Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Practical Example of Classification Attacks for MNIST Adversarial Challenge
From the section: Security Test Using Adversarial Attack. In this section, you will test any AI system against the latest attacks with the help of simple tools. The aim of this video is to provide practical experience in attacking a...
Curated Video
Explain web security : The Course Overview
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...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 5
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
Discuss the importance of data : Plotting decision tree 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...
Curated Video
Test a computer program or algorithm : Built-in Errors in Python
From the section: Errors in Python. This section introduces you to errors in Python. This video explains the built-in errors in Python.
Curated Video
Call a function : List Methods
From the section: Data Operations. In this section, you will learn about the different types of operators used in Python. This section will teach you the building blocks for any kind of operations in Python. Data Operations: List Methods
Curated Video
Implement logical operations in a computer program : Exploring Logical Operators – Part 1
From the section: Introduction to Decision Statements and Control Flow. In this section, you will be introduced to Java's decision statements and control flow constructs. This will include getting to know the Java keywords of if if/else,...
Curated Video
Implement a computer program using a classic algorithm : Recursion mini-project 3 - Fibonacci series
From the section: Algorithms - Sort, performance, complexity and big O notation. This section is about Algorithms – sort, performance, complexity and big O notation. Understand, break down and implement a recursive fibonacci function
Curated Video
Evaluate two sorting or two search algorithms : Bubble sort demonstration and complexity analysis
From the section: Algorithms - Sort, performance, complexity and big O notation. This section is about Algorithms – sort, performance, complexity and big O notation. Visual presentation and complexity analysis of the bubble sort algorithm
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Two and Multi-layer Perceptron ANN
From the section: Artificial Neural Networks. In this section, we’ll learn about ANN. Artificial Neural Networks: Two and Multi-layer Perceptron ANN
Curated Video
Compare different types of data structures : Treaps
From the section: Tree-Based Data Structures. In this section, we will go over a few robust tree-based data structures, that are indispensable for efficiently solving various query-related problems. In this video, we cover an efficient...
Curated Video
Compare different types of data structures : Segment Trees with Lazy Updates
From the section: Tree-Based Data Structures. In this section, we will go over a few robust tree-based data structures, that are indispensable for efficiently solving various query-related problems. This video continues exploring the...
APMonitor
Python Import Online Data and Analyze
There are many online sources of data. Python is capable to access, parse, and display data from databases, data streams, or other sources. The Internet of Things (IoT) depends on devices and programs (such as Python) communicating with...
Programming Electronics Academy
analogRead in Ardiuno: Arduino Course 4.11
Using analogRead() to read analog inputs with Arduino.
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Bayes Theorem and Naive Bayes
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: Bayes Theorem and Naive Bayes
Curated Video
Python for Network Forensics 3.5: Reading the Journal
In this video, we will continue our experimentation with reading and parsing system logs. • Further interact with the Systemd journal • Use our Python skills to effectively parse information regarding system events • Narrow down events...
Curated Video
High Performance Scientific Computing with C 1.1: The Course Overview
This video will give you an overview about the course.
Curated Video
Cloud Native Development on Azure with Java 2.1: Build a Spring Boot Java Application and Provide CRUD Functionality for a To-Do List
This video will walk you through a few quick steps to create a simple To-Do application capable of tracking your upcoming tasks. You can add new tasks to the application, and when you are done with a particular task, you can mark it as...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 11
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
Create a machine learning model of a real-life process or object : Adding More Metrics to Gain a Better Understanding
From the section: Regression Task Airbnb Prices in New York. We will use a real-world Airbnb dataset that contains data about New York properties for rent in 2019 on Airbnb, including their price. It is a simple dataset and makes a good...
Curated Video
Design test cases to verify a computer program : Writing a Printer Class for Testing
From the section: Unit Testing with Python. In this section, you will learn about unit testing using Python. This video demonstrates how to write a printer class for testing in Python.
Curated Video
Evaluate two sorting or two search algorithms : Bisection/Binary search - Iterative implementation
From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc. Build the binary search function using iteratively
Curated Video
Describe computer programming : Loops
From the section: Common Coding Concepts.This section will cover common coding concepts such as Scratch setup, bugs, pseudocode, decomposition, commenting and many more. Common Coding Concepts: Loops
Packt
Create visual representations of data that models real-world phenomena or processes : Line Charts
From the section: Data Visualization. In this section you will learn about data visualization, matplotlib library, bar charts, line charts and scatter plots. There’s also an activity for data visualization. Data Visualization: Line Charts