The Data Science Handbook, 2nd Edition ($60.00 Value) FREE for a Limited Time
Practical, accessible guide to becoming a data scientist, updated to include the latest advances in data science and related fields. Becoming a data scientist is hard. The job focuses on mathematical tools, but also demands fluency with software engineering, understanding of a business situation, and deep understanding of the data itself. This book provides a crash course in data science, combining all the necessary skills into a unified discipline. The focus ofThe Data Science Handbookis on practical applications and the ability to solve real problems, rather than theoretical formalisms that are rarely needed in practice. Among its key points are: An emphasis on software engineering and coding skills, which play a significant role in most real data science problems. Extensive sample code, detailed discussions of important libraries, and a solid grounding in core concepts from computer science (computer architecture, runtime complexity, and programming paradigms). A broad overview of important mathematical tools, including classical techniques in statistics, stochastic modeling, regression, numerical optimization, and more. Extensive tips about the practical realities of working as a data scientist, including understanding related jobs functions, project life cycles, and the varying roles of data science in an organization. Exactly the right amount of theory. A solid conceptual foundation is required for fitting the right model to a business problem, understanding a tool’s limitations, and reasoning about discoveries. Data science is a quickly evolving field, and this 2nd edition has been updated to reflect the latest developments, including the revolution in AI that has come from Large Language Models and the growth of ML Engineering as its own discipline. Much of data science has become a skillset that anybody can have, making this book not only for aspiring data scientists, but also for professionals in other fields who want to use analytics as a force multiplier in their organization.
Microsoft 365 Excel ($14.99 Value) FREE for a Limited Time
Unlock the full potential of Microsoft 365 Excel with this extensive guide, crafted for both beginners and seasoned users alike. Begin by uncovering the foundational reasons behind Excel’s creation and its unmatched significance in the business world. Dive deep into the structure of Excel files, worksheets, and key concepts that underscore the application’s versatility. As you progress, master efficient workflows, keyboard shortcuts, and powerful formulas, making Excel an indispensable tool for solving complex problems. Moving forward, the book will guide you through advanced topics, including logical tests, lookup functions, and the latest features like LET and LAMBDA functions. Gain hands-on experience with data analysis, exploring the full capabilities of standard pivot tables, advanced Power Query, and Power BI. Each chapter builds on the last, ensuring that you gain both practical skills and a deep understanding of Excel’s capabilities, preparing you to confidently tackle even the most challenging data tasks. By the end of this guide, you’ll not only be adept at using Excel but also equipped with strategies to apply Excel’s advanced features to real-world scenarios-whether you’re interested in financial modeling, big data analysis, or simply enhancing efficiency in your day-to-day tasks.
Python Data Cleaning and Preparation Best Practices ($35.99 Value) FREE for a Limited Time
Professionals face several challenges in effectively leveraging data in today’s data-driven world. One of the main challenges is the low quality of data products, often caused by inaccurate, incomplete, or inconsistent data. Another significant challenge is the lack of skills among data professionals to analyze unstructured data, leading to valuable insights being missed that are difficult or impossible to obtain from structured data alone. To help you tackle these challenges, this book will take you on a journey through the upstream data pipeline, which includes the ingestion of data from various sources, the validation and profiling of data for high-quality end tables, and writing data to different sinks. You’ll focus on structured data by performing essential tasks, such as cleaning and encoding datasets and handling missing values and outliers, before learning how to manipulate unstructured data with simple techniques. You’ll also be introduced to a variety of natural language processing techniques, from tokenization to vector models, as well as techniques to structure images, videos, and audio. By the end of this book, you’ll be proficient in data cleaning and preparation techniques for both structured and unstructured data.
Artificial Intelligence For Dummies, 3rd Edition ($18.00 Value) FREE for a Limited Time
Dive into the intelligence that powers artificial intelligence. Artificial intelligence is swiftly moving from a sci-fi future to a modern reality. This edition ofArtificial Intelligence For Dummieskeeps pace with the lighting-fast expansion of AI tools that are overhauling every corner of reality. This book demystifies how artificial intelligence systems operate, giving you a look at the inner workings of AI and explaining the important role of data in creating intelligence. You’ll get a primer on using AI in everyday life, and you’ll also get a glimpse into possible AI-driven futures. What’s next for humanity in the age of AI? How will your job and your life change as AI continue to evolve? How can you take advantage of AI today to make your live easier? This jargon-free Dummies guide answers all your most pressing questions about the world of artificial intelligence. Learn the basics of AI hardware and software, and how intelligence is created from code. Get up to date with the latest AI trends and disruptions across industries. Wrap your mind around what the AI revolution means for humanity, and for you. Discover tips on using generative AI ethically and effectively. Artificial Intelligence For Dummiesis the ideal starting point for anyone seeking a deeper technological understanding of how artificial intelligence works and what promise it holds for the future.
Work Backwards: The Revolutionary Method to Work Smarter and Live Better ($15.00 Value) FREE for a Limited Time
Life-changing guide to a more fulfilling work life, inspired by cultures and companies around the globe. If you’re feeling overworked, disengaged or apprehensive about the future of work or your career path,Work Backwards: The Revolutionary Method to Work Smarter and Live Betteris the perfect guide to question the way you think about your workplace and put yourself on a track to a more fulfilling life. Written by Tim Duggan, media entrepreneur and author, who has helped thousands of individuals create their ideal lives through his renowned workshops, this book takes readers around the world to see how different cultures interact with work, revealing how we can implement new ideas to improve our own approach. In this book, readers will learn: Why reversing your thinking about work can have such an oversized impact using the three things you need to live a fulfilling life right now. How to easily reset your life-work balance to use tools like remote, hybrid and flexible work properly. What leading research says about work and happiness and how to put theory into action. Entertaining, inspiring and highly practical,Work Backwards: The Revolutionary Method to Work Smarter and Live Betterearns a well-deserved spot on the bookshelves of all individuals who are seeking to not just tolerate work, but love what they do.
Busy Is a Four-Letter Word: A Guide to Achieving More by Doing Less ($28.00 Value) FREE for a Limited Time
Busy Is a Four-Letter Word: A Guide to Achieving More by Doing Less ($28.00 Value) FREE for a Limited Time. Using a human centered approach,Busy Is a Four Letter Wordlooks at the essential relationship between living well and leading well, aiming to end the self-gratifying martyrdom of “busy” culture, and working to uncomplicate personal and professional prosperity. By highlighting topics such as real self-care, rest, wellness, and saying “no” as indispensable to success and productivity, the powerful 5 step ReThink Method inBusy Is a Four Letter Wordhelps readers get more out of life while also being more productive in their pursuits. In this book, you’ll learn: How to stop piling on to your to-do list and instead take bite-sized actions that will shift, turn, and restart the next professional or personal season of your life. The idea of “martyritis”: consistently taking actions that leave you feeling overwhelmed, overworked, and underappreciated as your default state of being. How to create your 5 Star wellness plan to help you rethink your work ethic and create new patterns and rituals routines that allow you to get the most out of life and to thrive while doing less. WithBusy Is a Four Letter Wordand Palmer’s highly effective ReThink Method at your fingertips, leaders and team members alike can find ways to get more done by rethinking their approach to work and life.
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