“…Full of engaging practical exercises, The Statistics and Calculus with Python Workshop will show you how to apply your understanding of advanced mathematics in the context of Python. The book begins by giving you a high-level overview of the libraries you'll use while performing statistics with Python. …”

“…This deep learning book begins by introducing you to a variety of tools and libraries available in Go. …”

“…The Machine Learning Workshop begins by demonstrating how unsupervised and supervised learning algorithms work by analyzing a real-world dataset of wholesale customers. …”

“…Topics include: Module 1: Cybersecurity Fundamentals Module 2: Software Defined Networking Security and Network Programmability Module 3: AAA, Identity Management, Network Visibility, and Segmentation Module 4: Infrastructure Security, Firewalls, and Intrusion Prevention Systems Module 5: Virtual Private Networks (VPNs) Module 6: Securing the Cloud and Content Security Module 7: Endpoint Security and Cisco Threat Response About the Instructor Omar Santos is the author of more than 20 books and video courses; numerous white papers, articles, and security configuration guidelines and best practices. …”

“…This book uses Python libraries to help you understand the math required to build deep learning (DL) models. You'll begin by learning about core mathematical and modern computational techniques used to design and implement DL algorithms. …”

Tabla de Contenidos: “…Terraform Cookbook: Efficiently define, launch, and manage Infrastructure as Code across various cloud platforms…”

“…Key Features Explore the depths of data science, from data collection through to visualization Learn pandas, scikit-learn, and Matplotlib in detail Study various data science algorithms using real-world datasets Book Description Data Science with Python begins by introducing you to data science and teaches you to install the packages you need to create a data science coding environment. …”

“…This cookbook discusses practical solutions to the most common problems related to safeguarding infrastructure, covering services and features within AWS that can help you implement security models such as the CIA triad (confidentiality, integrity, and availability), and the AAA triad (authentication, authorization, and availability), along with non-repudiation. The book begins with IAM and S3 policies and later gets you up to speed with data security, application security, monitoring, and compliance. …”

“…Kevin currently produces video courses and writes books for Cisco Press/Pearson IT Certification (http://kwtrain.com/books), and he lives in central Kentucky with his wife (Vivian) and two daughters (Stacie and Sabrina). …”

“…About the Instructors Ian Stokes-Rees , a computational scientist at Continuum Analytics, has been with the company since the beginning and was the team lead for the Collaboration component of Anaconda Enterprise. …”

“…A special point will be made of sorting out the relationship between policy and reachability, and where they can best be managed in a large scale network. This video begins with an examination of basic network design principles, including an examination of modularization, hierarchy, summarization, aggregation, and resilience. …”

“…In Moving to Microservices LiveLessons, Maria Gomez, a lead consultant at Thoughtworks, introduces considerations and best practices for moving to microservices. Gomez first defines the prerequisites for moving into a microservice architecture. …”

“…Description In this video training, David Beazley covers the essential features of Python programming through a series of practical programming examples. David assumes you are a programmer, familiar with central programming concepts such as control flow, functions, and data structures. …”

“…Style and approach Each chapter begins with the basic conceptual know-how for a subsystem and extends into the details of its implementation. …”

“…Developers can apply their knowledge of computational thinking to solve problems in multiple areas, including economics, mathematics, and artificial intelligence. This book begins by helping you get to grips with decomposition, pattern recognition, pattern generalization and abstraction, and algorithm design, along with teaching you how to apply these elements practically while designing solutions for challenging problems. …”

“…Work more efficiently: Customize your environment, utilize built-in and custom templates, speed up your work with autocomplete, autofill, and text substitution, make custom templates, use table styles, paragraph styles, and define a default text box. Use formulas and functions: Find out about formula-building basics, cell references, and functions and arguments. …”

“…Create Swift Code in a Playground Create Swift Code in a REPL Assign Constants and Variables Find the Minimum and Maximum Ranges of Integers Find the Properties and Methods on Data Types Use Unary Operators Use Binary Operators Use Logical Operators Create and Access Data in an Array Remove Items from an Array Perform Actions on Sets Use if Statements in Practice Use switch Statements to Grade Papers Create and Unwrap Optional Values Conditionally Unwrap with Nil Coalescing Unwrap Multiple Optional Values Use a Repeat-While Loop to Compare Values Iterate Through Arrays with For-In Loops Create a Function to Return Mean, Median, Mode Exit Early from Functions Perform a Function on Each Member of an Array Rewrite the median Function Add an Instance Method to a Struct Define a Class with Properties and Methods Override an Instance Method Prevent Overriding a Superclass Method Create an Enum with Raw Values and Shorthand Syntax Add Instance Methods to Enums Use Initializers to Set Default and Custom Values Implement Initialization Chaining Provide a Custom Setter Override a Property and Create Custom Accessors Use Type Properties and Type Methods Use Subscripts to Help a Teacher Grade Papers Faster Determine an Instance's Type Use Initializers and Deinitializers Resolve Strong Reference Cycles with Weak References Use Closure Capture Lists to Resolve Reference Cycles in Closures Implement Class Inheritance and Multiple Protocol Inheritance Use Protocols for Delegation Extend the String Type to Add Subscripts Add Custom Initializers with Extensions Extend Int to Adopt and Conform to a Protocol Use Optional Chaining with Subscripts Use Optional Chaining to Call Instance Methods Create a Generic Function to Return a Unique Array Create a Queue Type to Store Unique Values Override Default Protocol Implementations Convert Sequences from Protocol Types to Concrete Types Catch Errors from a Throwing Function Defer Delegate Execution Introduce an Objective-C Project Add a Swift File to an Objective-C Project Extend an Objective-C Class with Swift Create and Iterate with map and forEach Chain Together flatMap Functions to Create URLs Create and Overload Operators…”

“…Miller, leader of Northwestern University’s pioneering program in predictive analytics, guides you through defining problems, identifying data, crafting and optimizing models, writing effective R and Python code, interpreting your results, and more. …”

Tabla de Contenidos: “…Sentiment Analysis -- 10. Time Series Forecasting with RNNs…”

“…The advantage of Azure ML is that it provides a UI-based interface and pre-defined algorithms that can be used to create a training model. …”