“…What You Will Learn Review fundamental concepts including supervised and unsupervised experiences, common tasks, and performance metrics Classify objects (from documents to human faces and flower species) based on some of their features, using a variety of methods from Support Vector Machines to Naïve Bayes Use Decision Trees to explain the main causes of certain phenomena such as passenger survival on the Titanic Evaluate the performance of machine learning systems in common tasks Master algorithms of various levels of complexity and learn how to analyze data at the same time Learn just enough math to think about the connections between various algorithms Customize machine learning algorithms to fit your problem, and learn how to modify them when the situation calls for it Incorporate other packages from the Python ecosystem to munge and visualize your dataset Improve the way you build your models using parallelization techniques In Detail Machine learning, the art of creating applications that learn from experience and data, has been around for many years. …”

“…As you make your way through the book, you'll understand how to manage deployments and perform updates with minimal downtime. In addition to this, you will explore operational aspects of Kubernetes , such as monitoring and logging, later moving on to advanced concepts such as container security and cluster federation. …”

“…Inside the course, you'll learn how to: Set up a Python development environment correctly Gain complete machine learning toolsets to tackle most real-world problems Understand the various regression, classification and other ml algorithms performance metrics such as R-squared, MSE, accuracy, confusion matrix, prevision, recall, etc. and when to use them. …”

“…You'll build your own dashboard by adding different functionalities, perform analyses, and secure your data in Qlik Sense. …”

“…Master replication and data sharding to optimize read/write performance. Design secure and robust applications based on MongoDB. …”

“…By teaming up with a thriving hardware brand, the creators of the NOOK have been able to focus on developing a more competitive device, giving you a better-performing and sleeker user-experience. With the help of this book, you'll get expert guidance on discovering everything this cool new tablet has to offer. …”

“…Learn tools for stress testing network stacks and applications Perform network reconnaissance to determine what’s available to attackers Execute penetration tests using automated exploit tools such as Metasploit Use cracking tools to see if passwords meet complexity requirements Test wireless capabilities by injecting frames and cracking passwords Assess web application vulnerabilities with automated or proxy-based tools Create advanced attack techniques by extending Kali tools or developing your own Use Kali Linux to generate reports once testing is complete…”

“…Five-axis in-body image stabilization provides up to five stops of anti-shake performance so you can hand-hold the camera at slower shutter speeds. …”

“…Stress and burnout are pervasive as many of us do not perform up to our potential. Organizations are not adapting well either. …”

“…Leverage the power of Tensorflow to Create powerful software agents that can self-learn to perform real-world tasks Key Features Explore efficient Reinforcement Learning algorithms and code them using TensorFlow and Python Train Reinforcement Learning agents for problems, ranging from computer games to autonomous driving. …”

“…This is a practical guide to performing simple-to-advanced tasks, to extract hidden insights from the data and use them to make smart business decisions. …”

“…In addition, companies need to develop an Explorer’s Mindset and a Navigator’s Skillset to sustain performance. You’ll discover how to: •Assess where you’re truly making money •Reignite your core products and services to drive growth •Incorporate experimentation as a key way to discover new opportunities •Create an operating model for scale, location, and replication •Identify new markets where you are positioned to win •Understand the fundamentals for executing in a distributed organization This book is an invaluable tool for achieving growth and maintaining a competitive advantage in virtually any business…”

“…Machine Learning with Go will give readers the practical skills to perform the most common machine learning tasks with Go. …”

“…The SAS® Certified Specialist Prep Guide: Base Programming Using SAS® 9.4 prepares you to take the new SAS 9.4 Base Programming -- Performance-Based Exam. This is the official guide by the SAS Global Certification Program. …”

“…Your one-stop guide to learning and implementing Red Team tactics effectively Key Features Target a complex enterprise environment in a Red Team activity Detect threats and respond to them with a real-world cyber-attack simulation Explore advanced penetration testing tools and techniques Book Description Red Teaming is used to enhance security by performing simulated attacks on an organization in order to detect network and system vulnerabilities. …”

“…Coupled with remarkable low-light performance, fast sensor-based phase detect autofocus, and improved 5-axis in-body image stabilization, it gives you all the tools needed to take incredible images. …”

“…Designed from the beginning for high performance, Julia is a general-purpose language ideal for not only numerical analysis and computational science but also web programming and scripting. …”

“…Among the many topics Scholle covers are new Finder features such as Dark Mode, stacks, and Gallery view; system-wide tools like Quick Actions (which let you perform common functions without opening an app), Mojave's enhanced screenshot features, and new capabilities built into Siri; revisions to Apple apps such as the App Store, Mail, and Safari; and features that span macOS and iOS platforms, such as Continuity Camera (using your iPhone's camera to insert a picture on your Mac) and updates to the Dock. …”

“…With Angular, you can achieve high performance using the latest web techniques and extensive integration with web tools and integrated development environments (IDEs). …”

“…C++20 for Programmers is an introductory-through-intermediate-level, tutorial presentation of computer programming in the latest version (C++20) of the C++ programming language, which is popular for developing systems software, embedded systems programming, operating systems, real-time systems, communications systems and other high-performance computer applications. Ideal for anyone who's worked with at least one programming language before, C++20 for Programmers utilizes a proven "early objects" approach, emphasizing program clarity, software reuse, and component-oriented software construction. …”