Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Python Basics: Functions and Boolean Operations
From the section: Python Crash Course [Optional]. In this section, we’ll continue diving into Python data structures with tuples and dictionaries, functions, Boolean Operations and Loops, and libraries like Pandas, MatPlotLib and Seaborn...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Introduction to Machine Learning Tasks
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 give an overview of machine learning tasks. This...
Curated Video
Tips, Tricks, and Techniques for Node.js Development 6.2: Code Documentation
In this video, we will learn how to generate code documentation in Node.js. • Configure jsdoc • Write code documentation • Explore the generated documentation
Mediacorp
When Social Media Backlash Goes Too Far
This video discusses the consequences of online vigilantism, using a real-life case of an Australian man working in Singapore who made controversial comments on Facebook. The video explores how his comments sparked a social media battle,...
Mediacorp
Online Vigilantism: The Power and Consequences of Digital Detectives
This video explores the phenomenon of online vigilantism, showcasing examples from China and Canada. It highlights the power of social media in exposing and addressing various issues, such as corruption, animal abuse, and consumer fraud....
Packt
Explain the privacy issues raised by artificial intelligence systems : Poisoning Attacks, Privacy, and Backdoor Attacks Theory
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 show...
Packt
Evaluate the impact of privacy issues, cyberattacks, and malware on your AI application : Testing Practical Defense from Adversarial Training Category
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 show practical example of defense from...
Curated Video
Describe computer programming : Lists
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: Lists
Curated Video
Describe a neural network : Neural Network for Image Type Data
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,...
Zach Star
Should I Get a College Minor (or Double Major)
Getting a college minor or double major is rarely required, however having one can only help your resume. Many students have interests in multiple subjects and want to know if it's worth it to do a double major or even just go for a...
Curated Video
Python for Network Forensics 4.2: Capturing Linux Memory
In this video, we will capture images of volatile memory on Linux systems. We will also learn to use the Python-based LiMEaide to ease memory capture, especially in remote environments. • Begin to understand how LiMEaide acquires memory...
Curated Video
Predictive Analytics with TensorFlow 8.6: CNN Predictive Model for Image Classification
This video will develop a CNN predictive model for image classification. • Create the CNN model • Evaluate the model • Make the predictive
Curated Video
Discuss the importance of data : Missing value treatment 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
Discuss the importance of data : The Data set for the Course
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
Fix the errors in a computer program or algorithm : Exceptions Handling
From the section: Errors and Exceptions Handling. In this section, you will learn about Errors and Exception handling in detail. Errors and Exceptions Handling: Exceptions Handling
Curated Video
Implement different search algorithms : BST from scratch - In-order traversal
From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc. Build the in-order traversal method so nodes can be displayed in order based on the...
Packt
Introduction to computer hardware and software : Boot Order
From the section: Mass Storage Technologies. In this section, we cover topics related to Mass storage. Today’s computers often use multiple mass storage devices. It’s critical that the system boots from the right device. Boot order is...
Zach Star
How to Take Your Introductory Engineering Classes Right From Your Computer
For those who are looking to get a head start on their engineering pre-req classes or are currently having trouble, this video will provide you with resources you can easily find for free.
Curated Video
Create a machine learning model of a real-life process or object : Analyzing the Airbnb Dataset and Making a Plan
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
Describe computer programming : Functions
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: Functions
Packt
Use variables to modify data : Intro to Data Types
From the section: Beginners Python. This section is about Installing Python, Python 3 vs Python 2, Variables, Strings etc. Beginners Python: Intro to Data Types
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with X-Ray images: Case Study - Part 5
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 Save Life:...
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with Flower Images: Case Study - Part 14
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 : Importing Data 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...