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Online Security For Beginners - Fall Ed. 20 2024
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Language: English | Format: pdf | 2024 | Size: 66.6 MB

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16
Python Machine Learning by Example With Real-World Use Cases 4ed 2024 - Liu Y.
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Language: English | Format: epub | 2024 | Size: 44.6 MB

Key Features
Discover new and updated content on NLP transformers, PyTorch, and computer vision modeling
Includes a dedicated chapter on best practices and additional best practice tips throughout the book to improve your ML solutions
Implement ML models, such as neural networks and linear and logistic regression, from scratch
Purchase of the print or Kindle book includes a free PDF copy
Book Description
The fourth edition of Python Machine Learning By Example is a comprehensive guide for beginners and experienced machine learning practitioners who want to learn more advanced techniques, such as multimodal modeling. Written by experienced machine learning author and ex-Google machine learning engineer Yuxi (Hayden) Liu, this edition emphasizes best practices, providing invaluable insights for machine learning engineers, data scientists, and analysts.

Explore advanced techniques, including two new chapters on natural language processing transformers with BERT and GPT, and multimodal computer vision models with PyTorch and Hugging Face. You’ll learn key modeling techniques using practical examples, such as predicting stock prices and creating an image search engine.

This hands-on machine learning book navigates through complex challenges, bridging the gap between theoretical understanding and practical application. Elevate your machine learning and deep learning expertise, tackle intricate problems, and unlock the potential of advanced techniques in machine learning with this authoritative guide.

What you will learn
Follow machine learning best practices throughout data preparation and model development
Build and improve image classifiers using convolutional neural networks (CNNs) and transfer learning
Develop and fine-tune neural networks using TensorFlow and PyTorch
Analyze sequence data and make predictions using recurrent neural networks (RNNs), transformers, and CLIP
Build classifiers using support vector machines (SVMs) and boost performance with PCA
Avoid overfitting using regularization, feature selection, and more
Who this book is for
This expanded fourth edition is ideal for data scientists, ML engineers, analysts, and students with Python programming knowledge. The real-world examples, best practices, and code prepare anyone undertaking their first serious ML project.

Table of Contents:

Getting Started with Machine Learning and Python
Building a Movie Recommendation Engine
Predicting Online Ad Click-Through with Tree-Based Algorithms
Predicting Online Ad Click-Through with Logistic Regression
Predicting Stock Prices with Regression Algorithms
Predicting Stock Prices with Artificial Neural Networks
Mining the 20 Newsgroups Dataset with Text Analysis Techniques
Discovering Underlying Topics in the Newsgroups Dataset with Clustering and Topic Modeling
Recognizing Faces with Support Vector Machine
Machine Learning Best Practices
Categorizing Images of Clothing with Convolutional Neural Networks
Making Predictions with Sequences Using Recurrent Neural Networks
Advancing Language Understanding and Generation with Transformer Models
Building An Image Search Engine Using Multimodal Models
Making Decisions in Complex Environments with Reinforcement Learning

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Adobe Elements For Beginners - Fall 2024
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Language: English | Format: pdf | 2024 | Size: 60.3 MB

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23 May 2022
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985
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16
The Family Handyman - December 2024 - January 2025
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Language: English | Format: pdf | 2024 | Size: 24.6 MB

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985
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16
The New York Times Best Sellers Fiction - December 8, 2024
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Language: English | Format: epu b | 2024 | Size: 47.7 MB

List:

01. THE MIRROR by Nora Roberts
02. NOW OR NEVER by Janet Evanovich
03. THE SONGBIRD & THE HEART OF STONE by Carissa Broadbent
04. JAMES by Percival Everett
05. TO DIE FOR by David Baldacci
06. WICKED by Gregory Maguire
07. THE WOMEN by Kristin Hannah
08. FOURTH WING by Rebecca Yarros
09. THE CITY AND ITS UNCERTAIN WALLS by Haruki Murakami
10. TRIAL BY FIRE by Danielle Steel
11. THE BOYFRIEND by Freida McFadden
12. A COURT OF THORNS AND ROSES by Sarah J. Maas
13. COUNTING MIRACLES by Nicholas Sparks
14. IN TOO DEEP by Lee Child and Andrew Child
15. THE HOUSEMAID by Freida McFadden

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23 May 2022
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985
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16
MrExcel 2024 Igniting Excel Mastery with the Latest Tips & Tricks
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Language: English | Format: epub | 2024 | Size: 30.1 MB

Unlock Excel 2024's potential with this essential guide, featuring 150 advanced techniques designed to elevate your skills. Whether you're automating tasks, creating dynamic dashboards, or utilizing Excel's new AI tools, this guide provides clear, practical instructions. Each chapter is crafted to help you navigate Excel's latest features, from data manipulation to complex formulas and Python integration. This guide offers a hands-on approach, with real-world examples that demonstrate how to apply Excel's capabilities in practical scenarios. You'll learn to optimize your workflow, enhance data visualization, and make informed decisions based on your analysis. The guide is perfect for intermediate to advanced users looking to stay ahead of the curve and maximize their productivity. By focusing on both the "how" and the "why" of each feature, this guide ensures you not only understand the technical steps but also grasp the underlying principles that make these tools powerful. Whether you're a data analyst, financial professional, or business manager, this guide equips you with the skills to transform your Excel experience, making your work more efficient, accurate, and insightful.

Who is this book for?
This book is ideal for Excel users of all levels, from beginners to advanced. No prior experience with the latest Excel version is needed, but basic familiarity with Excel is recommended. This course is suitable for professionals in data analysis, finance, administration, and students.
What you will learn
Master Excel's latest features efficiently
Implement advanced data analysis
Use dynamic arrays and LAMBDA functions
Create interactive dashboards
Utilize Python within Excel
Automate tasks using Power Query


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23 May 2022
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985
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16
Raspberry Pi Annual - Volume 11 2024
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Language: English | Format: pdf | 2024 | Size: 97.9 MB

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23 May 2022
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985
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16
Backwoods Survival Guide Gear Guide 2024
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Language: English | Format: pdf | 2024 | Size: 50 MB

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23 May 2022
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985
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16
Think Big 2 - Jennifer Prior
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Language: English | Format: pdf | 2024 | Size: 17.1 MB

Take a tour of the world's most fascinating landmarks! The Gateway Arch, Big Ben, the Pyramids of Giza, and the Sydney Opera House are just a few of the landmarks that students will learn about in this high-interest book. This Spanish math book combines math and literacy skills, and uses real-life examples of problem solving to teach subject area content. The full-color images, engaging sidebars, practice problems, and math diagrams make learning arithmetic concepts relevant and fun. Text features include a table of contents, glossary, and index to increase understanding of math and reading concepts. An in-depth problem-solving section provides additional learning and practice opportunities while challenging students' higher-order thinking skills. Packed with fun facts, this informational text supports ESL students and STEM education.

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23 May 2022
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985
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16
The Ultimate Coding Manual December 2024
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Language: English | Format: pdf | 2024 | Size: 100.4 MB

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23 May 2022
Mesajlar
985
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16
Excel's Not Dead A new way of working with Excel spreadsheets 2024 - McBurnie W.
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Language: English | Format: pdf | 2024 | Size: 32.86 MB

A new way of working with Excel spreadsheets never seen before that will transform how we work with Excel now and in the future. A game changing system of data manipulation based on a single discovery.

This book will take you step by step from the discovery and it's simple application through to how to apply it to create fully dynamic dashboards. The things that you could previously only do with Pivot Tables are now available to everyone from Excel beginners to professionals. A comprehensive Excel toolkit to ensure you have all the tools you need to tackle all the exercises and complete your journey.

I hear too often from IT professionals that "Excel is Dead" but every day I see It becoming more and more essential in every work environment from single person start ups to large corporations. This book will show that not only is excel not dead, with the system I will teach you it's getting stronger and stronger.

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23 May 2022
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985
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16
GitHub for Next-Generation Coders by Igor Irić
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Language: English | Format: epub | 2024 | Size: 51.5 MB

Build a powerful portfolio on GitHub that showcases your most impressive coding projects and technical skills

Key Features
Explore GitHub's powerful features and make it the central hub for all your coding adventures
Learn how to use GitHub Copilot as your coding sidekick, suggesting lines of code to help you write faster and smarter
Learn how to optimize and personalize your GitHub profiles for maximum impact from a community leader
Purchase of the print or Kindle book includes a free PDF eBook
Book Description
Navigating the world of collaborative software development can be daunting, especially for young coders just starting their programming journey. This book is designed to take you on a coding adventure, transforming you from a curious beginner into a confident GitHub user.

The book builds a solid foundation and explains the Git version control system in depth, helping you understand how to track changes, collaborate effectively, and manage your projects with ease. You'll master repositories, the building blocks of your coding projects, and learn branching strategies to experiment and work seamlessly with others. The chapters will teach you about GitHub Actions, guiding you through workflow syntax, exploring environments and secrets management, and providing hands-on exercises to solidify your understanding. You'll also discover how to craft a compelling GitHub profile that highlights your achievements and discover the exciting world of open-source projects where you can contribute and give back to the community. To get you started with AI, you'll also learn how to leverage Copilot and ChatGPT together to write faster, cleaner code.

By the end of this book, you'll be well prepared to contribute to real-world projects on GitHub, equipped with the skills to thrive in the world of collaborative software development.

What will you learn?
Travel back in code history and track different versions of your projects
Keep your code blocks neat and tidy within your repository, just like sorting puzzle pieces to create a masterpiece
Create branches to experiment with new ideas or features without messing up your main code
Use Git to share your suggestions and collaborate with other coders to make your code even more amazing
Automate and level up your coding game with GitHub Actions
Build your coder reputation by contributing to open source projects
Who is this book for?
This book is for young, tech-curious individuals eager to find out more about the world of software development. If you are a student motivated to learn GitHub to better understand collaborative coding practices, manage projects effectively, and potentially pursue careers or hobbies in the technology field, then this book is for you.

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Katılım
23 May 2022
Mesajlar
985
Tepkime puanı
0
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16
Pinch of Nom All in One by Kate Allinson, Kay Allinson
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Language: English | Format: epub | 2024 | Size: 121.2 MB

All the flavor, all the ease, all the enjoyment – ALL IN ONE.

100 brand-new, fully calorie-counted recipes that can be made in one pot, one pan or one roasting tray from the UK’s fastest-selling food writers and chefs, Pinch of Nom.

Enjoy satisfying, flavor-packed and slimming-friendly meals without the hassle or washing up.

ALL IN ONE includes low-effort high-reward fakeaways such as Chicken Tikka and Rice One-Pot, hearty bakes including Cheesy Butternut Bacon Orzo, and mouthwatering sweet treats like Slow Cooker Self-Saucing Chocolate Pudding.

Pinch of Nom’s food feels so indulgent that you’d never guess how straightforward it is to make – thanks to foolproof recipes, flexible cooking methods and easy-to-find ingredients.

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Katılım
23 May 2022
Mesajlar
985
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0
Puanları
16
JSA (2024-)
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Language: English | Format: cbz | 2024 | Size: 82.5 MB

Long-time fan favorite characters Hawkman, Hawkgirl, Jade, Obsidian, Jesse Quick, Hourman, Ted Grant, and Sandman are all back on the roster as DC’s ?rst super team faces their greatest and most personal challenge yet. Will golden age ideals hold true in a world recovering from the events of Absolute Power? Or do they need a more hardcore approach to stand a chance against the new Injustice Society of America?

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Katılım
23 May 2022
Mesajlar
985
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0
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16
Grand Prix An Illustrated History of Formula 1 by Will Buxton
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Language: English | Format: epub | 2024 | Size: 154.5 MB

A thrilling illustrated history of Formula 1 racing, from its fascinating origins and inner workings to the top drivers of the twentieth century and today, by a celebrated motorsports broadcaster and star of Formula 1: Drive to Survive
"A valuable and welcome addition to the library of any lifelong F1 fan, as well as for any curious individual new to the world of F1."-Mario Andretti

Over its seventy-plus years of history, Formula 1 racing has grown from a niche motorsport with just a few events per season into a global phenomenon followed by more than a billion fans. With just twenty drivers competing at speeds of over 220 miles per hour on more than twenty of the world's most glamorous and challenging racetracks, Formula 1 is the ultimate test of machine and humankind. To become a champion means to be counted among the most elite athletes the world has ever known.
As the lead commentator on Netflix's...

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23 May 2022
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985
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16
Storm of the Century by Stephen King
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Language: English | Format: epub | 2024 | Size: 21.2 MB

For the first time in Stephen King's remarkable publishing history, the master storyteller presents an all-new, original tale written expressly for the television screen.

They're calling it the Storm of the Century, and it's coming hard. The residents of Little Tall Island have seen their share of nasty Maine Nor'easters, but this one is different. Not only is it packing hurricane-force winds and up to five feet of snow, it's bringing something worse. Something even the islanders have never seen before. Something no one wants to see.

Just as the first flakes begin to fall, Martha Clarendon, one of Little Tall Island's oldest residents, suffers an unspeakably violent death. While her blood dries, Andre Linoge, the man responsible sits calmly in Martha's easy chair holding his cane topped with a silver wolf's head…waiting.

Linoge knows the townsfolk will come to arrest him. He will let them. For he has come to the island for one reason. And when he meets Constable Mike Anderson, his beautiful wife and child, and the rest of Little Tall's tight-knit community, this stranger will make one simple proposition to them all:
“If you give me what I want, I'll go away.”

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Katılım
23 May 2022
Mesajlar
985
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0
Puanları
16
Maximum PC - Christmas 2024
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Language: English | Format: pdf | 2024 | Size: 77.2 MB

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Katılım
23 May 2022
Mesajlar
985
Tepkime puanı
0
Puanları
16
PC Pro - December 2024
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Language: English | Format: pdf | 2024 | Size: 56.3 MB

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Katılım
23 May 2022
Mesajlar
985
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0
Puanları
16
How It Works - Issue 197, 2024
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Language: English | Format: pdf | 2024 | Size: 57.2 MB

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Katılım
23 May 2022
Mesajlar
985
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0
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16
Fine Woodworking - February 2025
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Language: English | Format: pdf | 2024 | Size: 23.9 MB

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