From the section: Common Coding Concepts.This section will cover common coding concepts such as Scratch setup, bugs, pseudocode, decomposition, commenting and many more.<b<br/>r/>

Common Coding Concepts: Loops

From the section: Data Visualization. In this section you will learn about data visualization, matplotlib library, bar charts, line charts and scatter plots. There’s also an activity for data visualization.



Data...

How can we invert a matrix? How fast can we do it?<br/>
• Learn why matrix inversio<br/>n is useful
• See how to inver<br/>t a matrix numerically
• Learn <br/>how expensive matrix inversion is

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...

Solution of variables within nonlinear expressions can either be difficult or impossible with analytic or symbolic techniques. When a numerical solution is required, a nonlinear solution technique can be used within Mathcad with either a...

A walkthrough of using arrays and for loops in programming.

A description of how to explore a code library.

In this video, we’ll see the features and functionalities that Tableau provides. We’ll also look at the basics of creating a data visualization. • How to visualize data in Tableau? • Creating your first data visualization

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...

From the section: Routing Introduction. In this section, we look into Routed protocols, demonstrations, static routes, dynamic routes, and different types of routing protocols.



Routing Introduction: Benefits of link state...

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 a practical...

From the section: Errors in Python. This section introduces you to errors in Python.<b<br/>r/>

This video explains how to handle user errors.

From the section: Linked Lists. Linked Lists: Linked List - Independent Exercise<b<br/>r/>

Linked Lists: Linked List - Independent Exercise

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/>

Delete scenario one - deleting nodes with no children (leaf nodes)

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/>

Inserting nodes into a BST in-depth with test cases

From the section: Programming TCP Clients and Servers In this section, we will learn about how to build TCP Servers and how it works.



In this video, we will have a look at how multi-thread TCP echo ser
ver works.
• ...

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,...

From the section: Deep Learning and Tensorflow: Part 2. In this section, we’ll talk about what CNNs is, and how it works.<b<br/>r/>

Deep Learning and Tensorflow: Part 2: Convolutional Neural Networks (CNN's)

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.



In this video, we...

Mathcad is a tool to arrange, calculate, and visualize engineering calculations. A Mathcad sheet has values, equations, plots, and functions that are written and displayed in a manner that is similar to how they are written in a textbook...

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...

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...

From the section: Routing Introduction. In this section, we look into Routed protocols, demonstrations, static routes, dynamic routes, and different types of routing protocols.



Routing Introduction: OSPF Hierarchy - Multiple...

From the section: Reconnaissance and Scanning. This section will cover reconnaissance and vulnerability scanning. This is needed to stage attacks.



The goal of this video is to get an overview of the first step of ethical...