Microsoft Power BI Quick Start Guide. The ultimate beginner's guide to data modeling, visualization, digital storytelling, and more - Third Edition

Devin Knight, Erin Ostrowsky, Mitchell Pearson, Bradley Schacht

Updated with the latest features and improvements in Power BI, this fast-paced yet comprehensive guide will help you master the core concepts of data visualization quickly. You’ll learn how to install Power BI, design effective data models, and build basic dashboards and visualizations to help you make better business decisions. This new edition will also help you bridge the gap between MS Excel and Power BI.Throughout this book, you’ll learn how to obtain data from a variety of sources and clean it using the Power Query Editor. You’ll also start designing data models to navigate and explore relationships within your data and building DAX formulas to make data easier to work with. Visualizing data is a key element of this book, so there’s an emphasis on helping you get to grips with data visualization styles and enhanced digital storytelling.As you progress, you’ll start building your own dataflows, gain an understanding of the Common Data Model, and automate dataflow refreshes to eradicate data cleaning inefficiency. You’ll learn how to administer your organization's Power BI environment so that deployment can be made seamless, data refreshes can run properly, and security can be fully implemented.By the end of this Power BI book, you’ll know how to get the most out of Power BI for better business intelligence.

Learning Qlik Sense: The Official Guide. Get to grips with the vision of Qlik Sense for next generation business intelligence and data discovery

QlikTech International AB, James Richardson, Christopher Ilacqua, Henric Cronström

Mahara 1.2 E-Portfolios: Beginner's Guide. Create and host educational and professional e-portfolios and personalized learning communities

Richard William Hand, Glenys Gillian Bradbury, Derrin Michael Kent, Margaret Anne Kent, ...

Mahara is a user-centred environment with a permissions framework that enables different views of an e-portfolio to be easily managed. These views helps you display your artefacts – text files, spreadsheets, images, and videos – in a way you choose and to the people you want. You can also create online communities and social networks through groups, blogs, and forums.Being a novice, you will need a quick and easy implementation guide to set up your feature-rich digital portfolio.This book is your step-by-step guide to building an impressive professional e-portfolio using Mahara. It covers the key features of Mahara that will help you set up your customized digital portfolio and display the artefacts in your preferred way allowing contribution from selected users only.This book will introduce to the exciting features of Mahara framework and help you develop a feature-rich e-portfolio for yourself. You will see how easily you can create folders, upload multiple files like journals, project documents, pictures, and videos and share them with your friends. You will learn to set up views of these files, making these visible to your chosen friends only. And then, you will allow people to give their inputs.You will learn to create blogs and forums and get connected to the rest of the world. Customization and administration of your Mahara site will become easy after you have gone through this book. Imagine how good you will feel when you will see your knowledge, success, and ideas going live and available to your chosen audiences for their inputs.

Hands-On Computer Vision with Detectron2. Develop object detection and segmentation models with a code and visualization approach

Van Vung Pham, Tommy Dang

Computer vision is a crucial component of many modern businesses, including automobiles, robotics, and manufacturing, and its market is growing rapidly. This book helps you explore Detectron2, Facebook's next-gen library providing cutting-edge detection and segmentation algorithms. It’s used in research and practical projects at Facebook to support computer vision tasks, and its models can be exported to TorchScript or ONNX for deployment.The book provides you with step-by-step guidance on using existing models in Detectron2 for computer vision tasks (object detection, instance segmentation, key-point detection, semantic detection, and panoptic segmentation). You’ll get to grips with the theories and visualizations of Detectron2’s architecture and learn how each module in Detectron2 works. As you advance, you’ll build your practical skills by working on two real-life projects (preparing data, training models, fine-tuning models, and deployments) for object detection and instance segmentation tasks using Detectron2. Finally, you’ll deploy Detectron2 models into production and develop Detectron2 applications for mobile devices.By the end of this deep learning book, you’ll have gained sound theoretical knowledge and useful hands-on skills to help you solve advanced computer vision tasks using Detectron2.

Effortless App Development with Oracle Visual Builder. Boost productivity by building web and mobile applications efficiently using the drag-and-drop approach

Ankur Jain, Shay Shmeltzer

Organizations are moving their applications, data, and processes to the cloud to reduce application costs, effort, and maintenance. However, adopting new technology poses challenges for developers, solutions architects, and designers due to a lack of knowledge and appropriate practical training resources. This book helps you get to grips with Oracle Visual Builder (VB) and enables you to quickly develop web and mobile applications and deploy them to production without hassle.This book will provide you with a solid understanding of VB so that you can adopt it at a faster pace and start building applications right away. After working with real-time examples to learn about VB, you'll discover how to design, develop, and deploy web and mobile applications quickly. You'll cover all the VB components in-depth, including web and mobile application development, business objects, and service connections. In order to use all these components, you'll also explore best practices, security, and recommendations, which are well explained within the chapters. Finally, this book will help you gain the knowledge you need to enhance the performance of an application before deploying it to production.By the end of this book, you will be able to work independently and deploy your VB applications efficiently and with confidence.

Learn SQL Database Programming. Query and manipulate databases from popular relational database servers using SQL

Josephine Bush

SQL is a powerful querying language that's used to store, manipulate, and retrieve data, and it is one of the most popular languages used by developers to query and analyze data efficiently.If you're looking for a comprehensive introduction to SQL, Learn SQL Database Programming will help you to get up to speed with using SQL to streamline your work in no time. Starting with an overview of relational database management systems, this book will show you how to set up and use MySQL Workbench and design a database using practical examples. You'll also discover how to query and manipulate data with SQL programming using MySQL Workbench. As you advance, you’ll create a database, query single and multiple tables, and modify data using SQL querying. This SQL book covers advanced SQL techniques, including aggregate functions, flow control statements, error handling, and subqueries, and helps you process your data to present your findings. Finally, you’ll implement best practices for writing SQL and designing indexes and tables.By the end of this SQL programming book, you’ll have gained the confidence to use SQL queries to retrieve and manipulate data.

Blender 3D Basics. The complete novice's guide to 3D modeling and animation

Gordon Fisher, Ton Roosendaal

Blender is by far the most popular open source graphics program available. It is a full featured 3D modeling, animation and games development tool used by millions all over the world ñ and it's free! This book is for those looking for an entry into the world of 3D modeling and animation regardless of prior experience.Blender 3D Basics is the entry level book for those without prior experience using 3D tools. It caters for those who may have downloaded Blender in the past but were frustrated by its lack of intuitiveness. Using simple steps it builds, chapter by chapter, into a full foundation in 3D modeling and animation.Using Blender 3D Basics the reader will model a maritime scene complete with boats and water, then add materials, lighting and animation. The book demystifies the Blender interface and explains what each tool does so that you will be left with a thorough understanding of 3D.

Machine Learning for Data Mining. Improve your data mining capabilities with advanced predictive modeling

Jesus Salcedo

Machine learning (ML) combined with data mining can give you amazing results in your data mining work by empowering you with several ways to look at data. This book will help you improve your data mining techniques by using smart modeling techniques.This book will teach you how to implement ML algorithms and techniques in your data mining work. It will enable you to pair the best algorithms with the right tools and processes. You will learn how to identify patterns and make predictions with minimal human intervention. You will build different types of ML models, such as the neural network, the Support Vector Machines (SVMs), and the Decision tree. You will see how all of these models works and what kind of data in the dataset they are suited for. You will learn how to combine the results of different models in order to improve accuracy. Topics such as removing noise and handling errors will give you an added edge in model building and optimization.By the end of this book, you will be able to build predictive models and extract information of interest from the dataset