Bridge the gap between business and data science by learning how to interpret machine learning and AI models, manage data teams, and achieve impactful results Key FeaturesMaster the concepts of statistics and ML to interpret models and guide decisionsIdentify valuable AI use cases and manage data science projects from start to finishEmpower top data science teams to solve complex problems and build AI productsPurchase of the print Kind...

This handbook is designed to help candidates preparing for the ASQ Six Sigma Green Belt certification exam. Meant for those who already understand the basic concepts of reducing variation and improving processes, it also serves as a helpful reference to the appropriate materials needed to conduct successful Green Belt projects. The layout of the handbook is mapped to the 2022 version of ASQ’s Body of Knowledge (BoK). This revised edition includes new information about: • SMART goals, key p...

Start transforming your data-driven marketing strategies and increasing customer engagement. Learn how to create compelling marketing content using advanced gen AI techniques and stay in touch with the future AI ML landscape. Purchase of the print or Kindle book includes a free eBook in PDF formatKey FeaturesEnhance customer engagement and personalization through predictive analytics and advanced segmentation techniquesCombine Python programming with th...

This handbook is designed as a reference for ASQ's Certified Quality Process Analyst (CQPA) Body of Knowledge (BoK), providing the essential information needed to prepare for the CQPA examination. The handbook is aimed at quality professionals who, in support of and under the direction of quality engineers or supervisors, analyze and solve quality problems and are involved in quality improvement projects. It's ideal for recent graduates and experienced professionals who want to expand thei...

In "Careers in Information Technology: Data Scientist," readers embark on a comprehensive journey into the dynamic world of data science. Authored by an experienced IT expert, this book serves as a roadmap for aspiring data scientists, offering valuable insights into the roles, responsibilities, and opportunities within the field.The book begins by introducing the fundamental concepts of data science, highlighting its significance in the IT industry and tr...

Introducing Data Analytics and Data Processing Essentials: Unlocking Visualization, SQL, and AI Techniques for Modern Data Science—your comprehensive guide to navigating the fast-paced world of data analytics. Whether you're just starting or looking to elevate your skills, this book provides the essential knowledge and practical tools you need to thrive in today's data-driven industries.Why This Book?This all-in-one resource covers every critical aspect of ...

Machine learning is a fascinating field that has the potential to revolutionize the way we live and work. However, it can be overwhelming for beginners to understand the complex algorithms and concepts involved. This book is designed to make machine learning accessible and easy to understand for anyone who wants to learn.In this book, you will:Learn the fundamental concepts of machine...

"The structure of this book is based on the LSSA Skill set for Lean and Six Sigma Green Belt All of the techniques described in these Skill set will be reviewed in this book. The Lean elements will be discussed in chapter 1 to 6. The Six Sigma elements will be discussed in chapters 7 and 8. This book can be used for two purposes. Firstly, it acts as a guide for Green Belts undertaking a Lean or Six Sigma project following the DMAIC roadmap ('Define - Measure - Analyze - Improve - Control')...

Marketing Database Analytics presents a step-by-step process for understanding and interpreting data in order to gain insights to drive business decisions. One of the core elements of measuring marketing effectiveness is through the collection of appropriate data, but this data is nothing but numbers unless it is analyzed meaningfully.Focusing specifically on quantitative marketing metrics, the book:Covers the full spectrum of marketing analytics, from the in...

This textbook demonstrates the application of recent advancements in data science to address various marketing issues. It provides a unique framework for transforming marketing problems into data science problems, which is a crucial first step that is often overlooked in books that focus solely on data analytical tools. It also emphasizes the intuitive understanding of the analytical tools and data science methodologies, in addition to presenting their limitations and best use cases. Stude...

"Careers in Information Technology: Machine Learning Engineer" offers a comprehensive and insightful exploration into the dynamic and evolving field of machine learning within the realm of Information Technology. Authored by an esteemed IT expert, this book serves as a valuable guide for aspiring professionals, career changers, and anyone intrigued by the intersection of technology and artificial intelligence.The book begins by providing a solid founda...