Packt
Develop an AI system to solve a real-world problem : Small Data and Cross 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 applied...
Packt
Implement a function : Arguments and Parameters
From the section: Python Fundamentals. This section will help you to learn about the Python fundamentals and setup. This video focuses on arguments and parameters in Python.
Curated Video
Create a list : List Get and Set
From the section: Lists. This section focuses on lists and the various functions of the list. This video focuses on list Get and Set methods.
Curated Video
Fix the errors in a computer program or algorithm : Raising Exception
From the section: Errors and Exceptions Handling. In this section, you will learn about Errors and Exception handling in detail. Errors and Exceptions Handling: Raising Exception
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Implement different search algorithms : BST from scratch - Delete demo
From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc. Visualize and understand the process of the delete functionality from a BST
Curated Video
High Performance Scientific Computing with C 1.4: Numerical Integration
How can we calculate integrals with a computer? How can we solve differential equations? • Calculate integrals with the trapezoid and Simpson’s rule • See how the error terms scale with different algorithms • Solve differential equations...
Zach Star
Computer Engineering Careers and Subfields
This video covers various subfields of computer engineering and what careers you can get in those fields. Computer engineering is basically the combination of electrical engineering and computer science, which means a lot of these jobs...
Curated Video
High Performance Scientific Computing with C 3.2: Pipelining and Hardware-Oriented Design
How can we design our programs to take the most advantage of modern CPU design? • Learn about caching • Learn about branch prediction and speculative execution • Stay out of the way of the CPU and compiler!
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Cloud Native Development on Azure with Java 2.5: Build and Deploy a New Azure App Service Instance
In this video, we will create an Azure web application hosted within the Azure App Service. We will configure it such that it will be compatible for hosting our Java Spring Boot application. • Add a new web application • Deploy a default...
Curated Video
Describe cyber attacks that could affect a computer system or network : Advanced-Level Hacking - Scanning Hosts with Python Script
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 consider using Python language in...
Curated Video
Describe cyber attacks that could affect a computer system or network : Types of man-in-the-middle Attack
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 know about what is...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : White-Box Adversarial with Example
From the section: Testing Image Classification.In this section, you will design specific security tests for image recognition systems. Here you will focus on one particular type of AI solution – image classification, and one category of...
Curated Video
Fix the errors in a computer program or algorithm : Try, Except, Else and Finally
From the section: Errors and Exceptions Handling. In this section, you will learn about Errors and Exception handling in detail. Errors and Exceptions Handling: Try, Except, Else and Finally
Packt
Describe a data structure : Constructor Functions and the "this" Keyword
From the section: Introduction to Data Structures and Important Concepts. This section introduces Data Structures and important concepts of DS and explains why they are important Introduction to Data Structures and Important Concepts:...
Packt
Debug a computer program created by someone else : Debugging Your Second Python Program
From the section: Getting Started with Python Development. Setup your development environment, a gentle introduction to Python3. Demonstrate the Python debugger, and PyCharm interface to the debugger mode. • Run our program in the debug...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Detecting Cars Using SVM - Part #2
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: [Activity] Detecting Cars Using SVM - Part #2
Packt
Explain the negative impacts of artificial intelligence systems on society : Adversarial Attacks Metrics and White-Box Adversarial Attacks
From the section: Compare Various Attacks. In this section, you will learn the most important metrics to compare various attacks. Now, you will dive deeper into various adversarial attacks from the white-box category. You will see how...
Curated Video
Describe an advanced data structure : Array Problems Involving Modulos
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...
Curated Video
Java 11 Programming for Beginners 1.4: Running Hello World
This video guides you to use the basic setup from Video 1 and Video 2 to create your first simple Java program. • Write the Hello World Code • Run Hello World in the IDE • Run Hello World from the command line
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Mastering Tableau 2018.1, Second Edition 8.6: Visualize Benford’s Law
In this video, we’ll see how to visualize Benford’s law in Tableau. • Understand what Benford’s law is • Implement Benford’s law in Tableau
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Learning D3.JS 5.0 7.1: Circles in Action
In this video, we will learn what a scatter plot is and when we need it. • Understand the code • Create the SVG element • Create the circles
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Learning D3.JS 5.0 3.1: Creating Polygons and Polylines
In this video, we will learn how to create a polygon/polyline. • Code a polygon • Code a polyline • Understand the difference between polygon and polyline
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Bug Bounty Program Certification 13.6: Certification Exam Practice Questions – Part 5
Exam questions. • Practice questions • Solutions • Explanation of answer
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Predictive Analytics with TensorFlow 8.2: Pooling Layer and Padding Operations
We will have a look at pooling layer and padding operations. • Study the pooling layer • Understand padding operations