Analytics Vidhya

FEBRUARY 6, 2024

Introduction Creating new neural network architectures can be quite time-consuming, especially in real-world workflows where numerous models are trained during the experimentation and design phase. In addition to being wasteful, the traditional method of training every new model from scratch slows down the entire design process.

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Analytics Vidhya

NOVEMBER 11, 2024

Flax is an advanced neural network library built on top of JAX, aimed at giving researchers and developers a flexible, high-performance toolset for building complex machine learning models. This blog […] The post A Guide to Flax: Building Efficient Neural Networks with JAX appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 2, 2021

This article was published as a part of the Data Science Blogathon The math behind Neural Networks Neural networks form the core of deep learning, a subset of machine learning that I introduced in my previous article. The post How do Neural Networks really work? data is passed […].

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Unite.AI

OCTOBER 25, 2023

They've crafted a neural network that exhibits a human-like proficiency in language generalization. When pitted against established models, such as those underlying popular chatbots, this new neural network displayed a superior ability to fold newly learned words into its existing lexicon and use them in unfamiliar contexts.

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Analytics Vidhya

JANUARY 25, 2024

Introduction Neural networks have revolutionized artificial intelligence and machine learning. However, certain problems pose a challenge to neural networks, and one such problem is the XOR problem.

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Analytics Vidhya

MAY 27, 2023

Introduction Classifying emotions in sentence text using neural networks involves attributing feelings to a piece of text. It can be achieved through techniques like neural networks or lexicon-based methods. Neural networks involve training a model on tagged text data to predict emotions in new text.

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Analytics Vidhya

JUNE 2, 2022

Introduction A Neural Network is analogous to the connections of neurons in our brain. In this article, we will see how to set up Neural Networks, Artificial Neural Networks, and Deep Neural Networks, and also how to design the model, how to train […].

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Analytics Vidhya

JUNE 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon ANN – General Introduction: Artificial Neural Networks (ANN)are the basic algorithms. The post Artificial Neural Networks – Better Understanding ! appeared first on Analytics Vidhya.

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Analytics Vidhya

NOVEMBER 29, 2021

Introduction to Artificial Neural Network Artificial neural network(ANN) or Neural Network(NN) are powerful Machine Learning techniques that are very good at information processing, detecting new patterns, and approximating complex processes.

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Analytics Vidhya

NOVEMBER 13, 2021

This article was published as a part of the Data Science Blogathon In this article, I am going to build neural network models with TensorFlow to solve a classification problem. The post Neural Network For Classification with Tensorflow appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 4, 2021

Convolutional Neural Network is a type of deep learning neural network that is artificial. The post Applications of Convolutional Neural Networks(CNN) appeared first on Analytics Vidhya. It is employed in computer vision and image recognition.

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Analytics Vidhya

APRIL 1, 2023

In simple terms, suppose you want to ascertain the probability of whether your friends […] The post Bayesian Networks – Probabilistic Neural Network (PNN) appeared first on Analytics Vidhya. It uses conditional probabilities to improve the prior probabilities, which results in posterior probabilities.

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Analytics Vidhya

APRIL 8, 2023

If the order is […] The post Food Delivery Time Prediction with LSTM Neural Network appeared first on Analytics Vidhya. Other examples are Uber Eats, Food Panda, and Deliveroo, which also have similar services. They provide food delivery options.

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Analytics Vidhya

SEPTEMBER 30, 2021

Can we develop a neural network out of it, or is it just for representation? The post Graph Neural Network: An Introduction appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Introduction We all heard the term graph, but what is it? We can do all of these.

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Analytics Vidhya

JANUARY 23, 2023

Introduction The sigmoid function is a fundamental component of artificial neural networks and is crucial in many machine-learning applications. The sigmoid function is a mathematical function that maps […] The post Why is Sigmoid Function Important in Artificial Neural Networks?

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Analytics Vidhya

APRIL 30, 2022

The post Approaching Classification With Neural Networks appeared first on Analytics Vidhya. This can include classifying whether it will rain or not today using the weather data, determining the expression of the person based on the facial […].

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Analytics Vidhya

JULY 3, 2023

Introduction ONNX, also known as Open Neural Network Exchange, has become widely recognized as a standardized format that facilitates the representation of deep learning models. One of the key advantages of […] The post ONNX Model | Open Neural Network Exchange appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 13, 2021

This article was published as a part of the Data Science Blogathon + Image 1 Overview This article will support data scientists in furthering their studies on artificial neural networks so that they can develop applications for professional use.

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Analytics Vidhya

JANUARY 30, 2022

Table of Contents What is Neural Network Types of Neural Networks Types of Learnings How does a Neural Network work Endnotes What are Neural Networks? Neural networks are used to mimic the basic functioning of the human brain and are inspired by how the […].

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Analytics Vidhya

AUGUST 5, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In neural networks we have lots of hyperparameters, it is. The post Hyperparameter Tuning Of Neural Networks using Keras Tuner appeared first on Analytics Vidhya.

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Analytics Vidhya

AUGUST 31, 2022

Introduction Deep learning is a branch of Machine learning where higher levels of features from the data can be extracted using an Artificial neural network inspired by the working of a neural system in the human body. A neural network is a combination […].

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Analytics Vidhya

AUGUST 7, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon In the last blog, we discussed what an Artificial Neural network. The post Implementing Artificial Neural Network on Unstructured Data appeared first on Analytics Vidhya.

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AssemblyAI

MARCH 21, 2023

While AI systems like ChatGPT or Diffusion models for Generative AI have been in the limelight in the past months, Graph Neural Networks (GNN) have been rapidly advancing. And why do Graph Neural Networks matter in 2023? We find that the term Graph Neural Network consistently ranked in the top 3 keywords year over year.

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Analytics Vidhya

FEBRUARY 25, 2023

Though we have traditional machine learning algorithms, deep learning plays an important role in many tasks better than […] The post Introduction to Neural Network: Build your own Network appeared first on Analytics Vidhya.

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Analytics Vidhya

SEPTEMBER 6, 2021

The motivation behind Graph Neural Networks 2. GNN implementation on Karate network 4. Study papers on GNN The motivation behind Graph Neural Networks Graphs are receiving a lot […]. The post Getting Started with Graph Neural Networks appeared first on Analytics Vidhya. GNN Algorithm 3.

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Analytics Vidhya

SEPTEMBER 29, 2020

Introduction Neural networks are ubiquitous right now. The post A Quick History of Neural Networks appeared first on Analytics Vidhya. This article is part of the Data Science Blogathon. Organizations are splurging money on hardware and talent.

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Analytics Vidhya

MAY 1, 2021

The post Convolutional Neural Networks (CNN) appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In the past few decades, Deep Learning has.

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Analytics Vidhya

SEPTEMBER 6, 2021

This article was published as a part of the Data Science Blogathon Introduction: Artificial Neural Networks (ANN) are algorithms based on brain function and are used to model complicated patterns and forecast issues. The post Introduction to Artificial Neural Networks appeared first on Analytics Vidhya. The […].

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Analytics Vidhya

SEPTEMBER 29, 2021

This article was published as a part of the Data Science Blogathon Overview Deep learning is a subset of Machine Learning dealing with different neural networks with three or more layers. There are different deep neural networks that work best on many different real-world applications and research and development are still going on.

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Analytics Vidhya

NOVEMBER 9, 2021

This article was published as a part of the Data Science Blogathon In this article, I am going to build multiple neural network models to solve a regression problem. The post Neural Network for Regression with Tensorflow appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 5, 2022

The post Recurrent Neural Networks: Digging a bit deeper appeared first on Analytics Vidhya. Introduction In the former article, we looked at how RNNs are different from standard NN and what was the reason behind using this algorithm.

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Analytics Vidhya

JULY 20, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Table Of Content Introduction Architecture Of Recurrent Neural Network Application Of. The post In-Depth Explanation Of Recurrent Neural Network appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 1, 2021

The post Is Gradient Descent sufficient for Neural Network? ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction An important factor that is the basis of any. appeared first on Analytics Vidhya.

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Analytics Vidhya

JANUARY 29, 2024

But, here’s the problem: this encyclopedia is huge and requires significant time and effort […] The post Optimizing Neural Networks: Unveiling the Power of Quantization Techniques appeared first on Analytics Vidhya. Now, this friend has a precise way of doing things, like he has a dictionary in his head.

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Analytics Vidhya

MARCH 3, 2021

The post Neural Network 101 – Ultimate Guide for Starters appeared first on Analytics Vidhya. ArticleVideo Book Date: 03-July-2040 Mission: Project Aries Destination: Mars Date of arrival to Mars: 18-Feb-2041 Landing Location: Jezero Crater, Mars “Imagine you are on.

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Analytics Vidhya

JANUARY 27, 2022

To understand Convolutional Neural networks, we first need to know What is Deep Learning? The post CONVOLUTIONAL NEURAL NETWORK(CNN) appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

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Analytics Vidhya

DECEMBER 21, 2021

The post Intent Classification with Convolutional Neural Networks appeared first on Analytics Vidhya. It is an integral tool in Natural Language Processing (NLP) used for varied tasks like spam and non-spam email classification, sentiment analysis of movie reviews, detection of hate speech in social […].

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