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...

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...

From the section: Errors and Exceptions Handling. In this section, you will learn about Errors and Exception handling in detail.<b<br/>r/>

Errors and Exceptions Handling: Exceptions Handling

From the section: Algorithms - Search and abstract data structures. This section is about Algorithms. You will learn about Bisection, Binary section etc.



Build the in-order traversal method so nodes can be displayed in order...

From the section: Mass Storage Technologies. In this section, we cover topics related to Mass storage. Today’s computers often use multiple mass storage devices. It’s critical that the system boots from the right device. Boot order is...

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: 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: Functions

From the section: Beginners Python. This section is about Installing Python, Python 3 vs Python 2, Variables, Strings etc.<b<br/>r/>

Beginners Python: Intro to Data Types

From the section: CNN-Industry Live Project: Find Medical Abnormalities and Save Life. This section includes a CNN-Industry live project on working with X-Ray images.



CNN-Industry Live Project: Find Medical Abnormalities and...

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: 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...

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

This video explains how to raise an error in Python.

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...

From the section: Display Technologies. In this section, we explore our display options for per our uses. Monitors don’t create the images they display; that’s the graphics card’s job. Graphics cards come with different features and...

From the section: CPUs. In this section, we explore features about CPU. Today’s AMD and Intel CPUs use the same set of instructions. A CPU’s clock speed describes (roughly) how fast it processes these instructions. Most clock speeds...

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: ReLU Activation, and Preventing...

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: 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 provide practical experience in...

From the section: First Steps. In this section, the viewer will be introduced to the course with a look at the course in general, have a look at some of the operating systems used in this course, and begin to understand basic...

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: 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...

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

This video explains the built-in errors in Python.

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:...

From the section: Introduction to Decision Statements and Control Flow. In this section, you will be introduced to Java's decision statements and control flow constructs. This will include getting to know the Java keywords of if...