From the section: Interacting with Classic Network Devices. In this section, we will look at how to interact with classic network devices with Python libraries. We will explain what we define as classic network devices and use...

From the section: Testing Image Classification.In this section, you will design specific security tests for image recognition systems. Here you will focus on one particular type of AI solution – image classification, and one...

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.



Here,...

From the section: Improving Model Accuracy. We start with reviewing previous day’s assignment by looking at an ideal solution and results. This module takes a pause from introducing any new model and focuses on improving the models...

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 look at how to create a UDP ec
ho...

From the section: Artificial Neural Networks. In this section, we’ll learn about ANN.<b<br/>r/>

Artificial Neural Networks: Activation Functions

From the section: Computer Vision Basics: Part 1. In this section, we’ll cover the basic features of Computer Vision.<b<br/>r/>

Computer Vision Basics: Part 1: Color Spaces

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...

From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold cross-validation....

From the section: Algorithms - Sort, performance, complexity and big O notation. This section is about Algorithms – sort, performance, complexity and big O notation.



Analyze execution context and frames created by recursive...

From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc.<b<br/>r/>

Go through implementation steps from concluded project

From the section: Mass Storage Technologies. In this section, we cover topics related to Mass storage. Hard Disk Drives (HDDs), which store data on rotating magnetic disks, have been the go-to mass storage media for decades. A good tech...

From the section: Basic Networking Terms (ICND1). This Section is about the basic Networking Terms. This includes lectures on Network Interface Card, Network protocol, computer network and so on.



Basic Networking Terms...

From the section: Artificial Neural Networks. In this section, we’ll learn about ANN.<b<br/>r/>

Artificial Neural Networks: Backpropagation Training

From the section: Computer Vision Basics: Part 2. In this section, we’ll explore the some addtiional features of Computer Vision.<b<br/>r/>

Computer Vision Basics: Part 2: Hough transform theory

From the section: Computer Vision Basics: Part 1. In this section, we’ll cover the basic features of Computer Vision.<b<br/>r/>

Computer Vision Basics: Part 1: What is an image and how is it digitally stored?

From the section: Essentials of Networking. In this section, we learn about WANS, Routers, cables and connectors. Structured cabling is the process of installing and organizing cable systems to ensure long term, reliable connections....

From the section: Java Introduction and Development Environment Setup. In this section, you will be introduced to Java 11. The Java programming language is widely used in the development of web and cellphone applications. In this...

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...

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:...

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...

From the section: Predicting Sales with Supervised Learning. In this section, learners will use their first machine learning techniques, including Support Vector Machines and Artificial Neural Networks. These techniques will be...

From the section: Python Fundamentals. This section will help you to learn about the Python fundamentals and setup.<b<br/>r/>

This video focuses on arguments and parameters in Python.

From the section: Lists. This section focuses on lists and the various functions of the list.<b<br/>r/>

This video focuses on list Get and Set methods.