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



Understand, break down and implement a recursive fibonacci...

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



Visual presentation and complexity analysis of the bubble...

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

Artificial Neural Networks: Two and Multi-layer Perceptron ANN

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 cover...

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.



This video continues...

From the section: Machine Learning: Part 2. In this section, we’ll cover Bayes Theorem, Naive Bayes, SVM and SVC to classify data.<b<br/>r/>

Machine Learning: Part 2: Bayes Theorem and Naive Bayes

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: Regression Task Airbnb Prices in New York. We will use a real-world Airbnb dataset that contains data about New York properties for rent in 2019 on Airbnb, including their price. It is a simple dataset and makes a...

From the section: Unit Testing with Python. In this section, you will learn about unit testing using Python.<b<br/>r/>

This video demonstrates how to write a printer class for testing in Python.

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/>

Build the binary search function using iteratively

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...

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...

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...