Analytics Vidhya

NOVEMBER 7, 2022

This article was published as a part of the Data Science Blogathon. Introduction Deep learning is a branch of machine learning inspired by the brain’s ability to learn. It is a data-driven approach to learning that can automatically extract features from data and build models to make predictions.

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Analytics Vidhya

SEPTEMBER 20, 2022

This article was published as a part of the Data Science Blogathon. The post Image Classification Using Resnet-50 Deep Learning Model appeared first on Analytics Vidhya. We will […].

Deep Learning 373

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Analytics Vidhya

JANUARY 12, 2022

This article was published as a part of the Data Science Blogathon. Source: Reference 1 Introduction Tensorflow is a popular open-source machine learning framework developed by Google. It is primarily used by machine learning practitioners in research and industry for the training and inference of deep neural networks.

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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 339

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Analytics Vidhya

OCTOBER 17, 2022

The post Optimization Essentials for Machine Learning appeared first on Analytics Vidhya. Where is Optimization used in DS/ML/DL? Where is Optimization used in DS/ML/DL? What are Convex […].

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Analytics Vidhya

MARCH 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction The Tensorflow framework is an open end-to-end machine learning platform. It’s a symbolic math toolkit that integrates data flow and differentiable programming to handle various tasks related to deep neural network training and inference.

Deep Learning 387

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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 325

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Analytics Vidhya

MARCH 16, 2022

This article was published as a part of the Data Science Blogathon. Hello all, welcome to a wonderful article where we will be exploring learnings for audio and sound classification using Machine learning and deep learning.

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Analytics Vidhya

JULY 9, 2024

Introduction Few concepts in mathematics and information theory have profoundly impacted modern machine learning and artificial intelligence, such as the Kullback-Leibler (KL) divergence.

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Analytics Vidhya

MARCH 8, 2022

This article was published as a part of the Data Science Blogathon. Image Source: Author Introduction Deep learning, a subset of machine learning, is undoubtedly gaining popularity due to big data.

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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.

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Analytics Vidhya

NOVEMBER 1, 2022

This article was published as a part of the Data Science Blogathon. Introduction In the 21st century, the world is rapidly moving towards Artificial Intelligence and Machine Learning. The post How to Make an Image Classification Model Using Deep Learning? Companies are investing vast […].

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Analytics Vidhya

AUGUST 31, 2022

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

Deep Learning 312

Deep Learning Machine Learning Data Science Publishing 312

Analytics Vidhya

JULY 22, 2024

Introduction In this article, we dive into the top 10 publications that have transformed artificial intelligence and machine learning. By highlighting the significant impact of these discoveries on current applications and […] The post 10 Must Read Machine Learning Research Papers appeared first on Analytics Vidhya.

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Analytics Vidhya

SEPTEMBER 5, 2021

This article was published as a part of the Data Science Blogathon Introduction Deep learning is a subset of Machine Learning and Artificial Intelligence that imitates the way humans gain certain types of knowledge. It is essentially a neural network with three or more layers.

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Deep Learning Machine Learning Data Science Publishing 394

Analytics Vidhya

JANUARY 24, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Deep Learning Artificial Intelligence, deep learning, machine learning?—?whatever The post Introductory note on Deep Learning appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 7, 2021

This article was published as a part of the Data Science Blogathon Overview Deep learning is the subfield of machine learning which is used to perform complex tasks such as speech recognition, text classification, etc. Any deep learning model tries to […].

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Analytics Vidhya

MAY 18, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Let’s explore the merits of using deep learning and other. The post Merits of using deep learning and other machine learning approach in the area of forecasting at Uber appeared first on Analytics Vidhya.

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Analytics Vidhya

AUGUST 26, 2021

This article was published as a part of the Data Science Blogathon Introduction Tensorflow (hereinafter – TF) is a fairly young framework for deep machine learning, being developed in Google Brain. The post Tensorflow- An impressive deep learning library! appeared first on Analytics Vidhya.

Deep Learning 337

Deep Learning Machine Learning Data Science Publishing 337

Analytics Vidhya

DECEMBER 28, 2021

This article was published as a part of the Data Science Blogathon Photo by Hush Naidoo Jade Photography Pre-requisite: Basic understanding of Python, Deep Learning, Classification, and Computer Vision Deep learning is a subset of machine learning and has been applied in various fields to help solve existing problems.

Deep Learning 305

Deep Learning Machine Learning Data Science Publishing 305

Analytics Vidhya

AUGUST 7, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article aims to compare four different deep learning and. The post Email Spam Detection – A Comparative Analysis of 4 Machine Learning Models appeared first on Analytics Vidhya.

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Analytics Vidhya

JULY 16, 2024

This article aims to provide readers with […] The post What is Tensor: Key Concepts, Properties, and Uses in Machine Learning appeared first on Analytics Vidhya. Tensors are complex mathematical entities that operate behind the scenes and power these sophisticated computations.

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Analytics Vidhya

JANUARY 27, 2022

This article was published as a part of the Data Science Blogathon. Introduction Over the past several years, groundbreaking developments in machine learning and artificial intelligence have reshaped the world around us. The post Top 10 Techniques for Deep Learning that you Must Know!

Deep Learning 260

Deep Learning Machine Learning Data Science Publishing 260

Analytics Vidhya

AUGUST 29, 2022

This article was published as a part of the Data Science Blogathon. Introduction When training a machine learning model, the model can be easily overfitted or under fitted. To avoid this, we use regularization in machine learning to properly fit the model to our test set.

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Analytics Vidhya

FEBRUARY 18, 2022

This article was published as a part of the Data Science Blogathon. OpenCV is a massive open-source library for various fields like computer vision, machine learning, image processing and plays a critical function in real-time operations, which are fundamental in today’s systems.

Deep Learning 257

Deep Learning Machine Learning Data Science Publishing 257

Analytics Vidhya

MAY 21, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon 1. The post Traditional vs Deep Learning Classification Models | An Empirical Study! Introduction In this work, we present the relationship of model. appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 28, 2022

This article was published as a part of the Data Science Blogathon. Introduction The generalization of machine learning models is the ability of a model to classify or forecast new data. The post Non-Generalization and Generalization of Machine learning Models appeared first on Analytics Vidhya.

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Analytics Vidhya

OCTOBER 16, 2022

This article was published as a part of the Data Science Blogathon. Introduction Graph machine learning is quickly gaining attention for its enormous potential and ability to perform extremely well on non-traditional tasks. The post An Overview of Graph Machine Learning and Its Working appeared first on Analytics Vidhya.

Machine Learning 395

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Analytics Vidhya

MAY 15, 2022

This article was published as a part of the Data Science Blogathon Introduction- Hyperparameters in a neural network A deep neural network consists of multiple layers: an input layer, one or multiple hidden layers, and an output layer. The post Impact of Hyperparameters on a Deep Learning Model appeared first on Analytics Vidhya.

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Analytics Vidhya

SEPTEMBER 14, 2022

This article was published as a part of the Data Science Blogathon. Introduction In this article, we will be predicting the famous machine learning problem statement, i.e. Titanic Survival Prediction, using PySpark’s MLIB.

Machine Learning 298

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Analytics Vidhya

SEPTEMBER 24, 2021

This article was published as a part of the Data Science Blogathon Image 1 Introduction In this article, I will use the YouTube Trends database and Python programming language to train a language model that generates text using learning tools, which will be used for the task of making youtube video articles or for your blogs. […].

Machine Learning 398

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Analytics Vidhya

NOVEMBER 12, 2021

This article was published as a part of the Data Science Blogathon This article starts by discussing the fundamentals of Natural Language Processing (NLP) and later demonstrates using Automated Machine Learning (AutoML) to build models to predict the sentiment of text data. You may be […].

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Analytics Vidhya

JANUARY 17, 2022

This article was published as a part of the Data Science Blogathon. Introduction Machine learning is one of the most advancing technologies in Computer Science in the present era. If you find the process of training machines to learn to […]. If you find the process of training machines to learn to […].

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Analytics Vidhya

JANUARY 18, 2024

Ready to elevate your skills in Artificial Intelligence, the Internet of Things (IoT), Machine Learning, and Data Science? This article provides you with a treasure trove of knowledge with a spotlight on Microsoft’s Free Courses. Well, you’re in for a treat!

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Analytics Vidhya

AUGUST 31, 2022

This article was published as a part of the Data Science Blogathon. The post Complete Guide to run Machine learning on Spark using Spark MLLIB appeared first on Analytics Vidhya. The post Complete Guide to run Machine learning on Spark using Spark MLLIB appeared first on Analytics Vidhya.

Machine Learning 340

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Analytics Vidhya

FEBRUARY 13, 2020

Overview This article dives into the key question – is class sensitivity in a classification problem model-dependent? The authors analyze four popular deep learning. Analyzing 4 Popular Deep Learning Architectures appeared first on Analytics Vidhya. The post Is Class Sensitivity Model Dependent?

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Analytics Vidhya

DECEMBER 28, 2022

This article was published as a part of the Data Science Blogathon. Introduction Source: [link] As a machine learning professional, you know that the field is rapidly growing and evolving. The increasing demand for skilled machine learning experts makes competition for top job positions fierce.

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