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...
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...
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
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?
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Python Basics: Functions and Boolean Operations
From the section: Python Crash Course [Optional]. In this section, we’ll continue diving into Python data structures with tuples and dictionaries, functions, Boolean Operations and Loops, and libraries like Pandas, MatPlotLib and Seaborn...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Introduction to Machine Learning Tasks
From the section: Security Test Using Adversarial Attack. In this section, you will test any AI system against the latest attacks with the help of simple tools. The aim of this video is to give an overview of machine learning tasks. This...
Curated Video
Tips, Tricks, and Techniques for Node.js Development 6.2: Code Documentation
In this video, we will learn how to generate code documentation in Node.js. • Configure jsdoc • Write code documentation • Explore the generated documentation
Mediacorp
When Social Media Backlash Goes Too Far
This video discusses the consequences of online vigilantism, using a real-life case of an Australian man working in Singapore who made controversial comments on Facebook. The video explores how his comments sparked a social media battle,...
Mediacorp
Online Vigilantism: The Power and Consequences of Digital Detectives
This video explores the phenomenon of online vigilantism, showcasing examples from China and Canada. It highlights the power of social media in exposing and addressing various issues, such as corruption, animal abuse, and consumer fraud....
Packt
Explain the privacy issues raised by artificial intelligence systems : Poisoning Attacks, Privacy, and Backdoor Attacks Theory
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 show...
Packt
Evaluate the impact of privacy issues, cyberattacks, and malware on your AI application : Testing Practical Defense from Adversarial Training Category
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 show practical example of defense from...
Curated Video
Describe computer programming : Lists
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: Lists
Curated Video
Describe a neural network : Neural Network for Image Type Data
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,...