Category: Deep Learning - Page 2 of 3 - The Engineering Projects

Graph Neural Networks: Definition, Types, Applications TEP , The Engineering Projects , Boxes

28 - Sep - 2023

ayeshayounas

Deep Learning

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63.8K Views

Basic Structure of Graph Neural Networks, Graph Neural Networks, Graphs in neural networks, graph neural networks types

Hi readers! I hope you are doing great. We are learning about modern neural networks in deep learning, and in the previous lecture, we saw the capsule neural networks that work with the help of a group of neurons in the form of capsules. Today we will discuss the graph neural network in detail. Graph neural networks are one of the most basic and trending networks, and a lot of research has been done on them. As a result, there are multiple types of GNNs, and the architecture of these networks is a little bit more complex than the other networks. We will start the discussion with the introduct ...

Basic Structure of Graph Neural Networks

Graph Neural Networks

Graphs in neural networks

graph neural networks types

Capsule Neural Network: Definition, Features, Algorithms, Applications TEP , The Engineering Projects , Boxes

28 - Sep - 2023

ayeshayounas

Deep Learning

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63.8K Views

Basic Concepts of Capsule Neural Network, Capsule Neural Network, Capsule NN, Capsule Neural Network examples, Capsule Neural Network types

Hey pupil! Welcome to the next lecture on modern neural networks. I hope you are doing great. In the previous lecture, we saw the EffcientNet neural network, which is a convolutional Neural Network (CNN), and its properties. Today, we are talking about another CNN network called the capsule neural network, or CapsNets. These networks were introduced to provide the capsulation in CNNs to provide better functionalities.  In this article, we will start with the introduction of the capsule neural network. After that, we will compare these with the traditional convolutional neural networks an ...

Basic Concepts of Capsule Neural Network

Capsule Neural Network

Capsule NN

Capsule Neural Network examples

Capsule Neural Network types

EfficientNet Neural Network: Definition, Working, Features TEP , The Engineering Projects , Boxes

22 - Sep - 2023

ayeshayounas

Deep Learning

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63.8K Views

EfficientNet Neural Network, EfficientNet Neural Network working, EfficientNet working, EfficientNet features, EfficientNet deep learning, EfficientNet features

Hi learners! I hope you are having a good day. In the previous lecture, we saw Kohonen’s neural network, which is a modern type of neural network. We know that modern neural networks are playing a crucial role in maintaining the workings of multiple industries at a higher level. Today we are talking about another neural network named EfficientNet. It is not only a single neural network but a set of different networks that work alike and have the same principles but have their own specialized workings as well. EfficentNet is providing groundbreaking innovations in the complex fields of deep le ...

EfficientNet Neural Network

EfficientNet Neural Network working

EfficientNet working

EfficientNet features

EfficientNet deep learning

EfficientNet features

Kohonen’s Self-Organizing Neural Network TEP , The Engineering Projects , Boxes

22 - Sep - 2023

ayeshayounas

Deep Learning

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63.8K Views

Kohonen’s Self organizing Neural Network, Kohonen neurla network, Kohonen’s Neural Network, Kohonen’s maps

Hi there! I hope you are having a great day. The success of the field of deep learning is due to its complex and advanced neural networks. These networks can be broadly divided into traditional and modern neural networks. We have seen the details of traditional neural networks, and in the previous session, the basic introduction of modern neural networks and the details of their features were discussed. Today, we will talk about one of the most famous modern neural networks, the Kohonen Self-Organized Neural Network.  Modern neural networks are more organized and developed than tradition ...

Kohonen’s Self organizing Neural Network

Kohonen neurla network

Kohonen’s Neural Network

Kohonen’s maps

Basics of TensorFlow for Deep Learning TEP , The Engineering Projects , Boxes

13 - Dec - 2022

ayeshayounas

Deep Learning

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63.8K Views

Basics of TensorFlow for Deep Learning, tensorflow deep learning, deep learning tensorflow, deep learning python, python deep learning

Hi pals! Welcome to the next deep learning tutorial, where we are at the exciting stage of TensorFlow. In the last tutorial, we just installed the TensorFlow library with the help of Anaconda, and we saw all the procedures step by step. We saw all the prerequisites and understood how you can follow the best procedure to download and install TensorFlow successfully without any trouble. If you have done all the steps, then you might be interested in knowing the basics of TensorFlow. No matter if you are a beginner or have knowledge about TensorFlow, this lecture will be equally beneficial for al ...

Basics of TensorFlow for Deep Learning

tensorflow deep learning

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Installation of TensorFlow for Deep Learning TEP , The Engineering Projects , Boxes

13 - Dec - 2022

ayeshayounas

Deep Learning

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63.8K Views

install TensorFlow, TensorFlow installation, installation of TensorFlow, how to install TensorFlow, install TensorFlow for deep learning

Hello Peeps! Welcome to the next lecture on deep learning, where we are discussing TensorFlow in detail. You have seen why we have chosen TensorFlow for this course, and we have read a lot about the working mechanism, programming languages, and advantages of using TensorFlow instead of other libraries. Instead of using the other options for the same purpose, we have seen several reasons to use TensorFlow. Because of the latest work on the library for more improvement and better results, it's now time to learn the specifics of TensorFlow installation. But before this, you have to check the list ...

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Getting Started with TensorFlow for Deep Learning TEP , The Engineering Projects , Boxes

13 - Dec - 2022

ayeshayounas

Deep Learning

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63.8K Views

Getting Started with TensorFlow for Deep Learning, TensorFlow for Deep Learning, Deep Learning TensorFlow, Dataflow Graphs in TensorFlow

Hey learners! Welcome to the new tutorial on deep learning, where we are going deep into the learning of the best platform for deep learning, which is TensorFlow. Let me give you a reminder that we have studied the need for libraries of deep learning. There are several that work well when we want to work with amazing deep-learning procedures. In today’s lecture, you are going to know the exact reasons why we chose TensorFlow for our tutorial. Yet, first of all, it is better to present the list of topics that you will learn today: Why do we use TensorFlow with deep learning? What are some h ...

Getting Started with TensorFlow for Deep Learning

TensorFlow for Deep Learning

Deep Learning TensorFlow

Dataflow Graphs in TensorFlow

Deep Learning with Python - Getting Started Guide TEP , The Engineering Projects , Boxes

13 - Dec - 2022

ayeshayounas

Deep Learning

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63.8K Views

Deep Learning with Python, Getting Started Guide deep learning, python deep learning, deep learning python

Hey buddies! Welcome to the next tutorial on deep learning, in which you are about to acquire knowledge related to Python. This is going to be very interesting because the connection between these two is easy and useful. In the last lecture, we had an eye on the latest and trendiest deep learning algorithms, and therefore, I think you are ready to take the next step towards the implementation of the information that I shared with you. To help you make up your mind about the topics of today, I have made a list for you that will surely be useful for you to understand what we are going to do toda ...

Deep Learning with Python

Getting Started Guide deep learning

python deep learning

deep learning python

List of Top Trending Deep Learning Algorithms TEP , The Engineering Projects , Boxes

13 - Dec - 2022

ayeshayounas

Deep Learning

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63.8K Views

List of Top Trending Deep Learning Algorithms, Radial Basis Function Networks, Generative Adversarial Networks, Recurrent neural networks

Hello pupils! Welcome to the following lecture on deep learning. As we move forward, we are learning about many of the latest and trendiest tools and techniques, and this course is becoming more interesting. In the previous lecture, you saw some important frameworks in deep learning, and this time, I am here to introduce you to some fantastic algorithms of deep learning that are not only important to understand before going into the practical implementation of the deep learning frameworks but are also interesting to understand the applications of deep learning and related fields. So, get ready ...

List of Top Trending Deep Learning Algorithms

Radial Basis Function Networks

Generative Adversarial Networks

Recurrent neural networks

Latest Deep Learning Frameworks TEP , The Engineering Projects , Boxes

27 - Nov - 2022

ayeshayounas

Deep Learning

0 Comments

63.8K Views

latest deep learning framework, deep learning framework, top deep learning framework, pytorch deep learning, keras deep learning, tensorflow deep learning

Hello peeps. Welcome to the next tutorial on deep learning. You have learned about the neural network, and it was an interesting way to compare different types of neural networks. Now, we are talking about deep learning frameworks. In the previous sessions, we introduced you to some important frameworks to let you know about the connection of different entities, but at this level, it is not enough. We are telling you in detail about all types of frameworks that are in style because of their latest features. So before we start, have a look at the list of concepts that will be covered today: In ...

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