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Machine Learning with Python:
A Comprehensive Guide To Algorithms, Deep Learning Techniques, And Practical Applications
English | 2025 | ASIN : B0DVGGYCYR | 270 Pages | EPUB | 16 MB

Machine Learning with Python in this all-in-one guide designed for beginners and experienced developers alike! �� Whether you're diving into supervised and unsupervised learning, exploring neural networks, or mastering real-world applications, this book provides step-by-step explanations, hands-on examples, and expert insights.

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[booksz]

Machine Learning with Python: Principles and Practical Techniques
English | 2025 | ISBN: 1009170244 | 1159 Pages | PDF | 86 MB
Machine learning has become a dominant problem-solving technique in the modern world, with applications ranging from search engines and social media to self-driving cars and artificial intelligence. This lucid textbook presents the theoretical foundations of machine learning algorithms, and then illustrates each concept with its detailed implementation in Python to allow beginners to effectively implement the principles in real-world applications. All major techniques, such as regression, classification, clustering, deep learning, and association mining, have been illustrated using step-by-step coding instructions to help inculcate a 'learning by doing' approach. The book has no prerequisites, and covers the subject from the ground up, including a detailed introductory chapter on the Python language. As such, it is going to be a valuable resource not only for students of computer science, but also for anyone looking for a foundation in the subject, as well as professionals looking for a ready reckoner.

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Machine Learning with Python Unlocking AI Potential with Python and Machine Learning
English | 2024 | ISBN: 1835462073 | 222 pages | MOBI | 5.46 Mb
Unlock the secrets of data science and machine learning with our comprehensive Python course, designed to take you from basics to complex algorithms effortlessly

Key Features
Navigate through Python's machine learning libraries effectively
Learn exploratory data analysis and data scrubbing techniques
Design and evaluate machine learning models with precision
Book Description
The course starts by setting the foundation with an introduction to machine learning, Python, and essential libraries, ensuring you grasp the basics before diving deeper. It then progresses through exploratory data analysis, data scrubbing, and pre-model algorithms, equipping you with the skills to understand and prepare your data for modeling. The journey continues with detailed walkthroughs on creating, evaluating, and optimizing machine learning models, covering key algorithms such as linear and logistic regression, support vector machines, k-nearest neighbors, and tree-based methods. Each section is designed to build upon the previous, reinforcing learning and application of concepts. Wrapping up, the course introduces the next steps, including an introduction to Python for newcomers, ensuring a comprehensive understanding of machine learning applications.
What you will learn
Analyze datasets for insights
Scrub data for model readiness
Understand key ML algorithms

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macOS Sequoia For Dummies (For Dummies (Computer/Tech)) by Guy Hart-Davis
English | November 27, 2024 | ISBN: 1394286767 | 480 pages | MOBI | 9.40 Mb
Learn the ins and outs of macOS with the top-selling Dummies guide

macOS 2025 For Dummies is here to help you get acquainted with the operating system that makes your Mac computer go. Get easy-to-follow instructions for doing everything you need and taking advantage of the hottest features. If you've just jumped on the Mac bandwagon, veteran macOS writer Guy Hart-Davis shows you how to get started with Desktop and Finder. Soon, you'll graduate to topics like organizing your life with files and folders; connecting with friends and family through Mail, Messages, and FaceTime; and keeping your data safe against loss or harm. Getting familiar with your operating system is one of the best ways to improve your computing skill and make your digital life even easier.Navigate macOS and organize your files like a proEnjoy music, photos, movies and more on your MacMake the most of the powerful tools that come with macOSTroubleshoot common macOS problems and learn how to get supportThis is the ideal Dummies guide for new Mac users or veteran Mac users who need to get up to speed with the latest macOS updates.

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MacOS Sequoia Handbook: An In-Depth, Step-by-Step Guide to Becoming an Expert User of macOS for Maximum
Efficiency, Streamlined Navigation, and Exceptional Experience
English | 2025 | ASIN : B0DXBB25SZ | 177 Pages | EPUB | 15 MB

Learn how to use macOS Sequoia Handbook, crafted by Ben Calvin, the indispensable guide to handling the most recent macOS update. This extensive resource was created especially for users who want to get acquainted with the latest innovations and features that improve the effectiveness and enjoyment of daily computing.

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Macroeconomic Modeling: The Cowles Commission Approach by Ray C. Fair
English | January 21, 2025 | ISBN: 0262549840 | 286 pages | PDF | 1.96 Mb
An empirical approach to constructing macroeconomic models.

Macroeconomic Modeling presents an empirically based approach to the construction of macroeconomic models-the Cowles Commission approach-as a response to the backlash that has taken place since the late 1970s to this methodology. The emphasis in the literature has been on tightly specified theoretical models, which lack realism. In this book, Ray C. Fair develops models to analyze a variety of issues and events in macroeconomics and the US economy, and he explains the econometric techniques needed to estimate those models. Many of the results are either contrary to results from the theoretical models or cannot be examined by the theoretical models because they omit many important features of the economy.
Fair covers a broad range of topics, including inflation and unemployment, the size of wealth effects, the behavior of the Federal Reserve and its effects on the economy, the effects of fiscal policy, Okun's law, and contractions and expansions. Macroeconomic Modeling will appeal equally to graduate students and researchers as well as macroeconomic policy makers.

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Macronomics: Automating Economic insght with VBA: A Comprehensive Guide 2025 by Hayden Van Der Post, Reactive Publishing, Alice Schwartz
English | January 24, 2025 | ISBN: N/A | ASIN: B0DV2BV6D7 | 417 pages | EPUB | 1.54 Mb
Reactive Publishing

Unlock the power of Microsoft Excel VBA to revolutionize your approach to economics! In this comprehensive guide, you'll explore how to harness Visual Basic for Applications (VBA) to automate data analysis, streamline economic modeling, and create dynamic dashboards that provide actionable insights. Designed for economists, analysts, and finance professionals, this book combines practical examples with real-world economic scenarios to help you master automation and elevate your productivity. Whether you're forecasting trends, building macroeconomic models, or analyzing datasets, "MacroeconVBA" empowers you with tools and techniques to achieve unparalleled efficiency.Key Features:Step-by-step tutorials on integrating VBA into economic workflows.Advanced techniques for automating financial modeling and forecasting.Practical examples of macroeconomic and microeconomic applications.Tools for creating dynamic dashboards and visualizations.Real-world case studies tailored for professionals and students.Streamline your work, save time, and gain deeper economic insights with the power of VBA. Dive into "MacroeconVBA" and take control of your economic analysis today!

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Madame Vo: Vietnamese Home Cooking from the New York Restaurant by Jimmy Ly, Dan Q. Dao, Yen Vo
English | October 22, 2024 | ISBN: 1419767267 | 256 pages | MOBI | 117 Mb
From Vietnam to the East Village, husband‑wife duo Jimmy Ly and Yen Vo, chef and owners of critically acclaimed restaurant Madame Vo, bring big, bold southern Vietnamese flavors to homestyle cooking in this cookbook

Madame Vo, which opened in New York City's East Village in 2017, quickly became a destination, changing how the city enjoys Vietnamese food. This cookbook features the authentic, modern recipes that made Madame Vo famous, alongside Ly and Vo's story of how their families fled war and built a life in the United States, how they met and fell in love, and how they launched and now run the restaurant together.
With more than eighty simple-to-follow recipes, Madame Vo will teach you everything you need to know to start cooking Vietnamese food at home.
This cookbook features the recipes that made Madame Vo a household name, including:
* Signatures dishes like Madame Wings (spicy chicken wings with fish sauce)
* Sườn Kho Pork Pibs
* The Perfect Phở
* Caramelized Pork Belly and Pineapples
* New innovations like Chè Bắp Sweet Corn Pudding
* Bánh Bò Nướng Honeycomb Cake
Madame Vo is a restaurant rooted in family recipes and Vietnamese history. Ly and Vo's stories were shaped by their parents' decision to gather their families and leave everything they knew for America-Vo was born in a refugee camp in Thailand and Ly was born in Queens after his parents fled their home during the Vietnam War.
Once they risked everything to bring quality Vietnamese food to East Village patrons, it didn't take long for great reviews and press to roll in. After Ly's cooking received rave reviews from both Ligaya Mishan and Pete Wells for the New York Times, Madame Vo quickly became a New York staple, frequented by notable fans such as Calvin Klein, Sarah Jessica Parker, Simu Liu, Bowen Yang, Alan Cumming, and others.
With the talents of award-winning writer Dan Q. Dao, this narrative-driven cookbook includes Ly and Vo's stories, all the hits from the restaurant, and what you need to know to start cooking Vietnamese food at home. This book is a love letter from Madame Vo to the restaurant's community and new readers alike, accessible and encouraging for any Vietnamese food enthusiast.

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Madison Avenue Makeover: The transformation of Huge and the redefinition of the ad agency business by Michael Farmer
English | July 11, 2023 | ISBN: 1911687646 | 256 pages | PDF | 2.15 Mb
In August 2021, author Michael Farmer was invited by Mat Baxter, the new CEO of Huge, the global digital agency owned by Interpublic, to become an independent " fly on the wall" observer to record the strategic and operational transformation of Huge. Baxter was Huge' s fifth CEO in four years. Huge had had a history of slow growth, client churn and marginal profitability. This book is the riveting story of Huge's journey through its transformation, with a revised mission, a new line of fixed-price products, and a single global organization that would permit Huge to help its clients accelerate their top line growth rates. "It' s one thing to organize a change plan that assigns responsibilities to senior executives," mused Baxter, " and another thing to have the sum of their efforts add up to something greater. That is what we have achieved." Madison Avenue Makeover provides a unique insight into how one company changed in order to survive, and at the same time, redefined the advertising agency business.

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Madrid: A New Biography by Luke Stegemann
English | August 27, 2024 | ISBN: 0300276338 | 480 pages | PDF | 14 Mb
The miraculous story of Madrid-how a village became a great world city

For centuries Madrid was an insignificant settlement on the central Iberian plateau. Under its Muslim rulers the town was fortified and enlarged, but even after the Reconquista it remained secondary to nearby Toledo. But Madrid's fortunes dramatically shifted in the sixteenth century, becoming the centre of a vast global empire.
Luke Stegemann tells the surprising story of Madrid's flourishing, and its outsize influence across the world. From Cervantes and Quevedo to Velázquez and Goya, Spain's capital has been home to some of Europe's most influential artists and thinkers. It formed a vital link between Europe and the Americas and became a cauldron of political dissent-not least during the Spanish Civil War, when the city was on the frontline in the fight against fascism.
Stegemann places Madrid and its people in global context, showing how the city-fast overtaking Barcelona as a centre of international finance and cultural tourism-has become a melting pot at the heart of Europe and the wider Hispanic world.

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Magic, Science and Society (Routledge Advances in Sociology) by Alex Dennis
English | June 14, 2024 | ISBN: 0367179644 | 140 pages | PDF | 5.64 Mb
Magic, Science and Society investigates the way the 'rationality debate' has developed over the last century, from E.E. Evans-Pritchard's study of Azande magic, through Peter Winch's argument that there can be no such thing as a social science, across the arguments about the proper status of science in the 1970s and 1980s, to the 'epistemological' and 'ontological' turns of the early twenty-first century.

Different people have different understandings of what is rational: some practise magic, some orientate to legal convention and tradition and others defer to science and logic. Starting with anthropological studies of witchcraft, and working through to contemporary debates about epistemology and ontology in social science, this book systematically examines the ways key questions about these issues have been framed and answered. These include:Can 'magic' be real, either for members of the cultures that practise it or more generally?How can we arbitrate between different types of rationality?Is science a benchmark for studying other forms of rationality or just a cultural practice like any other?What are the implications of these issues for the social sciences themselves?This book will be of interest to anthropologists, sociologists, philosophers of the social sciences and science studies practitioners.

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Magical Fairy Homes and Gardens by Barbara Purchia, E. Ashley Rooney, David D. J. Rau
English | April 28, 2024 | ISBN: 0764367455 | 144 pages | MOBI | 30 Mb
Featuring the work of dozens of talented artists, this richly illustrated and redesigned sequel to Fairy Homes & Gardens further spurs the imagination with images and stories of more than 50 new fairy dwellings.

Fairies-those mythical sprites of folktales and daydreams-are an enduring source of fascination to humans. Designing, creating, and maintaining fairy dwellings and gardens has become popular as an artistic endeavor, family activity, or form of meditation. Published in 2014, Barbara Purchia and E. Ashley Rooney's Fairy Homes & Gardens has transported thousands of readers to the magical realm of fairy gardening. In the ensuing years, fairy homes and gardens have become much more than a fleeting trend, establishing a perennial pastime for people of all ages.
A treasure trove of ideas, this inspiring follow-up features
* images and stories of more than 50 new projects that encompass a wide variety of fairy dwellings-communities, cottages, houses, castles, chalets, and other serendipitous structures,
* creations by more than two dozen of the most talented and innovative artists creating fairy environments,
* a special chapter on fairy accessories, including furniture, doors, swings, and the other creature comforts that fairies appreciate,
* an appendix spotlighting plants that are ideal for incorporation into fairy gardens, and
* a foreword that tells the story of Florence Griswold Museum's wildly popular Wee Faerie Garden event.
Appealing to fairy enthusiasts and nature lovers of all ages, this book provides bold inspiration to help readers embark on a creative and relaxing pursuit that takes them directly into the world of fairy magic.

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Mainline Mama: A Memoir by Keeonna Harris
English | February 11, 2025 | ISBN: 0063205696 | 224 pages | EPUB | 1.47 Mb
A powerful exploration of self-resilience, family, and community from activist and prison abolitionist Keeonna Harris.

Keeonna and Jason met as young teens. Only fourteen, Keeonna had never had a boyfriend before, dreamed of attending Spelman to become an obstetrician, and thought she was "grown." Within a year she was pregnant and Jason was in prison, convicted of a carjacking and sentenced to twenty-two years. Overnight Keeonna had become a "mainline mama," a parent facing the task of raising a child-while still growing up herself-with an incarcerated partner.
In this triumphant memoir, Keeonna recalls her challenging journey as a mainline mama, from learning to overcome the exhausting difficulties of navigating the carceral system in the United States to transforming herself into an advocate for women like her-the predominantly Black and Brown women left behind to pick up the pieces of their families and fractured lives.
Keeonna speaks frankly about the forces that threatened to defeat her, how she learned to re - build her broken relationship with a mother who had lost trust in her, and how time eased the shame, guilt, and stigma of being a young Black teen mom with a partner behind bars. She offers inspiration and solace, showing how to create moments of beauty, humanity, and love-such as picking the perfect wedding dress for a ceremony in a state prison visiting room-in a place de - signed to break spirits.
Mainline Mama is about creating self-love and community-crucial acts of radical resistance against a prison industrial complex designed to dehumanize and to separate and shut away incarcerated individuals and their loved ones from the world.

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Make Art or Die Trying: The Only Art Book You'll Ever Need If You Want to Make Art That Changes the World by Stuart Semple
English | June 11, 2024 | ISBN: 0760387036 | 224 pages | MOBI | 16 Mb
Learn to make art that can change the world.

Multidisciplinary artist, entrepreneur, and activist Stuart Semple believes that art is for everyone, and that everyone is an artist. Every single human has an inner spark of creativity that can make the world a better place. Art can change people, places, attitudes, and communities, healing and communicating when words aren't enough.
Make Art or Die Trying empowers you to understand and connect with big art ideas and embrace your creative potential, no matter where you're starting from. This stunning, informative, and inspiring book demystifies influential art concepts of the 20th and 21st centuries, including happenings, performance art, Bauhaus, and Fluxus, making them super-approachable and inviting you to learn, make art, and make change.
Each chapter:
Explains a transformative art concept in a simple, straightforward, jargon-free way.Shares examples by amazing and innovative artists.Offers DIY ideas and exercises that encourage you to explore the concept yourself and ultimately develop your own unique conversation with the wider world.Includes a QR codethat allows access to an exclusive videoby Stuart that takes the conversation to a deeper level.Let Make Art or Die Trying be your guide to harnessing the power of creative ideas to create art and change in your life and community.

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Make: Radio: Hands-On Adventures in the Hidden Universe of Radio Waves by Fredrik Jansson, Charles Platt
English | July 9, 2024 | ISBN: 1680456776 | 279 pages | EPUB | 34 Mb
Radio waves are all around us. They're used by cell phones, Wi-Fi routers, TV dishes, and even satellite networks to convey data on thousands of different frequencies. When we unlock a car door with the push of a button or stream music to wireless earbuds, that's radio. It's a simple yet dynamic technology that has been harnessed by creative experimenters for over a century-and now you can join the adventure!

Author Fredrik Jansson demystifies the world of radio through a dozen innovative projects, enabling readers to build inexpensive radio circuits such as transmitters and receivers, remote controls, and a working metal detector. Radio concepts are also adapted for the Raspberry Pi Pico, updating classic concepts with contemporary tools for accuracy and power.
With more than 150 color images, step-by-step instructions and detailed explanations, and a handy materials list of components and sources, this is the ultimate guide to explore the hidden universe of radio waves!

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