Curated Video
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
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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...
Curated Video
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
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. Computer Vision Basics: Part 1: [Activity] Convolutions - Sharpening and Blurring
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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, OpenCV,...
Curated Video
Learning R for Data Visualization (Video 17)
R is on the rise and showing itself as a powerful option in many software development domains. At its core, R is a statistical programming language that provides impressive tools for data mining and analysis, creating high-level...
Curated Video
Mastering Tableau 2018.1, Second Edition 5.7: Working with Data Labels and the Tooltip
We’ll see data labels and tooltips. • Understand the marks card: data labels and tooltips • Apply labels to data • Apply tooltips to data
Curated Video
Mastering Tableau 2018.1, Second Edition 3.1: Data Preparation and Cleaning Data Sources with Dates and Numbers
In this video, we’ll see how to convert dates and numbers into a usable format. • Understand what clean data is • Select a date using a data source filter • Clean the data
Curated Video
Bug Bounty Program Certification 5.3: Perform Denial of Service Attack on Server
This video will help you understand DOS attack process • Use LOIC tool to perform DOS attack • Attack on other systems in network • Monitor DOS attack using Wireshark
APMonitor
Install Python Modules
Python packages such as numpy, scipy, matplotlib, xlwings, pygame, openCV, and others extend the capabilities of this capable programming language. Installing packages is accomplished with downloadable installer packages or through the...
Programming Electronics Academy
Things to Think About When Choosing a Library: Arduino Course 6.3
A look at different criteria to consider when choosing a code library for Arduino.
Programming Electronics Academy
If with Button: Arduino Course 5.2
Using a button and if statement with Arduino.
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. Routing Introduction: Terms: AS, IGPs, EGPs
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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 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: Working with...
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: Working with...
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: Working with...
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 Linked Lists: Remove Tail
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Create a list : The List Contains Challenge
From the section: Lists. This section focuses on lists and the various functions of the list. This video presents the List Contains Challenge.
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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. Delete scenario 3 - deleting nodes with both left and right child nodes
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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. Add a search method to the BST class
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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 online...
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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 and...