Take your first steps to becoming a fully qualified data analyst by learning how to explore complex datasets Key Features Master each concept through practical exercises and activities Discover various statistical techniques to analyze your data Implement everything you've learned on a real-world case study to uncover valuable insights Book Description Every day, businesses operate around the clock, and a huge amount of data is generated at a rapid pace. This book helps you analyze this data and identify key patterns and behaviors that can help you and your business understand your customers at a deep, fundamental level. SQL for Data Analytics, Third Edition is a great way to get started with data analysis, showing how to effectively sort and process information from raw data, even without any prior experience. You will begin by learning how to form hypotheses and generate descriptive statistics that can provide key insights into your existing data. As you progress, you will learn how to write SQL queries to aggregate, calculate, and combine SQL data from sources outside of your current dataset. You will also discover how to work with advanced data types, like JSON. By exploring advanced techniques, such as geospatial analysis and text analysis, you will be able to understand your business at a deeper level. Finally, the book lets you in on the secret to getting information faster and more effectively by using advanced techniques like profiling and automation. By the end of this book, you will be proficient in the efficient application of SQL techniques in everyday business scenarios and looking at data with the critical eye of analytics professional. What you will learn Use SQL to clean, prepare, and combine different datasets Aggregate basic statistics using GROUP BY clauses Perform advanced statistical calculations using a WINDOW function Import data into a database to combine with other tables Export SQL query results into various sources Analyze special data types in SQL, including geospatial, date/time, and JSON data Optimize queries and automate tasks Think about data problems and find answers using SQL Who this book is for If you're a database engineer looking to transition into analytics or a backend engineer who wants to develop a deeper understanding of production data and gain practical SQL knowledge, you will find this book useful. This book is also ideal for data scientists or business analysts who want to improve their data analytics skills using SQL. Basic familiarity with SQL (such as basic SELECT, WHERE, and GROUP BY clauses) as well as a good understanding of linear algebra, statistics, and PostgreSQL 14 are necessary to make the most of this SQL data analytics book.
What separates the world’s most successful founders, entrepreneurs, and business leaders from the rest? It’s not visionary ideas or superhuman intelligence. It’s something more fundamental: their relationship with uncertainty. Most people are blown off course by unexpected events. Top performers, by contrast, know how to navigate our unpredictable world. Not just that: they know how to thrive in it. You can acquire this essential skill, too. In Mastering Uncertainty, investor and serial entrepreneur Csaba Konkoly and award-winning business author Matt Watkinson reveal the shortcomings of conventional business thinking and the advantages of developing a “probabilistic” mindset that turns uncertainty from a source of fear into an incredible and exciting advantage. They offer superbly practical advice on everything from how to handle setbacks and expand your network, to how to spot business opportunities and shape them into successful, growing businesses. Above all, they show how to think and operate like a great entrepreneur.
Sensory Experiences: Exploring meaning and the senses describes the collective elaboration of a situated cognitive approach with an emphasis on the relations between language and cognition within and across different sensory modalities and practices. This approach, grounded in 40 years of empirical research, is a departure from the analytic, reductive view of human experiences as information processing. The book is structured into two parts. Each author first introduces the situated cognitive approach from their respective sensory domains (vision, audition, olfaction, gustation). The second part is the collective effort to derive methodological guidelines respecting the ecological validity of experimental investigations while formulating operational answers to applied questions (such as the sensory quality of environments and product design). This book will be of interest to students, researchers and practitioners dealing with sensory experiences and anyone who wants to understand and celebrate the cultural diversity of human productions that make life enjoyable!
The background music on a film can make or break the audience experience. Imagine the shower scene in Psycho without the shrieking violins or Jaws without the ominous notes thatportend the shark’s attack! Musical accompaniment helps create atmosphere for the viewer, from subtle undertones to compositions that heighten the drama. In 100 Greatest Film Scores, authors Matt Lawson and Laurence E. MacDonald consider the finest music produced for cinema since the development of motion picture sound. Each entry includes background details about the film, biographical information about the composer, a concise analysis of the score, and a summary of the score’s impact both within the film and on cinematic history. Among the many films cited here are iconic scores for The Adventures of Robin Hood, A Beautiful Mind,The Big Country, Chariots of Fire, Citizen Kane, Edward Scissorhands, Fargo, Gonewith the Wind, The Great Escape, Jurassic Park, King Kong, Lawrence of Arabia, The Lion in Winter, North by Northwest, On the Waterfront, Out of Africa, The Pink Panther, Raiders of the Lost Ark, Vertigo, and Up. Arranged alphabetically and featuring a photo of each movies, the entries in this volume give the reader insight into how music functions across a wide spectrum of film genres. Representing some of the greatest composers in the history of cinema including Elmer Bernstein, Bernard Herrmann, Alfred Newman, John Williams, and Hans Zimmer, 100 Greatest Film Scores will be of interest to fans of movie music everywhere.
The only comprehensive guide to the clinical management of hematologic and lymphatic cancers 4 STAR DOODY'S REVIEW! "This will be an ideal and a must-have book for anyone involved in the daily care of patients with hematologic malignancies. It would be particularly useful for physicians-in-training trying to make sense of the ever more complicated treatment plans for these patients....This is a unique book that provides easily accessible information that would be useful to almost any practicing oncologist or hematologist."--Doody's Review Service Filling an unmet need in the clinical literature, this commanding, just-in-time reference sheds light on the full spectrum of cancers in the blood, bone marrow, and lymphatic system (leukemia, lymphoma, myeloma). Clinical Malignant Hematology is edited by staff members from the renowned Taussig Cancer Center at the Cleveland Clinic, which has pioneered some of the most important clinical discoveries and treatment trends in recent years. Look inside and you'll see a consistent, unified patient management strategy in each chapter, as well as a streamlined three-section format that expertly examines ontogeny and physiology of blood cells, myeloid neoplasia, and lymphoid neoplasia. You'll also find never-before-published perspectives and precise recommendations for dosing and other critical areas that reflect the latest scholarship of this increasingly vital field. Features Full coverage of all treatment modalities --chemotherapy, monoclonal antibodies, and hematopoietic stem cell transplantation Strong background chapters that offer guidance on how to address treatment complications and other supportive care issues A detailed, regimen-based orientation in each chapter Abundance of clinical pictures and photomicrographs displaying examples of peripheral blood smears and bone marrow aspirates Uniform headings and tables in each chapter, which convey specific recommendations on the work-up, staging, diagnosis, differential diagnosis, and treatment of hematologic malignancies Nearly 200 illustrations
Take your first steps to becoming a fully qualified data analyst by learning how to explore complex datasets Key Features Master each concept through practical exercises and activities Discover various statistical techniques to analyze your data Implement everything you've learned on a real-world case study to uncover valuable insights Book Description Every day, businesses operate around the clock, and a huge amount of data is generated at a rapid pace. This book helps you analyze this data and identify key patterns and behaviors that can help you and your business understand your customers at a deep, fundamental level. SQL for Data Analytics, Third Edition is a great way to get started with data analysis, showing how to effectively sort and process information from raw data, even without any prior experience. You will begin by learning how to form hypotheses and generate descriptive statistics that can provide key insights into your existing data. As you progress, you will learn how to write SQL queries to aggregate, calculate, and combine SQL data from sources outside of your current dataset. You will also discover how to work with advanced data types, like JSON. By exploring advanced techniques, such as geospatial analysis and text analysis, you will be able to understand your business at a deeper level. Finally, the book lets you in on the secret to getting information faster and more effectively by using advanced techniques like profiling and automation. By the end of this book, you will be proficient in the efficient application of SQL techniques in everyday business scenarios and looking at data with the critical eye of analytics professional. What you will learn Use SQL to clean, prepare, and combine different datasets Aggregate basic statistics using GROUP BY clauses Perform advanced statistical calculations using a WINDOW function Import data into a database to combine with other tables Export SQL query results into various sources Analyze special data types in SQL, including geospatial, date/time, and JSON data Optimize queries and automate tasks Think about data problems and find answers using SQL Who this book is for If you're a database engineer looking to transition into analytics or a backend engineer who wants to develop a deeper understanding of production data and gain practical SQL knowledge, you will find this book useful. This book is also ideal for data scientists or business analysts who want to improve their data analytics skills using SQL. Basic familiarity with SQL (such as basic SELECT, WHERE, and GROUP BY clauses) as well as a good understanding of linear algebra, statistics, and PostgreSQL 14 are necessary to make the most of this SQL data analytics book.
Take a step-by-step approach to learning SQL data analysis in this interactive workshop that uses fun exercises and activities to make learning data analytics for beginners easy and approachable.Key Features* Explore ways to use SQL for data analytics and gain key insights from your data* Study advanced analytics, such as geospatial and text analytics* Discover ways to integrate your SQL pipelines with other analytics technologiesBook DescriptionEvery day, businesses operate around the clock and a huge amount of data is generated at a rapid pace. Hidden in this data are key patterns and behaviors that can help you and your business understand your customers at a deep, fundamental level. Are you ready to enter the exciting world of data analytics and unlock these useful insights?Written by a team of expert data scientists who have used their data analytics skills to transform businesses of all shapes and sizes, The Applied SQL Data Analytics Workshop is a great way to get started with data analysis, showing you how to effectively sieve and process information from raw data, even without any prior experience.The book begins by showing you how to form hypotheses and generate descriptive statistics that can provide key insights into your existing data. As you progress, you'll learn how to write SQL queries to aggregate, calculate and combine SQL data from sources outside of your current dataset. You'll also discover how to work with different data types, like JSON. By exploring advanced techniques, such as geospatial analysis and text analysis, you'll finally be able to understand your business at a deeper level. Finally, the book lets you in on the secret to getting information faster and more effectively by using advanced techniques like profiling and automation.By the end of The Applied SQL Data Analytics Workshop, you'll have the skills you need to start identifying patterns and unlocking insights in your own data. You will be capable of looking and assessing data with the critical eye of a skilled data analyst.What you will learn* Understand what data analytics is and why it is important* Experiment with data analytics using basic and advanced queries* Interpret data through descriptive statistics and aggregate functions* Export data from external sources using powerful SQL queries* Work with and manipulate data using SQL joins and constraints* Speed up your data analysis workflow by automating tasks and optimizing queriesWho this book is forIf you are a database engineer who is looking to transition into analytics or someone who knows SQL basics but doesn't know how to use it to create business insights, then this book is for you.
A celebration of Jewish men's voices in prayer—to strengthen, to heal, to comfort, to inspire from the ancient world up to our own day. "An extraordinary gathering of men—diverse in their ages, their lives, their convictions—have convened in this collection to offer contemporary, compelling and personal prayers. The words published here are not the recitation of established liturgies, but the direct address of today's Jewish men to ha-Shomea Tefilla, the Ancient One who has always heard, and who remains eager to receive, the prayers of our hearts." —from the Foreword by Rabbi Bradley Shavit Artson, DHL This collection of prayers celebrates the variety of ways Jewish men engage in personal dialogue with God—with words of praise, petition, joy, gratitude, wonder and even anger—from the ancient world up to our own day. Drawn from mystical, traditional, biblical, Talmudic, Hasidic and modern sources, these prayers will help you deepen your relationship with God and help guide your journey of self-discovery, healing and spiritual awareness. Together they provide a powerful and creative expression of Jewish men’s inner lives, and the always revealing, sometimes painful, sometimes joyous—and often even practical—practice that prayer can be. Jewish Men Pray will challenge your preconceived ideas about prayer. It will inspire you to explore new ways of prayerful expression, new paths for finding the sacred in the ordinary and new possibilities for understanding the Jewish relationship with the Divine. This is a book to treasure and to share.
Take your first steps to become a fully qualified data analyst by learning how to explore large relational datasets. Key Features Explore a variety of statistical techniques to analyze your data Integrate your SQL pipelines with other analytics technologies Perform advanced analytics such as geospatial and text analysis Book Description Understanding and finding patterns in data has become one of the most important ways to improve business decisions. If you know the basics of SQL, but don't know how to use it to gain business insights from data, this book is for you. SQL for Data Analytics covers everything you need progress from simply knowing basic SQL to telling stories and identifying trends in data. You'll be able to start exploring your data by identifying patterns and unlocking deeper insights. You'll also gain experience working with different types of data in SQL, including time-series, geospatial, and text data. Finally, you'll understand how to become productive with SQL with the help of profiling and automation to gain insights faster. By the end of the book, you'll able to use SQL in everyday business scenarios efficiently and look at data with the critical eye of analytics professional. What you will learn Use SQL to summarize and identify patterns in data Apply special SQL clauses and functions to generate descriptive statistics Use SQL queries and subqueries to prepare data for analysis Perform advanced statistical calculations using the window function Analyze special data types in SQL, including geospatial data and time data Import and export data using a text file and PostgreSQL Debug queries that won't run Optimize queries to improve their performance for faster results Who this book is for If you're a database engineer looking to transition into analytics, or a backend engineer who wants to develop a deeper understanding of production data, you will find this book useful. This book is also ideal for data scientists or business analysts who want to improve their data analytics skills using SQL. Knowledge of basic SQL and database concepts will aid in understanding the concepts covered in this book.
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