Curated Video
Modify a data structure : Big O Notation and Calculating the Runtime of a Function
From the section: Linked Lists. Linked Lists: Big O Notation and Calculating the Runtime of a Function Linked Lists: Big O Notation and Calculating the Runtime of a Function
Zach Star
How Much do Engineers and Scientists Make? Salary and Employment Statistics
Two common statistics that are helpful to know about any college major are: how much money you can expect to make, and the amount of job opportunities. Here I outline the statistics for many of the most majors and careers when it comes...
Curated Video
Predictive Analytics with TensorFlow 11.1: Reinforcement Learning
Supervised and unsupervised learning appears at opposite ends of the spectrum, RL exists somewhere in the middle. We use reinforcement learning to discover a good sequence of actions to take the maximum expected rewards. We will also see...
Curated Video
Design a computer system using tree search and reinforcement learning algorithms : Running the Blackjack Environment From the OpenAI Gym
From the section: Model-Free Prediction and Control With Monte Carlo (MC). In this section, we will learn one of two improvements on DP – Monte Carlo, a method which does not require a model of the environment. We talk about a new...
Curated Video
Predictive Analytics with TensorFlow 6.3: Using BOW for Predictive Analytics
In this video, we will see how to perform a bit more complex predictive analytics using the bag-of-words concept of NLP with TensorFlow. At first, we will formalize the problem, and then will explore the dataset that will be used....
Packt
Introduction to computer hardware and software : Optical Media
From the section: Essential Peripherals. In this section, we learn more about optical media, USB standard, configure USB’s for keyboard and mIce. Shiny optical discs are an excellent media for transporting data and are still a very...
Curated Video
Describe a neural network : Neural Network for Binary Classifications
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
Artificial Intelligence Research and Which Majors to Pick
This video be in less depth than the previous but will cover a wider range of topics and research in artificial intelligence. Startups in artificial intelligence are becoming more and more popular (over 100 just in healthcare) and they...
Curated Video
Cloud Native Development on Azure with Java 3.1: Security Features of an Azure Web Application
Security is a very important aspect of any application. In this video, we will go through the process of securing our cloud-native application, which we created in the previous section. • Explore the security features • Learn about the...
Packt
Use different data types : Exploring Python Data Types
From the section: NumPy Fundamentals in Python. Every programming language is different. You will cover fundamentals in order to get familiar with the Python environment needed for NumPy. You will learn to work with numbers, lists,...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : 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
Design test cases to verify a computer program : Testing for Errors
From the section: Unit Testing with Python. In this section, you will learn about unit testing using Python. This video explains how to test for errors in Python.
Packt
Introduction to computer hardware and software : New Installation - First Drive
From the section: Implementing Mass Storage. Here, we learn to implement mass storage. A brand-new system doesn’t have a bootable drive with an installed operating system. In this episode you will go through the process of setting up an...
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...
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...
Zach Star
Today In Engineering (Episode 1)
This video covers just a few current events going on in engineering and computer science. The topics here include 1. Origami Algorithm 2. Algorithm to see around corners 3. Laser on Fighter Jet 4. Drones for Warehouse Product Search 5....
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...
Packt
Introduction to computer hardware and software : The Power Supply
From the section: Power Supplies. Here, we check our power supply, mount the power supply and learn how to cool our PC. A PC power supply takes AC power from the grid and transforms it into DC voltage the system needs to run.
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...