Curated Video
Describe an advanced data structure : Optimizing the Sieve of Eratosthenes
From the section: More Complex Algorithms on Arrays. In this section, we will deal with even more complex problems involving arrays. They will require more complex logic or data structures to solve, or a clever way of applying more than...
Curated Video
Implement arithmetic operations in a computer program : Operators: Arithmetic, Assignment
From the section: Operators in Python. This section is about Operators in Python. Operators in Python: Operators: Arithmetic, Assignment
Curated Video
Describe computer programming : Coding In a nutshell
From the section: Coding in a nutshell. This section will help to answer some common beginner questions related to coding. Coding in a nutshell: Coding In a nutshell • Understand the process of Python decisions making • Understand about...
APMonitor
Nonlinear Regression in Microsoft Excel
A three parameter (a,b,c) model y = a + b/x + c ln(x) is fit to a set of data with the Excel solver add-in. This tutorial walks through the process of installing the solver, setting up the objective (normalized sum of squared errors),...
Packt
Evaluate the positive impacts of mobile computing on society : Most Common AI Solutions and Threats
From the section: Build a Threat Model and Learn Different Attacks on AI. In this section, you will create a high-level threat model for AI solution to choose the right priorities against various threats. The aim of this video is to give...
Curated Video
Describe an advanced data structure : Find the Factorial with a Given Number of Zeros
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...
Pitsco Education
Code Cube Lesson 1: Turning on the Lights
In this lesson, you will learn how to make your Code Cube display an image.
Curated Video
Predictive Analytics with TensorFlow 11.2: Developing a Multiarmed Bandit's Predictive Model
One of the simplest RL problems is called n-armed bandits. The thing is there are n-many slot machines but each has different fixed payout probability. The goal is to maximize the profit by always choosing the machine with the best...
Curated Video
Predictive Analytics with TensorFlow 10.3: Improved Factorization Machines for Predictive Analytics
In this video, we will see Neural factorization machines is used to for making predictions under sparse settings by seamlessly combining the linearity of FM and the non-linearity of the neural network. • Understand neural factorization...
Curated Video
Design test cases to verify a computer program : Testing Classes
From the section: Unit Testing with Python. In this section, you will learn about unit testing using Python. This video explains how to test classes in Python.
Curated Video
Implement arithmetic operations in a computer program : Arithmetic Operators
From the section: Basics. In this section, we look into comments, variables and its types, list, tuples, dictionary, various operators, and loops in details. An arithmetic operator is a mathematical function that takes two operands and...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : What is computer vision and why is it important?
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: What is computer vision and why is it important?
Curated Video
Explain web security : Basic Terminologies
From the section: First Steps. In this section, the viewer will be introduced to the course with a look at the course in general, have a look at some of the operating systems used in this course, and begin to understand basic...
APMonitor
Set axis limits with Matplotlib in Python
Setting axis limits, adding a legend, configuring marker size, and other custom configurations are effective ways to improve the readability of a plot in Python.
Curated Video
Learning R for Data Visualization (Video 24)
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
Introduction to Coding: The Language of Computers
Coding is the language that powers the technology around us. It's the set of instructions that computers follow to perform their functions. From smartphones and computers to cars and microwaves, code is what makes these devices work.
Packt
Use different data types : Data Types
From the section: Jumping In. This section will cover topics such as syntax, variables, data types, strings, and many more. Jumping In: Data Types
Curated Video
Discuss the importance of data : Evaluating model performance in Python
From the section: Simple Decision trees. In this section, we will start with the basic theory of decision tree then we cover data pre-processing topics like missing value imputation, variable transformation and Test-Train split. In the...
Pitsco Education
Code Cube Lesson 5: Sound Off
In this lesson, you will learn how to make your Code Cube display different images with sounds.
Packt
Evaluate the impact of privacy issues, cyberattacks, and malware on your AI application : Introduction to Various Defense Approaches to Adversarial Attacks
From the section: Choosing the Right Defense. In this section, you will deploy the right defense methods to protect AI systems from attacks by comparing their efficiency. The aim of this video is to give an overview of different defense...
Curated Video
Describe the different types of malware that could affect a computer system or network : Rootkits
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
Describe a neural network : Multi-class Classification Using Neural Networks with caret
From the section: Introduction to Artificial Neural Networks (ANN). This section introduces Artificial Neural Networks. You will learn about Neural Network for Binary Classifications, Neural Network with PCA for Binary Classifications,...
Programming Electronics Academy
Data Types in Ardiuno: Arduino Course 3.4
A description of Arduino, C, C++ data types that are used in programming Arduino.
Curated Video
Predictive Analytics with TensorFlow 8.4: CNN-based Predictive Model for Sentiment Analysis
This video will try to see if we can use CNN for such a use case and experience much better accuracy. Well, the motivation here is that we know CNN is mostly suitable for handling image recognition, classification, or pattern...