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
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
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.
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,...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Code to perform Image cropping dilation and erosion
From the section: Computer Vision Basics: Part 2. In this section, we’ll explore the some addtiional features of Computer Vision. Computer Vision Basics: Part 2: [Activity] Code to perform Image cropping dilation and erosion
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...
Curated Video
High Performance Scientific Computing with C 1.3: Interpolation and Extrapolation
How can we "fill in" the data points between discrete data? How can we extend beyond our data points? • Learn linear interpolation • Learn polynomial interpolation • See the dangers of extrapolation
Curated Video
Predictive Analytics with TensorFlow 5.2: Using kNN for Predictive Analytics
kNN is non-parametric and instance-based and is used in supervised learning. In this video, we will see working principles of kNN, we will also implement kNN-based predictive model. • See the working principles of kNN • Implement a...
Curated Video
Design a computer system using tree search and reinforcement learning algorithms : Coding up Your First Solution to CartPole-v0
From the section: Lights, Camera, Action – Building Blocks of Reinforcement Learning. In this section, we learn about the main building blocks of reinforcement learning, including the action space, the environment, and the rewards. To...
Packt
Design a computer system using tree search and reinforcement learning algorithms : Understanding the Environment of CartPole in OpenAI Gym
From the section: Lights, Camera, Action – Building Blocks of Reinforcement Learning. In this section, we learn about the main building blocks of reinforcement learning, including the action space, the environment, and the rewards. To...
Curated Video
Describe network protocols : Network Layers
From the section: Networking and Programming with IP and UDP In this section, we will learn about all about networking and using programming with IP and UDP. In this video, we will have a look at Network Layers and learn something about...