Curated Video
Learning R for Data Visualization (Video 7)
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...
APMonitor
Python 🐍 Solve Nonlinear Equations with fsolve
This tutorial is an introduction to solving nonlinear equations with Python. The solution to linear equations is through matrix operations while sets of nonlinear equations require a solver such as Scipy optimize fsolve to numerically...
Programming Electronics Academy
Hardware Overview: Arduino Course 2.6
A look at the Arduino circuit board and its prominent features.
Pitsco Education
Code Cube Lesson 3: Turn that Frown Upside Down
In this lesson, you will learn how to make your Code Cube display different images based on which direction it is facing.
Curated Video
Tips, Tricks, and Techniques for Node.js Development 5.2: Creating a Child Process
In this video, we will learn how to execute code in a child process. • Show the different ways of creating a child process • Create a child.js script • Show communication between child processes
APMonitor
SciPy Beginner's Guide for Optimization
Scipy.Optimize.Minimize is demonstrated for solving a nonlinear objective function subject to general inequality and equality constraints. Source code is available at http://apmonitor.com/che263/index.php/Main/PythonOptimization...
Curated Video
Discuss the importance of data : Pruning a 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
Design test cases to verify a computer program : Testing External Libraries
From the section: Unit Testing with Python. In this section, you will learn about unit testing using Python. This video explains how to test external libraries.
Curated Video
Describe an advanced data structure : From Painfully Slow to Optimal: The Maximum Sum Subarray
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...
Curated Video
Implement arithmetic operations in a computer program : Arithmetic operators in Python: Python Basics
From the section: Setting up Python and Jupyter Notebook. This section gets you started with Python. This section will help you set up the python and Jupyter environment on your system and it'll teach you how to perform some basic...
Packt
Advanced Computer Vision Projects 2.3: Finding Plate Characters
In this video, we take a pass at finding characters potentially belonging to license plates. • Use contours to find character candidates • Filter contours based on geometric criteria • Identify possible plate locations based on characters
Curated Video
Predictive Analytics with TensorFlow 3.4: Data Model in TensorFlow
The data model in TensorFlow is represented by tensors. Without using complex mathematical definitions, we can say that a tensor identifies a multidimensional numerical array. • Create tensors • Define the ranks, shape and data type •...
Curated Video
Evaluate visual representations of data that models real-world phenomena or processes : Visualizing Text Data
From the section: NLP Visualization and Model Experimentation. Visualize text data and view data embeddings. View and track hyperparameter tuning and display training configurations to run reproducible experiments. In this video, we’ll...
Curated Video
Describe a function : Functions in Python
From the section: Python Fundamentals. This section will help you to learn about the Python fundamentals and setup. This video explains the various functions in Python.
Curated Video
Compare different types of data structures : Binary Indexed Trees for the RMQ Problem
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 presents an extension of...
Programming Electronics Academy
Prototyping Incremental Design: Arduino Course 1.4
A description of the incremental design process and why and how it should be used.
NASA
NASA in Silicon Valley: Leedjia Svec Talks About Advancing Diversity In STEM
A conversation with U.S. Navy Lieutenant Commander Leedjia Svec, Director of Military Programs at NASA’s Ames Research Center in Silicon Valley.
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : 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: Image cropping dilation and erosion
Curated Video
High Performance Scientific Computing with C 1.6: Monte Carlo Methods
How can we use random numbers to solve problems? • Learn why randomness is useful • See how we can solve integrals with random numbers • See how the accuracy of Monte Carlo methods scales
Curated Video
Predictive Analytics with TensorFlow 9.4: An LSTM Predictive Model for Sentiment Analysis
Sentiment analysis is one of the most widely performed tasks in NLP. An LSTM network can be used to classify short texts into desired categories–that is, classification problems. For example, a set of tweet texts can be categorized as...
Curated Video
Cloud Native Development on Azure with Java 1.3: Set Up the Environment for Building a Cloud Native Application
This video will guide you through the steps of deploying the prerequisites and setting up your development environment using an Azure virtual machine. • Use an Azure VM • Install JDK, Apache Maven, and Azure CLI
Curated Video
Explain web security : Reconnais-sance and Passive In-formation Gathering
From the section: Steps for Ethical Hacking. In this part, you are going to learn how hackers think and act before and after they hack a system, and how they gather sensitive information. We’ll follow the same steps to test whether we...
Curated Video
Design a computer system using tree search and reinforcement learning algorithms : Control – Building a Very Simple Epsilon-Greedy Policy
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
Implement a computer program using a classic algorithm : Recursion mini-project 2 - Factorial
From the section: Algorithms - Sort, performance, complexity and big O notation. This section is about Algorithms – sort, performance, complexity and big O notation. Build a recursive factorial function step by step