Analytics Vidhya

MARCH 3, 2022

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.

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Analytics Vidhya

AUGUST 11, 2022

The post Dropout Regularization in Deep Learning appeared first on Analytics Vidhya. Introduction When you go out to buy a shirt for yourself, you will not buy something which is very fit for your body because then if you eat pizza or biryani and if you become fat it will not be convenient you will […].

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Analytics Vidhya

MARCH 3, 2022

The post A Basic Introduction to Activation Function in Deep Learning appeared first on Analytics Vidhya. Introduction The activation function is defined as follows: The activation function calculates a weighted total and then adds bias to it to decide whether a neuron should be activated or not. A […].

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Analytics Vidhya

MARCH 28, 2024

Deep learning is a powerful tool of artificial intelligence that’s changing many things. It is essential to have a good knowledge of Deep Learning, if you are aiming to make a career in AI. To make your life easy, we have made a list of some common Deep Learning ebooks, that you must read.

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Analytics Vidhya

MARCH 16, 2022

Hello all, welcome to a wonderful article where we will be exploring learnings for audio and sound classification using Machine learning and deep learning. The post Implementing Audio Classification Project Using Deep Learning appeared first on Analytics Vidhya.

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Analytics Vidhya

JANUARY 24, 2022

Introduction to Deep Learning Artificial Intelligence, deep learning, machine learning?—?whatever The post Introductory note on Deep Learning appeared first on Analytics Vidhya. whatever you’re doing if you don’t understand it?—?learn Because otherwise you’re going to be a dinosaur within 3 years.

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Analytics Vidhya

APRIL 24, 2022

Introduction One of the most widely used applications in Deep Learning is Audio classification, in which the model learns to classify sounds based on audio features. The post Guide to Audio Classification Using Deep learning appeared first on Analytics Vidhya. These can be used […].

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Analytics Vidhya

AUGUST 31, 2021

The post Exploring Deep Learning Libraries – Keras appeared first on Analytics Vidhya. Although a lot of water has flowed under the bridge since then, Keras first began to support Tensorflow, and then completely became a part of it. However, our article will be devoted not to […].

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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.

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Analytics Vidhya

SEPTEMBER 10, 2021

The post Ordinary Differential Equations Made Easy with Deep Learning appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Introduction Everything around us from biology, stocks, physics, or even common life scenarios can be mathematically modelled using Differential equations.

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Analytics Vidhya

JANUARY 3, 2022

The post COVID-19 Safety Protocol Tracker Using Deep Learning appeared first on Analytics Vidhya. INTRODUCTION Fig 1 – Source: Canva The ongoing Coronavirus disease (COVID-19) outbreak has driven health to the top of the priority in our lives, bringing the entire world to a halt. Life is slowly […].

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Analytics Vidhya

MARCH 16, 2022

A Deep Belief Network (DBN) is a sophisticated generative model that employs a deep architecture. In this article, we are going to learn all about it. After reading this article, you will have a better understanding of what a Deep Belief Network is, how […].

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Analytics Vidhya

JUNE 8, 2023

Introduction to Deep Learning Deep learning is a branch of artificial intelligence (AI) that teaches neural networks to learn and reason. Its capacity to resolve complicated issues and deliver cutting-edge performance in various sectors has attracted significant interest and appeal in recent years.

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Analytics Vidhya

FEBRUARY 25, 2023

ChatGPT is an artificial intelligence model that uses the deep model to produce human-like text. It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 14, 2023

Introduction Fashion has not received much attention in AI, including Machine Learning, Deep Learning, in different sectors like Healthcare, Education, and Agriculture. This is because fashion is not considered a critical field; consider this a fun project!

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Analytics Vidhya

OCTOBER 19, 2021

This article was published as a part of the Data Science Blogathon Overview Though it is believed that tech enthusiasts are passing through the golden age of Artificial Intelligence, engineers and scientists still need to explore miles while progressing on their journey to Deep Learning projects.

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Analytics Vidhya

JANUARY 17, 2024

Determination of the type of soil that has the clay, sand, and silt particles in the respective proportions is important for suitable crop selection […] The post Agriculture & Deep Learning: Improving Soil & Crop Yields appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 18, 2020

The post A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning! Introduction Data science is not a choice anymore. It is a necessity. 2020 is almost in the books now. What a crazy year from. appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 18, 2021

The post Step by Step Guide to Build Image Caption Generator using Deep Learning appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Whenever an image appears in front of us our brain is capable of annotating or labeling it. But, what about computers?

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Analytics Vidhya

SEPTEMBER 1, 2021

This article was published as a part of the Data Science Blogathon Introduction Trax is a full-featured deep learning library with a focus on clean code and fast computation. The post How to make a Summarizer using the Trax library of Deep learning? The library is actively developed and supported by […].

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Analytics Vidhya

AUGUST 20, 2022

Introduction This article will briefly discuss some research papers using Graphic Processing Units and Tensor Processing Units in Deep Learning applications. The post Evolution of TPUs and GPUs in Deep Learning Applications appeared first on Analytics Vidhya. What are GPUs? It can process […].

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Analytics Vidhya

JANUARY 20, 2021

The post A Quick Guide to Setting up a Virtual Environment for Machine Learning and Deep Learning on macOS appeared first on Analytics Vidhya. ArticleVideos Introduction Upgrading either Anaconda or Python on macOS is complicated. But using the process explained below will ease it out. For this, I’m.

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Analytics Vidhya

DECEMBER 18, 2021

A Behind the Scenes Look at Deep Learning appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Training the Black Box The previous article was all about forward propagation in neural networks, how it works and why it works. The post What’s Happening in Backpropagation?

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Analytics Vidhya

JUNE 25, 2024

Deep Learning […] The post Nvidia’s DLSS: Deep Learning Super Sampling appeared first on Analytics Vidhya. Introduction Nvidia is a US-based corporation, headquartered in Santa Clara, California. Recently, it became the largest company in the world, by market cap. Their high-performance GPUs are well-known.

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Analytics Vidhya

FEBRUARY 16, 2023

Introduction You must have noticed that for training a very heavy deep learning model, you required a GPU which is mostly available at a very high cost.

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Analytics Vidhya

JULY 25, 2022

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 […]. The post Gradient Descent and its Types appeared first on Analytics Vidhya.

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Analytics Vidhya

MARCH 2, 2023

Introduction The advancement of interest in Deep Learning in recent years and the explosion of Machine Learning tools like TensorFlow, PyTorch, etc., will also be cited, which will provide ease of use and easy debugging of codes.

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Analytics Vidhya

OCTOBER 30, 2024

Your new best friend in your machine learning, deep learning, and numerical computing journey. Hey there, fellow Python enthusiast! Have you ever wished your NumPy code run at supersonic speed? Think of it as NumPy with superpowers.

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Analytics Vidhya

FEBRUARY 21, 2022

Image designed by the author – Shanthababu Introduction Every ML Engineer and Data Scientist must understand the significance of “Hyperparameter Tuning (HPs-T)” while selecting your right machine/deep learning model and improving the performance of the model(s). Make it simple, for every […].

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Analytics Vidhya

MARCH 13, 2023

Introduction Deep Learning has revolutionized the field of AI by enabling machines to learn and improve from large amounts of data. This article will […] The post Mediapipe Tasks API and its Implementation in Projects appeared first on Analytics Vidhya.

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Analytics Vidhya

DECEMBER 23, 2023

Introduction In deep learning, the Adam optimizer has become a go-to algorithm for many practitioners. Its ability to adapt learning rates for different parameters and its gentle computational requirements make it a versatile and efficient choice.

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Analytics Vidhya

JULY 21, 2022

Introduction Over the past few years, advancements in Deep Learning coupled with data availability have led to massive progress in dealing with Natural Language. This article was published as a part of the Data Science Blogathon. The post Natural Language Processing for Indic Languages appeared first on Analytics Vidhya.

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Analytics Vidhya

APRIL 6, 2020

The World of Object Detection I love working in the deep learning space. It is, quite frankly, a vast field with a plethora of. The post Build your Own Object Detection Model using TensorFlow API appeared first on Analytics Vidhya.

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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.

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Analytics Vidhya

DECEMBER 12, 2022

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. However, in every machine learning or deep learning problem, it is impossible to have enough data to […].

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Analytics Vidhya

NOVEMBER 12, 2022

Source: totaljobs.com Introduction TensorFlow is one of the most well-liked and promising deep learning frameworks for devising novel deep learning solutions. Given its popularity and wide usage in companies, startups, and business firms to automate things and develop new systems, it is imperative to have […].

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Analytics Vidhya

OCTOBER 4, 2021

Convolutional Neural Network is a type of deep learning neural network that is artificial. This article was published as a part of the Data Science Blogathon What is CNN? It is employed in computer vision and image recognition.

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