Instructional Video8:34
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Convolutions - Sharpening and Blurring

Higher Ed
From the section: Computer Vision Basics: Part 1. In this section, we’ll cover the basic features of Computer Vision.<b<br/>r/>

Computer Vision Basics: Part 1: [Activity] Convolutions - Sharpening and Blurring
Instructional Video5:32
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : Install Anaconda, OpenCV, Tensorflow, and the Course Materials

Higher Ed
From the section: Environment Setup and Installation. This section will help you to install the required software and set up the development environment for this course.



Environment Setup and Installation: Install Anaconda,...
Instructional Video4:21
Curated Video

routing protocols : Terms: AS, IGPs, EGPs

Higher Ed
From the section: Routing Introduction. In this section, we look into Routed protocols, demonstrations, static routes, dynamic routes, and different types of routing protocols.<b<br/>r/>

Routing Introduction: Terms: AS, IGPs, EGPs
Instructional Video2:22
Curated Video

Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 13

Higher Ed
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:...
Instructional Video14:04
Curated Video

Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 8

Higher Ed
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:...
Instructional Video2:51
Curated Video

Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 7

Higher Ed
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:...
Instructional Video4:05
Curated Video

Modify a data structure : Remove Tail

Higher Ed
From the section: Linked Lists. This section introduces Linked Lists and "Node" constructor functions along with Big O Notation and calculating the runtime of a function<b<br/>r/>

Linked Lists: Remove Tail
Instructional Video13:38
Curated Video

Create a list : The List Contains Challenge

Higher Ed
From the section: Lists. This section focuses on lists and the various functions of the list.<b<br/>r/>

This video presents the List Contains Challenge.
Instructional Video12:27
Curated Video

Implement different search algorithms : BST - Deleting nodes with 2 children

Higher Ed
From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc.<b<br/>r/>

Delete scenario 3 - deleting nodes with both left and right child nodes
Instructional Video5:17
Curated Video

Implement different search algorithms : BST from scratch - Search

Higher Ed
From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc.<b<br/>r/>

Add a search method to the BST class
Instructional Video3:04
Curated Video

Implement a decision tree : Decision Trees

Higher Ed
From the section: Mastering Kaggle Titanic Competition Using Random Forest. The module will cover Random Forest and thus cover decision trees and will encourage the student to make a Kaggle submission and introduce them to the...
Instructional Video1:51
Curated Video

Evaluate a machine learning model : Assignment – Getting Better Test Sample Results by Measuring Model Performance

Higher Ed
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...
Instructional Video2:45
Curated Video

Evaluate a machine learning model : Understanding the Results

Higher Ed
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...
Instructional Video6:48
Packt

Introduction to computer hardware and software : Installing a Graphics Card

Higher Ed
From the section: Display Technologies. In this section, we explore our display options for per our uses. Graphics cards often require special treatment when installing them in terms of power and cooling. In addition, systems need...
Instructional Video3:33
Packt

Evaluate the impact of privacy issues, cyberattacks, and malware on your AI application : The Future of AI Attacks

Higher Ed
From the section: Summary and Future Trends. In this section, you will draw everything together, learn the approach for testing AI solutions, discuss the future of attacks and explore the latest attack examples.



The aim of...
Instructional Video13:10
Packt

Develop an AI system to solve a real-world problem : Training, Testing, and Validation

Higher Ed
From the section: Predicting Sales with Supervised Learning. In this section, learners will use their first machine learning techniques, including Support Vector Machines and Artificial Neural Networks. These techniques will be...
Instructional Video16:25
Curated Video

Create a list : Implementing List Remove

Higher Ed
From the section: Lists. This section focuses on lists and the various functions of the list.<b<br/>r/>

This video demonstrates how to implement the List Remove method.
Instructional Video5:42
Packt

Introduction to computer hardware and software : Troubleshooting Monitors

Higher Ed
From the section: Display Technologies. In this section, we explore our display options for per our uses. The CompTIA A+ exams will challenge you on rather advanced troubleshooting. Whether it’s simple driver configuration or opening the...
Instructional Video7:33
Packt

Introduction to computer hardware and software : Readers and Scanners

Higher Ed
From the section: Essential Peripherals. In this section, we learn more about optical media, USB standard, configure USB’s for keyboard and mIce. A broad cross-section of peripherals scan and read data. From flatbed scanners to barcode...
Instructional Video4:51
Packt

Introduction to computer hardware and software : Chipsets

Higher Ed
From the section: Motherboards. In this section, we look into motherboard features such as Chipsets and how to install. Every CPU has specialty chips (called chipsets) that enable the CPU to interface with expansion slots, peripherals,...
Instructional Video12:53
Curated Video

Describe network protocols : TCP Protocol

Higher Ed
From the section: Programming TCP Clients and Servers In this section, we will learn about how to build TCP Servers and how it works.



In this video, we will get an overview on TCP
protocol.
• Learn how the...
Instructional Video8:59
Packt

Compare the breadth-first and depth-first search algorithms : Recursive DFS

Higher Ed
From the section: Shortest Time Search (Depth First Search). Understand recursive DFS by answering the questions.

• What is recu
rsion
• How DFS can be made
recursive
• How is pro

gram stack...
Instructional Video5:22
Curated Video

Modify a data structure : Remove Head

Higher Ed
From the section: Linked Lists. This section introduces Linked Lists and "Node" constructor functions along with Big O Notation and calculating the runtime of a function<b<br/>r/>

Linked Lists: Remove Head
Instructional Video2:21
Curated Video

Evaluate the impact of an AI application used in the real world. (case study) : Working with X-Ray images: Case Study - Part 1

Higher Ed
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...