The Wall Street Journal
Kimberly Bryant and Jessica Rosenworcel on The Digital Divide
At WSJ Tech Live, Kimberly Bryant and Jessica Rosenworcel discuss how the government and privacy sector should work to bridge the digital divide.
Zach Star
Books that All Students in Math, Science, and Engineering Should Read
These are some of my favorite books I have read lately that relate to students with an interest in math, science, and engineering. The list includes: 1. Physics of the Future 2. Algorithms to Live By 3. A Mind for Numbers 4. How Not to...
Curated Video
Design a computer system using tree search and reinforcement learning algorithms : Visualizing the Outcomes of the 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
Create a computer vision system using decision tree algorithms to solve a real-world problem : Introduction
From the section: Environment Setup and Installation. This section will help you to install the required software and set up the development environment for this course. Environment Setup and Installation: Introduction
Curated Video
Learning D3.JS 5.0 1.2: What Is Data Visualization?
In this video, we will learn what data visualization is, visual perception, and also what makes a good visualization. • Understand the definition of data visualization • Discuss visual perception • Learn the steps to make a great...
Packt
Use different data types : Python Fundamentals
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,...
Packt
Compare the breadth-first and depth-first search algorithms : Implementing BFS on Regular Graphs
From the section: Searching in Graphs. In this section, we will see what we are searching for. Also, we will look at how to use and implement Breadth-First Search and Depth-First Search along with a simple puzzle game example. Implement...
Curated Video
Design a computer system using tree search and reinforcement learning algorithms : Running a Visualization of the Cart Robot CartPole-v0 in OpenAI Gym
From the section: Getting Started With Reinforcement Learning Using OpenAI Gym. In this section, we will introduce the basics of the reinforcement learning problem, and explain how OpenAI gym helps with developing and research solutions...
Packt
Create a computer vision system using decision tree algorithms to solve a real-world problem : Intro to Deep Learning and Tensorflow
From the section: Deep Learning and Tensorflow: Part 1. In this section, we’ll talk about what Deep Learning is, and how TensorFlow works at a low level. Deep Learning and Tensorflow: Part 1: Intro to Deep Learning and Tensorflow
Curated Video
Discuss the importance of data : Basics of decision trees
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 a computer system using tree search and reinforcement learning algorithms : Creating an Agent to Solve the MAB Problem Using Python and Tensorflow
From the section: The Multi-Armed Bandit. In this section, we will learn about the basics and look at one of the most foundational concepts in Reinforcement Learning – The Multi-Armed Bandit We construct a model of a MAB environment from...
Curated Video
Describe computer programming : Common Data Types
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: Common Data Types
Curated Video
Describe computer programming : You Can Code! Part 2
From the section: You can code!. This section will help you discover some interesting facts about coding. You can code!: You Can Code! Part 2 • Get the synopsis about the Tuple • Learn about the benefits of Tuple • Learn about the...
Curated Video
Describe computer programming : You Can Code! Part 1
From the section: You can code!. This section will help you discover some interesting facts about coding. You can code!: You Can Code! Part 1 • Create a simple list with names and another with numbers • Explain the concept of indexing •...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Introduction: What are Artificial Neural Networks and how do they learn?
From the section: Artificial Neural Networks. In this section, we’ll cover Bayes Theorem, Naive Bayes, SVM and SVC to classify data. Artificial Neural Networks: Introduction: What are Artificial Neural Networks and how do they learn?
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Support Vector Classifiers in Action
From the section: Machine Learning: Part 2. In this section, we’ll cover Bayes Theorem, Naive Bayes, SVM and SVC to classify data. Machine Learning: Part 2: [Activity] Support Vector Classifiers in Action
Curated Video
Predictive Analytics with TensorFlow 9.1: Using BRNN for Image Classification
We will first provide some contextual information about RNNs. We will see how to implement a BRNN implementation example using the TensorFlow library. The example is using the MNIST database of handwriting. • Look at contextual...
NASA
Houston We Have a Podcast: Her Passion for STEM
Kris Brown and Emily Calandrelli describe the importance of inspiring young women to pursue an interest in science, technology, engineering and math. HWHAP Episode 232.
Curated Video
Evaluate the impact of an AI application used in the real world. (case study) : Working with X-Ray images: Case Study - Part 6
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 1
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
Call a function : String Manipulation Functions
From the section: Intro to PHP Programming for Web Development. In this section, we’ll learn the basics of PHP programming. Intro to PHP Programming for Web Development: String Manipulation Functions
Packt
Data transmission : Physical versus logical topology
From the section: Introduction to Computer Networks (ICND1). This Section introduces Computer Networks. This includes lectures on Physical Components, Topology, Speed etc. Introduction to Computer Networks (ICND1): Physical versus...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Support Vector Machines (SVM) and Support Vector Classifiers (SVC)
From the section: Machine Learning: Part 2. In this section, we’ll cover Bayes Theorem, Naive Bayes, SVM and SVC to classify data. Machine Learning: Part 2: Support Vector Machines (SVM) and Support Vector Classifiers (SVC)
Curated Video
Java 11 Programming for Beginners 3.3: Inheritance — The Non-Taxable Kind
Showcase the heaviest concept in OOP by example. • Build a second bot by leveraging the first • Go through theory