[FREE EBOOKS] Python Feature Engineering Cookbook, Third Edition, Practical Cyber Intelligence & Four More Best Selling Titles
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Fresh offers await you on our Information Technology Research Library, please have a look!
 | Python Feature Engineering Cookbook, Third Edition ($35.99 Value) FREE for a Limited TimeA complete guide to crafting powerful features for your machine learning models. Streamline data preprocessing and feature engineering in your machine learning project with this third edition of the Python Feature Engineering Cookbook to make your data preparation more efficient. This guide addresses common challenges, such as imputing missing values and encoding categorical variables using practical solutions and open source Python libraries. You’ll learn advanced techniques for transforming numerical variables, discretizing variables, and dealing with outliers. Each chapter offers step-by-step instructions and real-world examples, helping you understand when and how to apply various transformations for well-prepared data. The book explores feature extraction from complex data types such as dates, times, and text. You’ll see how to create new features through mathematical operations and decision trees and use advanced tools like Featuretools and tsfresh to extract features from relational data and time series. By the end, you’ll be ready to build reproducible feature engineering pipelines that can be easily deployed into production, optimizing data preprocessing workflows and enhancing machine learning model performance. |
 | Practical Cyber Intelligence ($79.00 Value) FREE for a Limited TimeOverview of the latest techniques and practices used in digital forensics and how to apply them to the investigative process. Practical Cyber Intelligenceprovides a thorough and practical introduction to the different tactics, techniques, and procedures that exist in the field of cyber investigation and cyber forensics to collect, preserve, and analyze digital evidence, enabling readers to understand the digital landscape and analyze legacy devices, current models, and models that may be created in the future. Readers will learn how to determine what evidence exists and how to find it on a device, as well as what story it tells about the activities on the device. Over 100 images and tables are included to aid in reader comprehension, and case studies are included at the end of the book to elucidate core concepts throughout the text. To get the most value from this book, readers should be familiar with how a computer operates (e.g., CPU, RAM, and disk), be comfortable interacting with both Windows and Linux operating systems as well as Bash and PowerShell commands and have a basic understanding of Python and how to execute Python scripts. Practical Cyber Intelligenceincludes detailed information on: OSINT, the method of using a device’s information to find clues and link a digital avatar to a person, with information on search engines, profiling, and infrastructure mapping. Window forensics, covering the Windows registry, shell items, the event log and much more. Mobile forensics, understanding the difference between Android and iOS and where key evidence can be found on the device. Focusing on methodology that is accessible to everyone without any special tools,Practical Cyber Intelligenceis an essential introduction to the topic for all professionals looking to enter or advance in the field of cyber investigation, including cyber security practitioners and analysts and law enforcement agents who handle digital evidence. |
 | Introduction to Algorithms: A Comprehensive Guide for Beginners: Unlocking Computational Thinking ($34.99 Value) FREE for a Limited TimeBegin your journey into the fascinating world of algorithms with this comprehensive course. Starting with an introduction to the basics, you will learn about pseudocode and flowcharts, the fundamental tools for representing algorithms. As you progress, you’ll delve into the efficiency of algorithms, understanding how to evaluate and optimize them for better performance. The course will also cover various basic algorithm types, providing a solid foundation for further exploration. You will explore specific categories of algorithms, including search and sort algorithms, which are crucial for managing and retrieving data efficiently. You will also learn about graph algorithms, which are essential for solving problems related to networks and relationships. Additionally, the course will introduce you to the data structures commonly used in algorithms. Towards the end, the focus shifts to algorithm design techniques and their real-world applications. You will discover various strategies for creating efficient and effective algorithms and see how these techniques are applied in real-world scenarios. By the end of the course, you will have a thorough understanding of algorithmic principles and be equipped with the skills to apply them in your technical career. |
 | Microwins ($17.00 Value) FREE for a Limited TimeDiscover the transformative power of incremental achievements. Microwins: Go Small, Build Momentum, and Tackle the Goals that Actually Matter in Life,by Daron K. Roberts, a former NFL coach turned leadership advisor and author, presents an invigorating approach to achieving your most ambitious goals through the accumulation of small victories. Daron shares his insights on harnessing the power of Microwins-modest, manageable successes that collectively pave the way to significant triumphs. In the book, you’ll: Learn how small victories can lead to monumental success, transforming how you approach your goals in life and work. Unlock the secrets to sustained growth and fulfillment in your personal and professional life with practical, actionable strategies. Break free from the myths and mindsets that limit your potential and redefine your path to achieving your biggest dreams. Roberts expertly guides readers through the process of identifying and accumulating these Microwins, offering a practical playbook for sustained satisfaction, fulfillment, and happiness in various aspects of life. From professional growth to personal health and relationships, this book demonstrates how to achieve long-term goals with bite-sized successes. This insightful guide also tackles the psychological barriers that often hinder progress, providing readers with strategies to enhance self-talk and focus on achievable steps towards their ultimate goals. It’s a must-read for managers, executives, professionals, athletes, and anyone looking to unlock their true potential. Transform your life, one small win at a time. |
 | Productivity Joy ($13.00 Value) Free for a Limited TimeStart your day feeling energised, focused and ready to conquer your goals. What’s holding you back from being your most productive self? Do you often feel like you’re surviving, rather than thriving? If you’re overwhelmed, unfulfilled or burnt out, you need to discoverProductivity Joy. Whether you’re a professional, an entrepreneur, a parent or a student, this step-by-step guide will show you how to embrace a life filled with purpose and passion. InProductivity Joy, psychologist and leadership coach Simi Rayat shares her proven, science-backed 5Q formula – supported by practical solutions and real-world examples – to help you boost your productivity. Inside, you’ll learn how to assess your current emotions, to set goals based on your values and to prioritise in a way that honours your time. All it takes is just 5 minutes a day to create a joy-filled, productive life. Productivity Joywill take you on a journey to: Overcome procrastination and stay focused. Gain energy and foster gratitude. Increase your effectiveness and feel purposeful. Show up as the best version of yourself. Craft your day for maximum impact. To conquer every day, you need to harness your emotions and your focus. This game-changing book offers the key to unlocking your full productivity power, priming you to feel accomplished, energised and intentional each day. |
 | The ChatGPT Revolution ($12.00 Value) FREE for a Limited TimeLearn how to simplify your life with AI in this essential guide — now fully updated and revised, with even more ideas to spark creativity and boost efficiency. The ChatGPT Revolutionis the ultimate quick-start guide to unlocking the power of generative AI. We’re on the edge of an AI revolution … but what does that mean for you? It’s time to get curious about how the latest tech can help you handle your everyday load, at work and at home! Whether you’re overwhelmed by repetitive, time-consuming tasks or you’re simply looking for a fresh injection of creativity, ChatGPT has got your back. With this essential handbook, you’ll learn how quickly and easily apps like ChatGPT can turn your to-do list into a ta-da list. From emails and reports to planning your next meal or vacation, generative AI can help you simplify your daily tasks and responsibilities.The ChatGPT Revolutionshows you exactly how to use this innovative tech to save on time and stress. Sharing practical tips and fun ideas, acclaimed productivity expert Donna McGeorge unpacks everything you need to know. Learn how generative AI is already being used in everyday life – and how tools like ChatGPT are transforming the future of work and life admin. Understand the different tasks that AI tools like ChatGPT, Copilot, and DALL-E can do – and when and how to use these tools most effectively. Get step-by-step advice for writing smart, specific prompts and follow-up queries to produce better results. Discover tips for using ChatGPT on the go, with the mobile app and voice and photo capability. Take control, revitalise your workflows, and overcome procrastination and creative blocks – with entertaining examples and activities for work, home, creative writing, and more. Whether you’re a busy professional or you simply want an answer to the dreaded question ‘What’s for dinner?,’The ChatGPT Revolutionreveals how generative AI can make your life easier. AI technologies are here to stay. This is your invitation to join the revolution. Pick up this book and learn how to harness the power of AI, so you can free up more time and energy for the things that truly matter. |
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