insideBIGDATA

MAY 29, 2023

However, with a deep learning algorithm created by Stephen Baek, Phong Nguyen and their research team, the process takes less than a second on a laptop.

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Algorithm Deep Learning Deep Learning AI 370

Analytics Vidhya

JUNE 15, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon What are Genetic Algorithms? Genetic Algorithms are search algorithms inspired by. The post Genetic Algorithms and its use-cases in Machine Learning appeared first on Analytics Vidhya.

Machine Learning 357

Machine Learning Machine Learning Algorithm Data Science 357

Analytics Vidhya

APRIL 23, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this section, we will build a face detection algorithm using Caffe model, but only OpenCV is not involved this time. The post Face detection using the Caffe model appeared first on Analytics Vidhya.

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Analytics Vidhya

JULY 25, 2022

This article was published as a part of the Data Science Blogathon. Introduction The gradient descent algorithm is an optimization algorithm mostly used in machine learning and deep learning. In linear regression, it finds weight and biases, and deep learning backward propagation uses the […].

Deep Learning 364

Deep Learning Deep Learning Machine Learning Machine Learning 364

Analytics Vidhya

DECEMBER 11, 2022

This article was published as a part of the Data Science Blogathon. Introduction In machine learning, the data’s amount and quality are necessary to model training and performance. The amount of data affects machine learning and deep learning algorithms a lot.

Machine Learning 361

Machine Learning Machine Learning Deep Learning Deep Learning 361

Analytics Vidhya

DECEMBER 12, 2022

This article was published as a part of the Data Science Blogathon. Introduction In machine learning and deep learning, the amount of data fed to the algorithm is one of the most critical factors affecting the model’s performance.

Machine Learning 342

Machine Learning Machine Learning Deep Learning Deep Learning 342

Analytics Vidhya

SEPTEMBER 7, 2021

This article was published as a part of the Data Science Blogathon Introduction The deep learning algorithms required the data in a specific order or shape. You will learn through this article […].

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Analytics Vidhya

NOVEMBER 27, 2021

This article was published as a part of the Data Science Blogathon. It is a significant step in the process of decision making, powered by Machine Learning or Deep Learning algorithms. Statistics plays an important role in the domain of Data Science.

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Analytics Vidhya

DECEMBER 14, 2020

This article was published as a part of the Data Science Blogathon. Introduction: Hi everyone, recently while participating in a Deep Learning competition, I. The post An Approach towards Neural Network based Image Clustering appeared first on Analytics Vidhya.

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Clustering Deep Learning Deep Learning Data Science 392

Analytics Vidhya

MARCH 20, 2024

Introduction Optimizing deep learning is a critical aspect of training efficient and accurate neural networks. Various optimization algorithms have been developed to improve the convergence speed.

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Analytics Vidhya

NOVEMBER 1, 2021

This article was published as a part of the Data Science Blogathon Introduction In this article, we will cover everything from gathering data to preparing the steps for model training and evaluation. Deep learning algorithms can have huge functional uses when provided with quality data to sort through.

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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.

Deep Learning 318

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Analytics Vidhya

FEBRUARY 6, 2023

Introduction Deep learning has revolutionized computer vision and paved the way for numerous breakthroughs in the last few years. One of the key breakthroughs in deep learning is the ResNet architecture, introduced in 2015 by Microsoft Research.

Deep Learning 353

Deep Learning Deep Learning Analytics Analytics 353

Analytics Vidhya

SEPTEMBER 15, 2020

Introduction In this article, we will be taking a deep dive into an interesting algorithm known as “Seam Carving”. The post Seam Carving Algorithm : A Seemingly Impossible Way of Resizing An Image appeared first on Analytics Vidhya. It does a seemingly impossible.

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Algorithm Analytics Analytics Deep Learning 278

Analytics Vidhya

SEPTEMBER 10, 2021

This article was published as a part of the Data Science Blogathon What is Image Segmentation? The post Image Segmentation Algorithms With Implementation in Python – An Intuitive Guide appeared first on Analytics Vidhya. Image Segmentation helps to obtain the region of interest (ROI) from the image. It is done based […].

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Algorithm Python Data Science Analytics 287

Analytics Vidhya

JULY 25, 2022

This article was published as a part of the Data Science Blogathon. It uses Machine Learning-based Model Algorithms and Deep Learning-based Neural Networks for its implementation. […].

Deep Learning 306

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Analytics Vidhya

OCTOBER 20, 2021

This article was published as a part of the Data Science Blogathon There are many ways a machine can be taught to generate an output on unseen data. we are now at a point where deep learning and neural networks are so powerful that can […]. The technological advancement in different sectors has left everyone shocked.

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Analytics Vidhya

OCTOBER 28, 2021

This article was published as a part of the Data Science Blogathon Introduction In this article, we will cover everything from gathering data to preparing the steps for model training and evaluation. Deep learning algorithms can have huge functional uses when provided with quality data to sort through.

Deep Learning 271

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Analytics Vidhya

JUNE 14, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In Neural Networks, we have the concept of Loss Functions, The post Complete Guide to Gradient-Based Optimizers in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 161

Deep Learning Deep Learning Data Science Analytics 161

Analytics Vidhya

JUNE 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The various deep learning methods use data to train neural. The post Image Processing using CNN: A beginners guide appeared first on Analytics Vidhya.

Deep Learning 319

Deep Learning Deep Learning Data Science Analytics 319

insideBIGDATA

FEBRUARY 14, 2023

NTT Corporation (President and CEO: Akira Shimada, “NTT”) and the University of Tokyo (Bunkyo-ku, Tokyo, President: Teruo Fujii) have devised a new learning algorithm inspired by the information processing of the brain that is suitable for multi-layered artificial neural networks (DNN) using analog operations.

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Algorithm AI AI Big Data 368

Analytics Vidhya

FEBRUARY 23, 2022

This article was published as a part of the Data Science Blogathon. Now, this article will discuss the different deep learning architectures that we can use to solve object detection problems. The basics of object detection problems are how the data would look like.

Deep Learning 325

Deep Learning Deep Learning Data Science Analytics 325

Pickl AI

JANUARY 29, 2025

Summary: This article presents 10 engaging Deep Learning projects for beginners, covering areas like image classification, emotion recognition, and audio processing. Each project is designed to provide practical experience and enhance understanding of key concepts in Deep Learning. What is Deep Learning?

Deep Learning 52

Deep Learning Deep Learning Natural Language Processing Artificial Intelligence 52

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.

Data Science 397

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Analytics Vidhya

MARCH 1, 2022

This article was published as a part of the Data Science Blogathon. Deep Learning’s application to tasks such as object identification and voice recognition through the use of techniques […].

Data Mining 306

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Analytics Vidhya

JANUARY 16, 2022

This article was published as a part of the Data Science Blogathon. So, in today’s article, we will see about a new algorithm called Histogram Boosting Gradient Classifier (HBG). Maybe very few of them came across this particular algorithm. So, what is a […].

Data Science 349

Data Science Algorithm Analytics Analytics 349

Analytics Vidhya

OCTOBER 17, 2022

This article was published as a part of the Data Science Blogathon. 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.

Algorithm 353

Algorithm Data Science Analytics Analytics 353

Analytics Vidhya

APRIL 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction In the former article, we looked at how RNNs are different from standard NN and what was the reason behind using this algorithm. In this article we will dig a bit deeper into RNN, we will see the mathematical details and try to […].

Data Science 358

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ODSC - Open Data Science

JANUARY 25, 2023

A new deep learning algorithm just needs 12 seconds to determine if you’re above the legal drinking limit. The audio-based deep learning algorithm, ADLAIA, was trained to detect and identify alcohol inebriation levels based on a 12-second clip of their speech. How this algorithm works is interesting.

Deep Learning 105

Deep Learning Deep Learning Algorithm Data Science 105

Data Science Dojo

NOVEMBER 10, 2023

Jax: Jax is a high-performance numerical computation library for Python with a focus on machine learning and deep learning research. It is developed by Google AI and has been used to achieve state-of-the-art results in a variety of machine learning tasks, including generative AI.

Python 524

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Analytics Vidhya

MARCH 15, 2022

This article was published as a part of the Data Science Blogathon. Recommendation engine algorithms 6. Overview 1. Introduction 2. What are recommendation engines? Types of recommendation systems a. Content-Based filtering b. Collaborative filtering c. Hybrid filtering 4. Why content-based filtering is not used on a large scale?

Data Science 357

Data Science Algorithm Analytics Analytics 357

Analytics Vidhya

MARCH 20, 2022

This article was published as a part of the Data Science Blogathon. Introduction In my last article (Sentiment Analysis with LSTM), we discussed what sentiment analysis is and how to perform it using LSTM. LSTM is a deep-learning-based classifier, and it takes a considerable amount of time to train it.

Deep Learning 271

Deep Learning Deep Learning Data Science Analytics 271

Towards AI

SEPTEMBER 10, 2023

What I’ve learned from the most popular DL course Photo by Sincerely Media on Unsplash I’ve recently finished the Practical Deep Learning Course from Fast.AI. So you definitely can trust his expertise in Machine Learning and Deep Learning. There’s an excellent article about it as well.

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Analytics Vidhya

JULY 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction One of the areas of machine learning research that focuses on knowledge retention and application to unrelated but crucial problems is known as “transfer learning.”

Data Science 381

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Google Research AI blog

FEBRUARY 7, 2023

The explosion in deep learning a decade ago was catapulted in part by the convergence of new algorithms and architectures, a marked increase in data, and access to greater compute. Below, we highlight a panoply of works that demonstrate Google Research’s efforts in developing new algorithms to address the above challenges.

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Analytics Vidhya

JULY 22, 2024

Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning. We’ll take you through a thorough examination of recent advancements in neural networks and algorithms, shedding light on the key ideas behind modern AI.

Machine Learning 327

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Analytics Vidhya

JANUARY 29, 2024

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch.

Machine Learning 353

Machine Learning Machine Learning Data Scientist Data Analysis 353