Deep Learning and Artificial Neural Network Made Simple for Beginners | Machine Learning Tutorial

Показать описание

What are Artificial Neural Networks?

An artificial Neural Network is a computational model that mimics the way nerve cells work in the human brain. Artificial neural networks (ANNs) use learning algorithms that can independently make adjustments - or learn, in a sense - as they receive new input. This makes them a very effective tool for non-linear statistical data modeling.

What is Deep Learning?
Deep learning is a subset of machine learning where artificial neural networks, algorithms inspired by the human brain, learn from large amounts of data. Similarly to how we learn from experience, the deep learning algorithm would perform a task repeatedly, each time tweaking it a little to improve the outcome. Artificial neural networks can be implemented using Keras and other tools.

In this tutorial, we aim to simplify Artificial Neural Network and Deep Learning for Beginners. We will be walking you through all the important concepts from scratch.

The following topics are covered in this tutorial:

0:00 - Introduction
0:28 - Artificial intelligence
5:03 - Machine learning and it’s limitations
7:07 - What is deep learning
9:34 - Activation function
10:20 - What are deep networks
12:38 - Limitations of deep learning
14:53 - Artificial neural networks
22:18 - ANN typical algorithm
25:33 - ANN model on Keras

---------------------------------------- About Scaler --------------------------------------------------

We are a tech-focused upskilling and reskilling platform catering to tech enthusiasts in universities and working professionals. There are more Scaler graduates working at Amazon than all of the IITs combined!

📌 Follow us on Social and be a part of an amazing tech community📌

🔔 Hit that bell icon to get notified of all our new videos 🔔

If you liked this video, please don't forget to like and comment. Never miss out on our exclusive videos to help boost your coding career! Subscribe to Scaler now!

#artificialneuralnetworks #deeplearning #machinelearning #neuralnetwork

Рекомендации по теме

Комментарии

What are the daily timings for Data science course ? like morning evening .. dont reply like "as per convinience" 😝

pranavpatil

Deep Learning and Artificial Neural Network Made Simple for Beginners | Machine Learning Tutorial

Neural Network In 5 Minutes | What Is A Neural Network? | How Neural Networks Work | Simplilearn

Neural Networks Explained in 5 minutes

But what is a neural network? | Deep learning chapter 1

1. Introduction to Artificial Neural Network | How ANN Works | Soft Computing | Machine Learning

Neural Networks and Deep Learning: Crash Course AI #3

Explained In A Minute: Neural Networks

Deep Learning | What is Deep Learning? | Deep Learning Tutorial For Beginners | 2023 | Simplilearn

Neural Networks explained in 60 seconds!

Deep Learning Course #24 - Running a Recurrent Neural Network

Artificial neural networks (ANN) - explained super simple

Machine Learning vs Deep Learning

The Essential Main Ideas of Neural Networks

How Does a Neural Network Work in 60 seconds? The BRAIN of an AI

Artificial Neural Networks explained

How Neural Networks work in Machine Learning ? Understanding what is Neural Networks

ANN vs CNN vs RNN | Difference Between ANN CNN and RNN | Types of Neural Networks Explained

What is a Neural Network | Neural Networks Explained in 7 Minutes | Edureka

Dendrites: Why Biological Neurons Are Deep Neural Networks

Neural Network Simply Explained | Deep Learning Tutorial 4 (Tensorflow2.0, Keras & Python)

Understand Artificial 🤖Neural Networks🦾 from Basics with Examples | Components | Working

The Complete Mathematics of Neural Networks and Deep Learning

Machine Learning Explained in 100 Seconds

AI vs Machine Learning

Neural Network Architectures & Deep Learning