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.

Neural Network 398

Neural Network Data Science Deep Learning Python 398

Analytics Vidhya

JUNE 22, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article aims to explain Convolutional Neural Network and how. The post Building a Convolutional Neural Network Using TensorFlow – Keras appeared first on Analytics Vidhya.

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Data Science Explainability 400

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 […].

Neural Network 353

Neural Network Deep Learning Python Data Science 353

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 […].

Neural Network 364

Neural Network Data Science Python 364

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 […].

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Natural Language Processing NLP 400

Analytics Vidhya

JUNE 16, 2021

The post All you need to know about Convolutional Neural Networks! ArticleVideo Book This article was published as a part of the Data Science Blogathon Table of Contents: What is CNN, Why is it important Biological. appeared first on Analytics Vidhya.

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Data Science Computer Vision 400

Analytics Vidhya

OCTOBER 12, 2023

Introduction Activation functions are the secret sauce behind the remarkable capabilities of neural networks. While this might sound like an intricate technicality, understanding activation functions is crucial for anyone diving into artificial neural networks.

Neural Network 325

Neural Network Deep Learning Machine Learning 325

Analytics Vidhya

JULY 10, 2024

Introduction Radial Basis Function Neural Networks (RBFNNs) are a type of neural network that uses radial basis functions for activation. They are effective in applications like pattern-recognition, interpolation, and timeseries forecasting. appeared first on Analytics Vidhya.

Neural Network 63

Neural Network 63

Analytics Vidhya

JUNE 18, 2024

Introduction This article will examine machine learning (ML) vs neural networks. Machine learning and Neural Networks are sometimes used synonymously. Even though neural networks are part of machine learning, they are not exactly synonymous with each other. appeared first on Analytics Vidhya.

Neural Network 317

Neural Network Machine Learning ML Algorithm 317

Analytics Vidhya

APRIL 9, 2024

Introduction Decoding Neural Networks: Inspired by the intricate workings of the human brain, neural networks have emerged as a revolutionary force in the rapidly evolving domains of artificial intelligence and machine learning.

Neural Network 295

Neural Network Deep Learning Machine Learning Artificial Intelligence 295

Analytics Vidhya

APRIL 15, 2024

Introduction Mastering Graph Neural Networks is an important tool for processing and learning from graph-structured data. This creative method has transformed a number of fields, including drug development, recommendation systems, social network analysis, and more.

Neural Network 317

Neural Network Data Science Python Machine Learning 317

Unite.AI

MAY 2, 2024

As AI technology progresses, the intricacy of neural networks increases, creating a substantial need for more computational power and energy. In response, researchers are delving into a novel integration of two progressive fields: optical neural networks (ONNs) and neuromorphic computing.

Neural Network 326

Neural Network AI AI Artificial Intelligence 326

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.

Neural Network 318

Neural Network Deep Learning 318

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.

Neural Network 358

Neural Network Data Science Algorithm Deep Learning 358

Analytics Vidhya

APRIL 22, 2024

Introduction Deep learning is a fascinating field that explores the mysteries of gradients and their impact on neural networks. Through vivid visualization and […] The post Exploring Vanishing and Exploding Gradients in Neural Networks appeared first on Analytics Vidhya.

Neural Network 316

Neural Network Deep Learning Data Analysis Algorithm 316

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.

Neural Network 313

Neural Network Artificial Intelligence Artificial Intelligence Machine Learning 313

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 […].

Neural Network 327

Neural Network Deep Learning Machine Learning Data Science 327

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?

Neural Network 348

Neural Network Machine Learning Deep Learning NLP 348

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.

Neural Network 327

Neural Network Algorithm Machine Learning 327

Analytics Vidhya

JUNE 23, 2022

The post The DataHour: Writing Reproducible Pipelines for Training Neural Networks appeared first on Analytics Vidhya. He has more than ten years of extensive experience in the field of analytics and data science. He will be explaining […].

Neural Network 357

Neural Network Data Scientist Data Science Explainability 357

Analytics Vidhya

JULY 25, 2022

The post Data Representation in Neural Networks- Tensor appeared first on Analytics Vidhya. Introduction A deep learning task typically entails analyzing an image, text, or table of data (cross-sectional and time-series) to produce a number, label, additional text, additional images, or a mix of these.

Neural Network 348

Neural Network Deep Learning Data Science Python 348

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.

Neural Network 336

Neural Network Computer Vision Natural Language Processing Deep Learning 336

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.

Neural Network 337

Neural Network Data Analysis Deep Learning Python 337

Analytics Vidhya

JUNE 30, 2021

The post How to Detect COVID-19 Cough From Mel Spectrogram Using Convolutional Neural Network appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon COVID-19 COVID-19 (coronavirus disease 2019) is a disease that causes respiratory.

Convolutional Neural Networks 400

Convolutional Neural Networks Neural Network Data Science Computer Vision 400

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.

Neural Network 317

Neural Network Artificial Intelligence Artificial Intelligence Computer Scientist 317

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.

Neural Network 306

Neural Network Algorithm 306

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.

Neural Network 305

Neural Network Deep Learning Python Machine Learning 305

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.

Neural Network 317

Neural Network Deep Learning AI AI 317

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.

Neural Network 314

Neural Network Deep Learning Machine Learning 314

Analytics Vidhya

JUNE 5, 2023

Rental markets are influenced by diverse factors, and LSTM’s ability to capture and remember […] The post A Deep Dive into LSTM Neural Network-based House Rent Prediction appeared first on Analytics Vidhya.

Neural Network 306

Neural Network Deep Learning Algorithm 306

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.

Neural Network 222

Neural Network Machine Learning 222

Analytics Vidhya

MARCH 2, 2022

What is Convolutional Neural Network? Convolutional Neural Networks also known as CNNs or ConvNets, are a type of feed-forward artificial neural network whose connectivity structure is inspired by the organization of the animal visual cortex. Small clusters of cells in the visual cortex are […].

Deep Learning 388

Deep Learning Convolutional Neural Networks Neural Network Data Science 388

Analytics Vidhya

OCTOBER 17, 2022

Introduction Neural networks (Artificial Neural Networks) are methods or algorithms that mimic a human brain’s operations to solve a complex problem that a normal algorithm can’t solve. A Perceptron in neural networks is a unit or algorithm which takes input values, weights, and […].

Neural Network 353

Neural Network Algorithm Data Science Deep Learning 353

Analytics Vidhya

JANUARY 6, 2024

In a groundbreaking development, researchers from MIT’s Computer Science and Artificial Intelligence Laboratory (CSAIL) have introduced a novel method leveraging artificial intelligence (AI) agents to automate the explanation of intricate neural networks.

AI Researcher 318

AI Researcher AI Research Neural Network Artificial Intelligence 318

Analytics Vidhya

MAY 22, 2022

The MNIST dataset helps beginners to understand the concept and the implementation of Convolutional Neural Networks. Introduction on 3D-CNN The MNIST dataset classification is considered the hello world program in the domain of computer vision. Many think of images as just a normal […].

Convolutional Neural Networks 395

Convolutional Neural Networks Neural Network Computer Vision Data Science 395

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction In deep learning, optimization algorithms are crucial components that help neural networks learn efficiently and converge to optimal solutions.

Neural Network 336

Neural Network Deep Learning Algorithm Machine Learning 336

Analytics Vidhya

APRIL 15, 2024

Introduction Overfitting in ConvNets is a challenge in deep learning and neural networks, where a model learns too much from training data, leading to poor performance on new data. This phenomenon is especially prevalent in complex neural architectures, which can model intricate relationships.

Neural Network 343

Neural Network Deep Learning Data Analysis Python 343