of default predictionExplore modern deep learning models such as Google’s TabNet, Amazon’s DeepAR and NeuralProphetWho this book is for

This book is intended for financial analysts, data analysts and scientists, and Python developers with a familiarity with financial concepts. You’ll learn how to correctly use advanced approaches for analysis, avoid potential pitfalls and common mistakes, and reach correct conclusions for a broad range of finance problems.

Working knowledge of the Python programming language (particularly libraries such as pandas and NumPy) is necessary.

Table of ContentsAcquiring Financial DataData PreprocessingVisualizing Financial Time SeriesExploring Financial Time Series DataTechnical Analysis and Building Interactive DashboardsTime Series Analysis and ForecastingMachine Learning-Based Approaches to Time Series ForecastingMulti-Factor ModelsModelling Volatility with GARCH Class ModelsMonte Carlo Simulations in FinanceAsset AllocationBacktesting Trading StrategiesApplied Machine Learning: Identifying Credit DefaultAdvanced Concepts for Machine Learning ProjectsDeep Learning in Finance

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Letters from a Stoic: (Deluxe Hardbound Edition) (Fingerprint! Classics)

Published

10 months ago

March 11, 2025

Press Room

Letters from a Stoic: (Deluxe Hardbound Edition) (Fingerprint! Classics)

Price: $14.99
(as of Mar 11, 2025 04:59:38 UTC – Details)

An invaluable collection of wisdom penned by the ancient philosopher Seneca. This compendium of insightful correspondence offers a road map to a more fulfilled existence, inviting readers to adopt the stoic mindset and attain greater resilience, wisdom, and serenity. Seneca’ s words resonate across centuries, guiding modern minds to live purposefully and confront the complexities of existence with grace and wisdom.

Explore the teachings of ancient philosopher Seneca, providing invaluable insights for modern life. Learn how to embrace the stoic mindset, cultivating resilience, wisdom, and inner peace in today’s fast-paced world. Discover a road map to a more meaningful and contented life. Equips readers to confront life’s complexities with grace, purpose, and a deeper understanding. A must-have for seekers of a more purposeful existence.

Publisher ‏ : ‎ Fingerprint! Publishing; Deluxe edition (January 12, 2023)
Language ‏ : ‎ English
Hardcover ‏ : ‎ 256 pages
ISBN-10 ‏ : ‎ 9358566744
ISBN-13 ‏ : ‎ 978-9358566741
Item Weight ‏ : ‎ 6.7 ounces
Dimensions ‏ : ‎ 5.5 x 0.9 x 8.5 inches

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One Minute Devotions Grace for Today

Published

10 months ago

March 10, 2025

Press Room

Price: $8.39
(as of Mar 10, 2025 06:11:55 UTC – Details)

The Grace for Today Brown Faux Leather One-Minute Devotions is an oasis of hope in the desert of life. When life is hard, and you feel depressed or face loss, this little devotional will be on your side to bring you words of grace from the LORD.

The toffee brown faux leather devotional features a simple heat-debossed frame on both the front and back covers. The title is gold-foiled and centered in the frame on the front cover. It is also repeated in gold foil on the spine.

Grace for Today Beautiful gilt-edged pages harmonize with the gold-foiled detail of the rich brown cover.

Grace for Today Brown Faux Leather One-Minute Devotions is a compilation of 366 meditations for each day of the year. Each day is dated with the month and day so that this devotional can be used year after year. Each entry features a Scripture verse followed by a short reflection from the author and ends with a powerful prayer. The content is organized around monthly themes. The interior pages are printed in full color, and a small, nautically inspired image appears at the top of each page. A toffee brown satin ribbon marker is included to mark your page.

Grace for Today Brown Faux Leather One-Minute Devotions offers a presentation page to personalize when you share it with a friend or give it as a gift. The compact size means it is highly portable and easily fits into a purse or glove compartment.

Grace for Today Brown Faux Leather One-Minute Devotions may be a small book, but the content is right on target to bring hope to the hurting. Pick up a couple of copies to keep handy to share with friends and family when they require encouragement

Toffee brown faux leather cover with heat-debossed frame
Gold-foiled title
Flexcover
366 daily devotions
400 pages
Gilt-edged pages
Full-color interior
Attached ribbon marker
Presentation page
Size: 5.6″ x 4.5″ x 0.8″ (142 x 114 x 20mm)

From the brand

Christian Art Gifts Spring 2025

Special Edition KJV Bibles

2025 Collection

Publisher ‏ : ‎ Christian Art Publishers (January 1, 2014)
Language ‏ : ‎ English
Imitation Leather ‏ : ‎ 400 pages
ISBN-10 ‏ : ‎ 1432109170
ISBN-13 ‏ : ‎ 978-1432109172
Item Weight ‏ : ‎ 8.8 ounces
Dimensions ‏ : ‎ 5.6 x 4.5 x 0.8 inches

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Self-Care for Black Women: 150 Ways to Radically Accept & Prioritize Your Mind, Body, & Soul (Self-Care for Black Women Series)

Published

10 months ago

March 8, 2025

Press Room

Self-Care for Black Women: 150 Ways to Radically Accept & Prioritize Your Mind, Body, & Soul (Self-Care for Black Women Series)

Price: ~~$16.99~~ - $15.23
(as of Mar 08, 2025 09:03:40 UTC – Details)

Prioritize your wellbeing with these 150 self-care exercises designed specifically to help Black women revitalize their outlook on life, improve their mental health, eliminate stress, and self-advocate.

Between micro- and macro-aggressions at school, at work, and everywhere in between, it’s tough to prioritize physical and mental wellness as a Black woman, especially with a constant news cycle highlighting Black trauma. Now, with The Self-Care for Black Women you’ll find more than 150 exercises that will help you radically choose to put yourself first. Whether you need a quick pick-me-up in the middle of the day, you’re working through feelings of burnout, or you need to process a microaggression, this book has everything you need to feel more at peace.

You’ll find prompts like:
-Map out your feelings about a microaggression
-Make a list of your safe spaces
-Detail out an entire day dedicated to your self-care
-And more!

It’s time to put yourself first and prioritize your self-care once and for all—and this book is here to help you do just that.

From the Publisher

Black Women are Beautiful, Strong, and Successful.

Publisher ‏ : ‎ Adams Media (January 11, 2022)
Language ‏ : ‎ English
Hardcover ‏ : ‎ 192 pages
ISBN-10 ‏ : ‎ 1507217315
ISBN-13 ‏ : ‎ 978-1507217313
Item Weight ‏ : ‎ 2.31 pounds
Dimensions ‏ : ‎ 5.5 x 0.7 x 7.5 inches