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Curated Video
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.<b<br/>r/>
Computer Vision Basics: Part 1: [Activity] Convolutions - Sharpening and Blurring
Computer Vision Basics: Part 1: [Activity] Convolutions - Sharpening and Blurring
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
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,...
Environment Setup and Installation: Install Anaconda,...
Curated Video
routing protocols : Terms: AS, IGPs, EGPs
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
Routing Introduction: Terms: AS, IGPs, EGPs
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 13
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:...
CNN-Industry Live Project: Playing With Real World Natural Images:...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 8
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:...
CNN-Industry Live Project: Playing with Real World Natural Images:...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 7
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:...
CNN-Industry Live Project: Playing with Real World Natural Images:...
Curated Video
Modify a data structure : Remove Tail
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
Linked Lists: Remove Tail
Curated Video
Create a list : The List Contains Challenge
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.
This video presents the List Contains Challenge.
Curated Video
Implement different search algorithms : BST - Deleting nodes with 2 children
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
Delete scenario 3 - deleting nodes with both left and right child nodes
Curated Video
Implement different search algorithms : BST from scratch - Search
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
Add a search method to the BST class
Curated Video
Implement a decision tree : Decision Trees
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...
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Evaluate a machine learning model : Assignment – Getting Better Test Sample Results by Measuring Model Performance
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...
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Evaluate a machine learning model : Understanding the Results
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...
Packt
Introduction to computer hardware and software : Installing a Graphics Card
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...
Packt
Evaluate the impact of privacy issues, cyberattacks, and malware on your AI application : The Future of AI Attacks
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...
The aim of...
Packt
Develop an AI system to solve a real-world problem : Training, Testing, and Validation
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...
Curated Video
Create a list : Implementing List Remove
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.
This video demonstrates how to implement the List Remove method.
Packt
Introduction to computer hardware and software : Troubleshooting Monitors
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...
Packt
Introduction to computer hardware and software : Readers and Scanners
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...
Packt
Introduction to computer hardware and software : Chipsets
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,...
Curated Video
Describe network protocols : TCP Protocol
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...
In this video, we will get an overview on TCP
protocol.
• Learn how the...
Packt
Compare the breadth-first and depth-first search algorithms : Recursive DFS
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...
• What is recu
rsion
• How DFS can be made
recursive
• How is pro
gram stack...
Curated Video
Modify a data structure : Remove Head
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
Linked Lists: Remove Head
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
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...
CNN-Industry Live Project: Find Medical Abnormalities and...