Instructional Video10:53
Crash Course

Computer Engineering & the End of Moore's Law: Crash Course Engineering #35

12th - Higher Ed
This week we’re exploring a field of engineering that is essential to how you’re watching this video: computers and computer engineering. We’ll explain differences between hardware and software, how engineers are working on making...
Instructional Video8:36
Curated Video

Becoming a Cyber Security Professional - A Beginner's Career Guide - Path 1 - College Student

Higher Ed
Here, we will understand the career options for the freshly graduated or yet to graduate student interested in this field.
Instructional Video2:08
Curated Video

Inside the Computer: Exploring Key Components and How They Work

12th - Higher Ed
This video provides a basic overview of the key components inside a computer, such as the motherboard, CPU, RAM, hard drive, and power supply unit. It explains their functions and how they work together to make a computer operate. The...
Instructional Video4:43
Curated Video

Why Are Programmers So Unhappy?

12th - Higher Ed
An analysis of the 2024 StackOverflow survey results where only 20% of programmers reported being happy at their software engineering jobs. Let's look at 6 reasons why professional developers become unhappy at work. Topics Covered:...
Instructional Video9:42
Curated Video

Evaluate the accuracy of an artificial intelligence system : Pointers on Evaluating the Accuracy of Classification Modelling

Higher Ed
From the section: Supervised Learning: Classification. In this section, the author talks about kNN- Classification, Naive Bayes Classification, SVM- Linear and Non-Linear Classification and also Gradient Boosting Machine...
Instructional Video1:34
Curated Video

Discuss the importance of data : Advantages and Disadvantages of Decision Trees

Higher Ed
From the section: Simple Classification Tree. This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python.



Simple...
Instructional Video13:05
Curated Video

Create a machine learning model of a real-life process or object : Implementing a Simple Linear Regression Algorithm

Higher Ed
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...
Instructional Video25:46
Curated Video

Describe the applications of artificial intelligence systems : Types and Applications of ML

Higher Ed
From the section: An Introduction to Machine Learning. In this section, we are introduced to Machine Learning. We learn about its types and applications. There will an explanation on AI versus ML.



An Introduction to Machine...
Instructional Video5:59
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Linear Regression in Action

Higher Ed
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold...
Instructional Video8:55
Curated Video

Create a machine learning model of a real-life process or object : Getting Started with TensorFlow 2.0

Higher Ed
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...
Instructional Video17:05
Curated Video

Describe the applications of artificial intelligence systems : Essential Math for ML and AI

Higher Ed
From the section: An Introduction to Machine Learning. In this section, we are introduced to Machine Learning. We learn about its types and applications. There will an explanation on AI versus ML.



An Introduction to Machine...
Instructional Video13:14
Curated Video

Discuss the importance of data : Classification tree in Python: Training

Higher Ed
From the section: Simple Classification Tree. This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python.



Simple...
Instructional Video8:25
Curated Video

Discuss the importance of data : Classification tree in Python: Preprocessing

Higher Ed
From the section: Simple Classification Tree. This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python.



Simple...
Instructional Video11:39
Curated Video

Create a machine learning model of a real-life process or object : Implementing a Multi Layer Perceptron (Artificial Neural Network)

Higher Ed
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...
Instructional Video7:04
Curated Video

Describe a neural network : Neural Network for Multiclass Classifications

Higher Ed
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...
Instructional Video3:04
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : Logistic Regression

Higher Ed
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold...
Instructional Video9:32
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Logistic Regression In Action

Higher Ed
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold...
Instructional Video10:53
Curated Video

Describe the applications of artificial intelligence systems : What is Machine Learning?

Higher Ed
From the section: An Introduction to Machine Learning. In this section, we are introduced to Machine Learning. We learn about its types and applications. There will an explanation on AI versus ML. An Introduction to Machine Learning:...
Instructional Video8:59
Curated Video

Create a computer vision system using decision tree algorithms to solve a real-world problem : What is Machine Learning?

Higher Ed
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold...
Instructional Video1:39
Curated Video

Discuss the importance of data : The Data set for Classification problem

Higher Ed
From the section: Simple Classification Tree. This section we will expand our knowledge of regression Decision tree to classification trees, we will also learn how to create a classification tree in Python.



Simple...
Instructional Video4:32
Curated Video

Describe a neural network : Neural Network for Regression

Higher Ed
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...
Instructional Video3:56
Packt

Define artificial intelligence : AI, Machine Learning, Deep Learning Overview

Higher Ed
From the section: Introduction. In this section, the learner will be introduced to the environment and working of Keras and how to set it up to go coding. A very brief introduction along with an illustration will be given to deep...
Instructional Video19:49
Packt

Develop an AI system to solve a real-world problem : Building Artificial Neural Networks

Higher Ed
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...
Instructional Video6:52
Curated Video

Implement logical operations in a computer program : Logical Operators

Higher Ed
From the section: Basics. In this section, we look into comments, variables and its types, list, tuples, dictionary, various operators, and loops in details.



Logical operators are typically used with Boolean (logical) values....