Practical Programming 6 in 1

Name: Practical Programming 6 in 1 | Python Machine Learning, JavaScript, React 17, And Angular With Typescript
Brand: Pastor Publishing Ltd
Price: 9.49 EUR
Availability: OnlineOnly

Python Machine Learning, JavaScript, React 17, And Angular With Typescript

Richie Miller(Author)

Pastor Publishing Ltd

1st Edition

Published on 11. February 2023

400 pages

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978-1-83938-213-0 (ISBN)

€9.49incl. 7% vat

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Content

Intro
Introduction
Chapter 1 TypeScript, Code Editor & npm Installation
Chapter 2 How to Setup and Run Angular Application
Chapter 3 How to Create an Angular Application Using Angular CLI
Chapter 4 How to Define the Metadata with a Decorator
Chapter 5 How to Create the App Component
Chapter 6 How to Bootstrap App Component
Chapter 7 How to Build Template & Component
Chapter 8 How to Bind with Interpolation
Chapter 9 How to Add Logic with Directives: ngIf
Chapter 10 How to Build Property Binding
Chapter 11 How to Handle Events with Event Binding
Chapter 12 How to Handle Input with Two-way Binding
Chapter 13 How to Transform Data with Pipes
Chapter 14 How to Define Interfaces
Chapter 15 How to Encapsulate Component Styles
Chapter 16 How to Build Custom Pipes
Chapter 17 Filtering and Arrow Functions
Chapter 18 How to Build Nested Components
Chapter 19 How to Build Services
Chapter 20 How to Register the Service
Chapter 21 Observables and Reactive Extensions
Chapter 22 How to Use Observable
Chapter 23 How to Setup an HTTP Request
Chapter 24 Exception Handling
Chapter 25 How to Subscribe to an Observable
Introduction
Chapter 1 Platforms and Libraries
Chapter 2 Regression & Linear Regression
Chapter 3 Polynomial Regression & Lasso Regression
Chapter 4 Ridge Regression & Perceptron Regression
Chapter 5 Classification Algorithms & Logistic Regression
Chapter 6 Naive Bayes & Support Vector Machines
Chapter 7 K Nearest Neighbors
Chapter 8 Decision Trees and Random Forests
Chapter 9 Neural Networks
Chapter 10 Convolutional Neural Networks
Chapter 11 Dimensionality Reduction & Linear Discriminant Analysis
Chapter 12 T Distributed Stochastic Neighbor Embedding
Chapter 13 Clustering Algorithms & K Means
Chapter 14 Gaussian Mixtures & Hierarchical Clustering
Chapter 15 Affinity Propagation & Other Machine Learning Algorithms
Introduction
Chapter 1 How to Steal Data with Cross-site Scripting Attacks
Chapter 2 Cross-site Scripting Sinks
Chapter 3 How to use Automatic Escaping
Chapter 4 Safely Rendering URLs
Chapter 5 Safe Dynamic Content Rendering
Chapter 6 Sanitization with DOMPurify
Chapter 7 Risks of Direct DOM Manipulation Using Refs
Chapter 8 Dynamic Parsing of React Components
Chapter 9 Preventing Code Injection through JSON Data
Chapter 10 Stored and Reflected Cross-site Scripting
Chapter 11 Sanitization of JSON Data
Introduction
Chapter 1 How Browser Execute JavaScript Code
Chapter 2 Exploiting the Vulnerability
Chapter 3 Fixing & Preventing Code Injection Attacks
Chapter 4 Dynamic Code Execution & Unsafe Functions
Chapter 5 Finding Unsafe Code & Exploiting the Vulnerability
Chapter 6 Impact of Code Injection Attacks & Fixing the Code
Chapter 7 Unsafe Code in Third-party Libraries
Chapter 8 Defending against Prototype Pollution
Chapter 9 Finding Prototype Pollution in the Code
Chapter 10 Exploiting the Profile Management
Chapter 11 Security Testing Techniques
Chapter 12 Popular Security Testing Tools for JavaScript
Introduction
Chapter 1 How the Switch Statement Works
Chapter 2 Block-level Scope Issue with Switch Statements
Chapter 3 Using a for/in Loop
Chapter 4 Break and Continue Statements
Chapter 5 Mathematical Operators
Chapter 6 Assignment and Ternary Operators
Chapter 7 Logical Operators
Chapter 8 Short Circuiting & Operator Precedence
Chapter 9 Utilizing JavaScript Exception Handling
Chapter 10 How to Detect the Error Type
Chapter 11 How to Determine JavaScript Variable Data Types
Chapter 12 Helper Functions for the Constructor Property
Chapter 13 Understanding 'this' in JavaScript
Chapter 14 Copy an Array
Chapter 15 Using Spread to Pass Parameters
Chapter 16 Shallow Copy on Object Literals
Introduction
Chapter 1 How to Get the Right Tools
Chapter 2 How to Create Express Server
Chapter 3 How to Retrieve and Search for Data Using REST API Methods
Chapter 4 How to Create a Module
Chapter 5 How to Get a Single Piece of Data
Chapter 6 How to Search for Data
Chapter 7 How to Create POST Endpoint to Insert Data
Chapter 8 How to Create DELETE Endpoint to Delete Data
Chapter 9 How to Create PATCH Endpoint to Patch Data
Chapter 10 How to Handle Exceptions in REST API Methods
Chapter 11 How to Build a Reusable Error Module
Chapter 12 How to Call REST API from an HTML Page
Conclusion
About Richie Miller

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Practical Programming 6 in 1

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