Learnable Parameters in an Artificial Neural Network explained

In this video, we’re going to talk about learnable parameters within an artificial neural network. These parameters are also referred to as trainable parameters. As it turns out, we’ve already talked a lot about learnable parameters in a neural network, but we haven’t necessarily given…

Saving and running programs explained | Hello world for programming beginners (Part 2)

Hello world programs show us how to communicate with the outside world from inside our programs. Let’s look at this in more detail. Saving our programs in files is how we begin to build more sophisticated programs. Once our code is saved, we will interact…

Hello world explained | Part 1: First interactive program for programming beginners

Hello world is the name of the first program that almost every programmer writes. Let’s checkout the program and say hello to the world of programming. 1) Verb-Noun combinations in code 2) Demos 3) Need for commands like hello world Follow deeplizard: YouTube: https://www.youtube.com/deeplizard Twitter:…

Initializing and Accessing Bias with Keras

In the video, we’re going to see how we can initialize and access the biases in a neural network in code with Keras. Specifically, we’ll be working with the Keras Sequential model along with the use_bias and bias_initializer parameters to initalize biases. We’ll then observe…

Bias in an Artificial Neural Network explained | How bias impacts training

In this video, we’ll be discussing the bias present within artificial neural networks, so let’s get to it. When reading up on artificial neural networks, you may have come across the term “bias.” It’s sometimes just referred to as bias. Other times you may see…

Command line interfaces explained | Introducing CLIs for programming beginners

Command line interfaces also known as CLIs provide us with a text based way to interact with computers opposed to the graphical way that most of us are used to. They are pretty awesome because they allow programmers to interact with code and data directly….

Numerical data explained | Introducing digits, range and precision for programming beginners

Numerical data is one of the two types of data inside every computer program, and we use numerical data to represent the outside world. Let’s take a detailed look at numerical data inside computer programs. 1) Numerical data inside computer programs: Integers and decimals 2)…

Textual data explained | An introduction to characters, strings, encodings for programming beginners

Textual data is one of the two types of data inside every computer program, and we use textual data to represent the outside world. Let’s take a detailed look at textual data inside computer programs. 1) Text inside computer programs: Characters and strings 2) Text…

Weight Initialization explained | How weights in an artificial neural network are initialized

In this video, we’ll talk about how the weights in an artificial neural network are initialized, how this initialization affects the training process, and what YOU can do about it! To kick off our discussion on weight initialization, we’re first going to discuss how these…

Data explained | An introduction to data for programming beginners

An approachable introduction to data and how it is used to represent the world. Understanding data is a primary skill when it comes to computer programming. This discussion is all about data. 1) What is data inside a computer program? 2) How data is used…

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