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Describe an advanced data structure : The Course Overview
From the section: Doing a Lot with Very Little. In this section, we will explore some problems that look difficult to solve efficiently at first sight. You might think that they require some advanced logic or data structures, but in fact...
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Develop a computer program to solve a problem using a sequence of instructions : If Statements
From the section: JavaScript Basics: Variables and Flow Control. In this section, we’ll learn about the basics of JavaScript. In this video, you’ll learn how to use if statements. These will let you conditionally run JavaScript code.
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Describe cyber attacks that could affect a computer system or network : Creating Reverse Shell with Metasploit
From the section: Attacking a Network. In this section, we will discover the diversity of ways a network can be attacked and demonstrate the attacks with various Kali Linux tools. In this video, we will discover how to set a reverse on...
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Create a computer vision system using decision tree algorithms to solve a real-world problem : Project Solution: Detecting Cars Using SVM - Part #1
From the section: Machine Learning: Part 2. In this section, we’ll cover Bayes Theorem, Naive Bayes, SVM and SVC to classify data. Machine Learning: Part 2: Project Solution: Detecting Cars Using SVM - Part #1
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Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Code to perform Image pyramiding
From the section: Computer Vision Basics: Part 3. In this section, we’ll cover the advanced features of Computer Vision. Computer Vision Basics: Part 3: [Activity] Code to perform Image pyramiding
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Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Detect lane lines in gray scale image
From the section: Computer Vision Basics: Part 1. In this section, we’ll cover the basic features of Computer Vision. Computer Vision Basics: Part 1: [Activity] Detect lane lines in gray scale image
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Describe the applications of artificial intelligence systems : AI vs ML
From the section: An Introduction to Machine Learning. In this section, we are introduced to Machine Learning. We learn about its types and applications. There will an explanation on AI versus ML. An Introduction to Machine Learning: AI...
Packt
Compare the breadth-first and depth-first search algorithms : Stack Data Structure
From the section: Shortest Time Search (Depth First Search). Understand stack data structure by answering the questions. • What is a stack • What are examples of stack • How do stack operations—Insertion and deletion—operate Understand...
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Implement different search algorithms : Introduction to Trees and Binary Search Trees
From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc. An in-depth look at trees, rules surrounding them and a tree known as Binary Search...
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High Performance Scientific Computing with C 4.2: Shared Memory Parallelism with OpenMP
How can we easily use our multi-core systems with more than one thread? • Learn how to parallelize loops with OpenMP • Learn how to change the number of threads • Learn how to use reductions to finalize calculations
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Tips, Tricks, and Techniques for Node.js Development 4.2: Using Behavior-Driven Development
In this video, we will learn the difference between test-driven development (TDD) and behavior-driven development (BDD) and how we can use BDD. • Understand TDD versus BDD • Use mocha to test our code • Execute our code written with BDD...
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Bug Bounty Program Certification 8.3: Find Bug and Hack Database of a Website Using Windows Tools
This video focuses on database attack using Windows tool. • Explore Havij tool • Download and installation of Havij in Windows • Understand Web database penetration using Havij tool in windows
Packt
State the purpose of network hardware : WANs and Routers
From the section: Essentials of Networking. In this section, we learn about WANS, Routers, cables and connectors. Hexadecimal numbering uses a base-16 system that’s very convenient for IT techs. It’s important to look at a hex value and...
Packt
List computer networking media : Broadband Connections
From the section: The Internet. Here, we explore our internet options. In this episode, Mike explores common always-on broadband connections to the Internet. Starting with DSL, the episode looks also at fiber, cable, satellite, and 80...
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Evaluate the impact of an AI application used in the real world. (case study) : Introduction
From the section: CNN-Industry Live Project: Find Medical Abnormalities and Save Life. This section includes a CNN-Industry live project on working with X-Ray images. CNN-Industry Live Project: Find Medical Abnormalities and Save Life:...
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Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 3
From the section: CNN-Industry Live Project: Playing With Real World Natural Images. This section includes a live project of working with flower images. CNN-Industry Live Project: Playing with Real World Natural Images: Working with...
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Evaluate a machine learning model : Improving the Models
From the section: Improving Model Accuracy. We start with reviewing previous day’s assignment by looking at an ideal solution and results. This module takes a pause from introducing any new model and focuses on improving the models and...
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Evaluate a machine learning model : Review of Classifying Images Using Support Vector Machines
From the section: Improving Model Accuracy. We start with reviewing previous day’s assignment by looking at an ideal solution and results. This module takes a pause from introducing any new model and focuses on improving the models and...
Curated Video
Develop a computer program to solve a problem using control structures : For Loops
From the section: Python Crash Course. In this section, the author covers Python and provides a crash course on this. Python Crash Course: For Loops
Packt
Introduction to computer hardware and software : Installing a Motherboard
From the section: Motherboards. In this section, we look into motherboard features such as Chipsets and how to install. Installing a motherboard into a case is part science and part art. The science comes first. The motherboard must...
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Describe the different types of malware that could affect a computer system or network : Ransomware
From the section: Exploring Malware Functionalities. In this section, you learn how the behavior of malware is different in various classes of malware, and such an insight helps you to understand the class of malware while you are...
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Create a computer vision system using decision tree algorithms to solve a real-world problem : Code to build a perceptron for binary classification
From the section: Artificial Neural Networks. In this section, we’ll learn about ANN. Artificial Neural Networks: Code to build a perceptron for binary classification
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Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Code to define the region of interest
From the section: Computer Vision Basics: Part 2. In this section, we’ll explore the some addtiional features of Computer Vision. Computer Vision Basics: Part 2: [Activity] Code to define the region of interest
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Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Convolutions - Sharpening and Blurring
From the section: Computer Vision Basics: Part 1. In this section, we’ll cover the basic features of Computer Vision. Computer Vision Basics: Part 1: [Activity] Convolutions - Sharpening and Blurring