Curated Video
Predictive Analytics with TensorFlow 3.3: TensorFlow Programming Model
The TensorFlow programming model signifies how to structure your predictive models. • Look at the steps for structuring the model
NASA
Gravity Assist: Meet NASA’s New Chief Scientist and Senior Climate Advisor, with Kate Calvin
Climate change is one of the most important issues facing our planet, and NASA has lots of space missions and programs in the works to monitor and understand its drivers and effects. Kate Calvin, NASA’s new chief scientist, is also the...
Curated Video
Design a computer system using tree search and reinforcement learning algorithms : Exploring the Possible Actions of Your CartPole Robot 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
Design a computer system using tree search and reinforcement learning algorithms : Visualizing the Outcomes of a Simple Blackjack Strategy
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
Design a computer system using tree search and reinforcement learning algorithms : Training the Agent, and Understanding What It Learned
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
Test a computer program or algorithm : Intro to Errors in Python
From the section: Errors in Python. This section introduces you to errors in Python. This video provides an introduction to errors in Python.
Curated Video
Design test cases to verify a computer program : Testing Functions
From the section: Unit Testing with Python. In this section, you will learn about unit testing using Python. This video explains the various testing functions in Python.
Packt
Introduction to computer hardware and software : Cooling Your PC
From the section: Power Supplies. Here, we check our power supply, mount the power supply and learn how to cool our PC. All PCs make heat. Too much heat will damage components, so the heat must be dissipated from the system. Cooling...
Curated Video
Describe the different types of malware that could affect a computer system or network : Understand the types of malware
From the section: What are the threats?. This section includes threats, types of malware and lot more. This video gives an overview of malware and threats. It shows how to recognize malware, types of malware and how devices get them.
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Example 1 - Build Multi-layer perceptron for binary classification
From the section: Artificial Neural Networks. In this section, we’ll learn about ANN. Artificial Neural Networks: Example 1 - Build Multi-layer perceptron for binary classification
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : A Brief History of Autonomous Vehicles
From the section: Introduction to Self-Driving Cars. In this section, we’ll cover a brief history and an overall outcome that you can expect by the end of this course. Introduction to Self-Driving Cars: A Brief History of Autonomous...
Zach Star
Robotics Subfields and Which Majors to Pick
This video covers just a few examples of research and companies that you might find interesting in the field of robotics. I only cover a few examples but remember there are SO many more. Many companies encompass some version of robotics...
Curated Video
Mastering Tableau 2018.1, Second Edition 11.1: Data Visualization Best Practices for Effective Dashboards
In this video, we’ll see the best practices that we can use to create effective dashboards. • Best practices for creating effective dashboards • Implement best practices for effective dashboards
Curated Video
Predictive Analytics with TensorFlow 6.5: Using Word2vec for Sentiment Analysis
We will see how we can improve the previous predictive model with minimum effort using TF-IDF. • Use Word2vec for doing sentiment analysis
Curated Video
Predictive Analytics with TensorFlow 6.2: Transformers and Estimators
We will get a brief explanation of transformers and estimators. We will also look at different types of transformers and estimators. • Look at the different types of transformers • Look at the different types of estimators
Curated Video
Cloud Native Development on Azure with Java 1.2: Introduction
Before you get a kick-start with a new technology or platform, it is always a good practice to have an overview of it. Also, it adds to the motivation to your learning in the long run. This video will provide you with that pair of eyes...
Curated Video
Discuss the importance of data : Dependent- Independent Data split 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 a computer system using tree search and reinforcement learning algorithms : Tallying Every Outcome of an Agent Playing Blackjack Using MC
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
Test a computer program or algorithm : Creating Errors in Python
From the section: Errors in Python. This section introduces you to errors in Python. This video explains how to create errors in Python.
Curated Video
Fix the errors in a computer program or algorithm : Errors and Exceptions
From the section: Advanced Python. This section helps to understand about OOP, classes, class interface etc. We will dive into learning Advance Python Errors happen. You can NOT avoid them. It's a fact of life, your programs will have...
Curated Video
Call a function : Demo - List Operations
From the section: Data Operations. In this section, you will learn about the different types of operators used in Python. This section will teach you the building blocks for any kind of operations in Python. Data Operations: Demo - List...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Building Deep Neural Networks with Keras, Normalization, and One-Hot Encoding.
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: Building Deep Neural Networks with Keras,...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Region of interest masking
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: Region of interest masking
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : What are the challenges of color selection technique?
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 are the challenges of color selection technique?