Practical MATLAB Deep Learning
Harness the power of MATLAB for deep-learning challenges. This book provides an introduction to deep learning and using MATLAB's deep-learning toolboxes. You'll see how these toolboxes provide the complete set of functions needed to implement all aspects of deep learning.
Along the way, you'll learn to model complex systems, including the stock market, natural language, and angles-only orbit determination. You'll cover dynamics and control, and integrate deep-learning algorithms and approaches using MATLAB. You'll also apply deep learning to aircraft navigation using images.
Finally, you'll carry out classification of ballet pirouettes using an inertial measurement unit to experiment with MATLAB's hardware capabilities.
Explore deep learning using MATLAB and compare it to algorithms; Write a deep learning function in MATLAB and train it with examples; Use MATLAB toolboxes related to deep learning; Implement tokamak disruption prediction. ...
Raspberry Pi Projects Book, Volume 5
The Raspberry Pi is loved the world over by educators and makers thanks to its tiny size and endless possibilities. Find out why it's loved and how to use it with the latest official Projects Book - we've managed to stuff the fifth edition with another 200 pages of inspiring projects, practical tutorials, and definitive reviews.
Learn all about the latest model: Raspberry Pi 4; Get involved with the amazing Raspberry Pi community; Be inspired by incredible projects made by other people; Learn how to make with your Raspberry Pi with our help; Find out about the top kits and accessories for your Pi projects; And much, much more! ...
Python Machine Learning Projects
As machine learning is increasingly leveraged to find patterns, conduct analysis, and make decisions - sometimes without final input from humans who may be impacted by these findings - it is crucial to invest in bringing more stakeholders into the fold. This book of Python projects in machine learning tries to do just that: to equip the developers of today and tomorrow with tools they can use to better understand, evaluate, and shape machine learning to help ensure that it is serving us all.
This book will set you up with a Python programming environment if you don't have one already, then provide you with a conceptual understanding of machine learning in the chapter "An Introduction to Machine Learning." What follows next are three Python machine learning projects. They will help you create a machine learning classifier, build a neural network to recognize handwritten digits, and give you a background in deep reinforcement learning through building a bot for Atari. ...
Real-World Software Development
Explore the latest Java-based software development techniques and methodologies through the project-based approach in this practical guide. Unlike books that use abstract examples and lots of theory, Real-World Software Development shows you how to develop several relevant projects while learning best practices along the way.
With this engaging approach, junior developers capable of writing basic Java code will learn about state-of-the-art software development practices for building modern, robust and maintainable Java software. You'll work with many different software development topics that are often excluded from software develop how-to references.
Featuring real-world examples, this book teaches you techniques and methodologies for functional programming, automated testing, security, architecture, and distributed systems. ...
Raspberry Pi Projects for Kids
The Raspberry Pi is an inexpensive, pocket-sized computer that will help you build and code your own hardware projects.
Raspberry Pi Projects for Kids will show you how to harness the power of the Raspberry Pi to create 12 cool projects using simple code and common materials like a webcam, microphone, and LED lights. Step-by-step instructions and detailed diagrams guide you through each project.
After a brief introduction to the Python programming language, you'll learn how to: Create an LED night-light that turns itself on and off; Set up a Raspberry Pi camera to take selfies and videos; Set up a webcam to stream video to your cell phone; Manipulate environments in Minecraft; Hijack local radio waves to play your own songs and recordings; Configure Raspberry Pi to send texts to a cell phone; Track your family members locations via wi-fi and Bluetooth; Create an MP3 player; Set up a camera to take motion-triggered photos of wildlife; Control the electronics in your home with your ...
Agile Project Management with Azure DevOps
Roll up your sleeves and jump into Agile project management to use and customize Microsoft Azure DevOps. Organizations adopt Agile practices because they are a key enabler to run better projects, get more successful end results, and achieve an overall higher quality output. To benefit the most from Agile, you need an Application Life Cycle Management (ALM) or DevOps toolset that supports your style and work environment.
Agile Project Management with Azure DevOps teaches you how to use Azure DevOps to implement many Agile practices such as SAFe, Scrum, and Kanban, and it shows you how they fit into a well-planned Agile implementation. Agile product owners will learn how to work with Azure DevOps to set up a project from scratch, and to continue using Azure DevOps throughout.
Keeping track of progress is important in any project. Author Joachim Rossberg teaches you about the tools in Azure DevOps that can help you track progress and key metrics, including tho ...
Python Crash Course, 2nd Edition
This is the 2nd edition of the best selling Python book in the world. Python Crash Course, 2nd Edition is a straightforward introduction to the core of Python programming. Author Eric Matthes dispenses with the sort of tedious, unnecessary information that can get in the way of learning how to program, choosing instead to provide a foundation in general programming concepts, Python fundamentals, and problem solving. Three real-world projects in the second part of the book allow readers to apply their knowledge in useful ways.
Readers will learn how to create a simple video game, use data visualization techniques to make graphs and charts, and build and deploy an interactive web application. Python Crash Course, 2nd Edition teaches beginners the essentials of Python quickly so that they can build practical programs and develop powerful programming techniques. ...
Micro:bit for Mad Scientists
The BBC micro:bit is a tiny, inexpensive, and surprisingly powerful computer that you can use to build cool things and experiment with code. The 30 simple projects and experiments in this book will show you how to use the micro:bit to build a secret science lab - complete with robots, door alarms, lie detectors, and more - as you learn basic coding and electronics skills.
Here are just some of the projects you'll build: A light-controlled guitar you can play just by waving your hand; A working lie detector; A self-watering plant care system; A two-wheeled robot; A talking robotic head with moving eyes; A door alarm made with magnets.
Learn to code like a Mad Scientist! ...
Microsoft Project 2019 Step by Step
This is learning made easy. Get more done quickly with Microsoft Project 2019. Jump in wherever you need answers - brisk lessons and informative screenshots show you exactly what to do, step by step. Other Project users will want to grab this book as well.
Quickly start new plans, build task lists, and assign resources; View resource capacity and track progress; Capture and fine-tune work and cost details; Visualize schedules with Gantt charts and other views and reports; Consolidate projects, and share resources across plans; Manage modern Agile projects (James Mills, Jr., contributor); Customize Project to maximize your efficiency; Leverage improvements to task linking, timelines, and accessibility; Master PM best practices while you learn Project; Look up just the tasks and lessons you need. ...
Extend the range of your Arduino skills, incorporate the new developments in both hardware and software, and understand how the electronic applications function in everyday life. This project-based book extends the Arduino Uno starter kits and increases knowledge of microcontrollers in electronic applications.
Learn how to build complex Arduino projects, break them down into smaller ones, and then enhance them, thereby broadening your understanding of each topic.You'll use the Arduino Uno in a range of applications such as a blinking LED, route mapping with a mobile GPS system, and uploading information to the internet.
You'll also apply the Arduino Uno to sensors, collecting and displaying information, Bluetooth and wireless communications, digital image captures, route tracking with GPS, controlling motors, color and sound, building robots, and internet access. With Arduino Applied, prior knowledge of electronics is not required, as each topic is described and illustrated with ...
Practical Django 2 and Channels 2
Learn how to rapidly build your own ecommerce site by applying Django's battle-tested components. This book demonstrates Django's features and conventions to help you develop modern web applications quickly. You'll adopt a "learn by doing" approach and gain a deeper understanding Django by working through a project in which the real-time component will be critical.
The book starts with the basics and explains the difference between a Django project and a Django app, the most important settings, how to change them, and the fundamentals of packaging. You'll then be introduced to all the standard tools of Django, along with a sample project. The book then moves on to Channels, a recent addition to the Django ecosystem. It extends the framework with support for real-time operations such as Websockets and other asynchronous features.
Practical Django 2 and Channels 2 provides the practical concepts needed to create complex, database-driven websites as easily as possible ...