Analytics Vidhya

SEPTEMBER 9, 2020

The post Why GPUs are more suited for Deep Learning? Deep Learning Intermediate AMD cuda GPU for deep learning NVIDIA

Deep Learning 248

Deep Learning Analytics 248

Analytics Vidhya

OCTOBER 22, 2020

INTRODUCTION What is Deep Learning? Deep Learning is a subset of Machine. The post Introduction and Implementation to Neural Style Transfer – Deep Learning appeared first on Analytics Vidhya.

Deep Learning 163

Deep Learning Publishing Data Science Analytics 163

Analytics Vidhya

MARCH 18, 2020

TensorFlow 2.0 – a Major Update for the Deep Learning Community Just when I thought TensorFlow’s market share would be eaten by the emergence. Tutorial for Deep Learning appeared first on Analytics Vidhya. Deep Learning Intermediate Libraries Python deep learning tensorflow tensorflow 2 tensorflow 2.0 TensorFlow Deep Learning

Deep Learning 219

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Analytics Vidhya

APRIL 19, 2020

Overview Looking to crack your next deep learning interview? We have put together a list of popular deep. The post A Comprehensive Guide to 21 Popular Deep Learning Interview Questions and Answers appeared first on Analytics Vidhya. You’ve come to the right place!

Deep Learning 219

Deep Learning Analytics 219

Analytics Vidhya

OCTOBER 18, 2020

Overview Get to know the deep learning model we will use and ReLu6 Understand how to get blur background using deep learning Introduction The. The post Generate Background Blur using Deep Learning in Python with this Simple Tutorial appeared first on Analytics Vidhya.

Deep Learning 178

Deep Learning Modeling Analytics 178

Analytics Vidhya

MARCH 2, 2020

Learn about deploying deep learning models using TensorFlow Serving How to handle post-deployment challenges like swapping between different versions of models using TensorFlow Serving. The post TensorFlow Serving: Deploying Deep Learning Models Just Got Easier! Data Engineering Intermediate Libraries Project Python Unstructured Data deep learning deep learning model deployment Image Classification Model deployment tensorflow tensorflow serving

Deep Learning 219

Deep Learning Modeling Unstructured Data Analytics 219

Analytics Vidhya

MARCH 29, 2020

Can you fool your deep learning model? What does lying to your deep learning model even entail? The post Can you Lie to your Deep Learning Model? Deep Learning Intermediate Use Cases CNN CNN classes deep elarning models deep learning machine learning machine learning classes Machine Learning ModelsThis question we’re sure most of you. appeared first on Analytics Vidhya.

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Analytics Vidhya

MARCH 10, 2020

Starting your Deep Learning Career? Deep learning can be a complex and daunting field for newcomers. The post Getting into Deep Learning? Beginner Deep Learning Listicle Maths Pandas Profile Building Python Statistics Uncategorized deep learning machine learning mathematics python statisticsConcepts like hidden layers, convolutional neural networks, backpropagation.

Deep Learning 219

Deep Learning Statistics Analytics Machine Learning 219

Analytics Vidhya

NOVEMBER 19, 2019

Overview The attention mechanism has changed the way we work with deep learning algorithms Fields like Natural Language Processing (NLP) and even Computer Vision. The post A Comprehensive Guide to Attention Mechanism in Deep Learning for Everyone appeared first on Analytics Vidhya. Computer Vision Deep Learning NLP Python attention deep learning attention mechanism attention models deep learning NLP attention

Deep Learning 207

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Analytics Vidhya

NOVEMBER 6, 2019

Overview Deep learning is a vast field but there are a few common challenges most of us face when building models Here, we talk. The post 4 Proven Tricks to Improve your Deep Learning Model’s Performance appeared first on Analytics Vidhya.

Deep Learning 195

Deep Learning Modeling Unstructured Data Analytics 195

Analytics Vidhya

SEPTEMBER 2, 2019

Overview Learn how you can use computer vision and deep learning techniques to work with video data We will build our own video classification. The post Step-by-Step Deep Learning Tutorial to Build your own Video Classification Model appeared first on Analytics Vidhya. Computer Vision Deep Learning Python deep learning python Video Classification video data

Deep Learning 209

Deep Learning Modeling Analytics 209

Analytics Vidhya

DECEMBER 22, 2019

Overview A comprehensive look at the top machine learning highlights from 2019, including an exhaustive dive into NLP frameworks Check out the machine learning. The post 2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning! appeared first on Analytics Vidhya.

Deep Learning 159

Deep Learning Machine Learning Data Science Analytics 159

Analytics Vidhya

OCTOBER 21, 2019

Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how transfer learning works using. The post Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch appeared first on Analytics Vidhya.

Deep Learning 202

Deep Learning Machine Learning Analytics Modeling 202

Analytics Vidhya

JANUARY 29, 2020

Overview Activation function is one of the building blocks on Neural Network Learn about the different activation functions in deep learning Code activation functions. The post Fundamentals of Deep Learning – Activation Functions and When to Use Them? Deep Learning Intermediate Python Technique activation function binary step function leaky relu python relu sigmoid softmax tanh

Deep Learning 182

Deep Learning Analytics 182

DataFloq

JUNE 12, 2019

Deep learning is growing in both popularity and revenue. In this article, we will shed light on the different milestones that have led to the deep learning field we know today. Towards the end of the article, we will briefly touch on automated learning-to-learn algorithms and democratized deep learning (embedded deep learning in toolkits).

Deep Learning 217

Deep Learning Publishing Modeling Technology 217

Analytics Vidhya

DECEMBER 4, 2019

Overview Image augmentation is a super effective concept when we don’t have enough data with us We can use image augmentation for deep learning. The post Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images appeared first on Analytics Vidhya.

Deep Learning 159

Deep Learning Unstructured Data Analytics 159

Analytics Vidhya

MAY 22, 2019

Introduction We are in the midst of a deep learning revolution. Unprecedented success is being achieved in designing deep neural network models for building. The post Using the Power of Deep Learning for Cyber Security (Part 2) – Must-Read for All Data Scientists appeared first on Analytics Vidhya. Deep Learning cyber security deep learning Neural network

Deep Learning 199

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KDnuggets

DECEMBER 5, 2019

Deep learning models are revolutionizing the business and technology world with jaw-dropping performances in one application area after another. Read this post on some of the numerous composite technologies which allow deep learning its complex nonlinearity. 2019 Dec Tutorials, Overviews Deep Learning Gradient Descent Neural Networks Optimization

Deep Learning 83

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Analytics Vidhya

JANUARY 20, 2020

Overview Learn how to develop an end-to-end model for Automatic Music Generation Understand the WaveNet architecture and implement it from scratch using Keras Compare. The post Want to Generate your own Music using Deep Learning? Advanced Audio Audio Processing Deep Learning Python AI music composer AI music generator automatic music composition causal convolution dilated convolution music generation Wavenet wavenet implementation

Deep Learning 219

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KDnuggets

DECEMBER 27, 2019

2019 Dec Tutorials, Overviews Deep Learning Keras Neural Networks Overfitting Python Regularization Transfer LearningThis post outlines an attack plan for fighting overfitting in neural networks.

Deep Learning 79

Deep Learning 79

Analytics Vidhya

MAY 17, 2020

Overview Learn how to build your own Social Distancing Tool using your Deep Learning and Computer Vision skills Understand the State-of-the-Art architectures (SOTA) for. The post Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills appeared first on Analytics Vidhya.

Deep Learning 219

Deep Learning Analytics 219

Analytics Vidhya

DECEMBER 17, 2019

Introduction High-quality machine learning and deep learning content – that’s the piece de resistance our community loves. The post 20 Most Popular Machine Learning and Deep Learning Articles on Analytics Vidhya in 2019 appeared first on Analytics Vidhya. Analytics Vidhya Education Artificial Intelligence best github repositories Computer Vision data science deep learning Github machine learning Natural language processing python Time Series

Deep Learning 156

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Analytics Vidhya

OCTOBER 22, 2019

Introduction There are multiple ways to learn data science, machine learning and deep learning concepts. You can watch videos, read articles, enroll in courses, The post Exclusive Interview with Dr. Sunil Kumar Vuppala – A Deep Learning Expert and IoT Veteran appeared first on Analytics Vidhya. Career career data science career data science interview data science thought leader deep learning interviews

Deep Learning 156

Deep Learning IoT Machine Learning Analytics 156

Analytics Vidhya

JUNE 9, 2019

Introduction “I don’t want a full report, just give me a summary of the results” I have often found myself in this situation – The post Comprehensive Guide to Text Summarization using Deep Learning in Python appeared first on Analytics Vidhya.

Deep Learning 219

Deep Learning Reporting Analytics Modeling 219

Dataiku

MAY 21, 2019

If this month’s Google I/O conference is any indication , then incorporating machine learning (and deep learning) into existing products and processes to make them more efficient or useful is the future. From healthcare to sales , deep learning has wide applications; and with last week’s launch of Hailo ’s newest deep learning chip, they will only get wider. data science deep learning Education

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Deep Learning Machine Learning Sales Data Science 62

KDnuggets

OCTOBER 4, 2019

Find out what was presented at the 6th annual Deep Learning Summit in London where industry leaders, academics, researchers, and innovative startups presenting the latest technological advancements and industry application methods in the field of deep learning. 2019 Oct Opinions Deep Learning Europe RE.WORK Summit

Deep Learning 68

Deep Learning Technology 68

KDnuggets

SEPTEMBER 23, 2019

Our list of deep learning researchers and industry leaders are the people you should follow to stay current with this wildly expanding field in AI. From early practitioners and established academics to entrepreneurs and today’s top corporate influencers, this diverse group of individuals is leading the way into tomorrow’s deep learning landscape.

Deep Learning 87

Deep Learning 87

KDnuggets

JANUARY 10, 2020

Finding a deep learning model to perform well is an exciting feat. 2020 Jan Opinions Complexity Deep Learning Model Performance RegularizationBut, might there be other -- less complex -- models that perform just as well for your application? A simple complexity measure based on the statistical physics concept of Cascading Periodic Spectral Ergodicity (cPSE) can help us be computationally efficient by considering the least complex during model selection.

Deep Learning 81

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Analytics Vidhya

MARCH 22, 2020

Google Colab – Now Build Large Deep Learning Models on your Machine! Get Started with Google Colab for Machine Learning and Deep Learning appeared first on Analytics Vidhya. “Memory Error” – that all too familiar dreaded message in Jupyter notebooks. The post Free GPUs for Everyone! Beginner Resource colab colab python google colab introduction to google colab what is google colab

Deep Learning 196

Deep Learning Machine Learning Modeling Analytics 196

Analytics Vidhya

JUNE 14, 2020

Overview Adding an image behind a moving object is a classic deep learning project Learn how to add a logo in a video using. The post A Classic Deep Learning Project – How to Add an Image Behind Objects in a Video appeared first on Analytics Vidhya. Advanced Computer Vision Image Python Technique Unstructured Data advertisements arrays brand image processing NumPy opencv video analytics video data

Deep Learning 181

Deep Learning Advertising Unstructured Data Analytics 181

DataFloq

AUGUST 30, 2020

One discussion that warrants more attention is the growing relevance of deep learning in the currency markets of emerging economies. Industry analysts agree that artificial intelligence and big data have had a profound effect on the global financial industry.

Deep Learning 235

Deep Learning Marketing Modeling Statistics 235

Analytics Vidhya

FEBRUARY 13, 2020

The authors analyze four popular deep learning. Analyzing 4 Popular Deep Learning Architectures appeared first on Analytics Vidhya. Classification Computer Vision Image Intermediate Supervised Technique Unstructured Data CIFAR class sensitivity classification classification machine learning machine learning machine learning research ResNet

Deep Learning 209

Deep Learning Modeling Machine Learning Unstructured Data 209

Analytics Vidhya

JANUARY 6, 2020

Introduction What a time to be working in the deep learning space! 2019 was chock full of deep learning-powered developments and breakthroughs – it. The post A Comprehensive Learning Path for Deep Learning in 2020 appeared first on Analytics Vidhya.

Deep Learning 158

Deep Learning Analytics IT 158

KDnuggets

MARCH 19, 2020

2020 Mar Tutorials, Overviews CoLaboratory Deep Learning Jupyter PythonMany cloud providers, and other third-party services, see the value of a Jupyter notebook environment which is why many companies now offer cloud hosted notebooks that are hosted on the cloud. Let's have a look at 3 such environments.

Deep Learning 87

Deep Learning Data Processing 87

KDnuggets

AUGUST 1, 2019

2019 Aug News Deep Learning Deployment GPU Inference NVIDIAGetting trained neural networks to be deployed in applications and services can pose challenges for infrastructure managers. Challenges like multiple frameworks, underutilized infrastructure and lack of standard implementations can even cause AI projects to fail. This blog explores how to navigate these challenges.

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Deep Learning Modeling Management 83

KDnuggets

SEPTEMBER 24, 2019

Deep Learning is/has become the hottest skill in Data Science at the moment. There is a plethora of articles, courses, technologies, influencers and resources that we can leverage to gain the Deep Learning skills. 2019 Sep Opinions AI Coursera Courses Data Science Data Science Education Data Scientist Deep Learning edX Microsoft MIT MOOC Udacity

Deep Learning 87

Deep Learning Technology Data Science 87

KDnuggets

AUGUST 29, 2019

With the pervasive important of NLP in so many of today's applications of deep learning, find out how advanced translation techniques can be further enhanced by transformers and attention mechanisms. 2019 Aug Tutorials, Overviews Attention Deep Learning NLP Transformer

Deep Learning 87

Deep Learning 87

KDnuggets

NOVEMBER 12, 2019

In this guide, we’ll look at papers aimed at solving the problems of depth estimation using deep learning. 2019 Nov Tutorials, Overviews Deep Learning Neural Networks Research

Deep Learning 76

Deep Learning 76

KDnuggets

AUGUST 7, 2019

Learn about Artificial Neural Networks, Deep Learning, Recurrent Neural Networks and LSTMs like never before and use NLP to build a Chatbot! 2019 Aug Tutorials, Overviews Deep Learning Explained LSTM Neural Networks NLP Recurrent Neural Networks

Deep Learning 87

Deep Learning 87

KDnuggets

SEPTEMBER 9, 2019

In this article, we’ll look at research and model architectures that have been written and developed to do just that using deep learning. 2019 Sep Tutorials, Overviews Deep Learning NLP Speech

Deep Learning 84

Deep Learning Modeling 84

TDAN

AUGUST 6, 2019

Deep learning, as defined by MathWorks, is a system of artificial intelligence that is built around learning by example. Multiple industries have already understood the benefits that deep learning brings to their operational capabilities. Deep learning is best demonstrated by the implementation of the technology in self-driving cars, as well as medical research to detect […].

Deep Learning 67

Deep Learning Technology Metadata Data Architecture 67

KDnuggets

AUGUST 19, 2019

Learn how to use Keras to build a Recurrent Neural Network and create a Chatbot! 2019 Aug Tutorials, Overviews Chatbot Deep Learning Keras NLP PythonWho doesn’t like a friendly-robotic personal assistant?

Deep Learning 86

Deep Learning 86

Analytics Vidhya

SEPTEMBER 29, 2020

Deep Learning Intermediate blogathon deep learning history of neural networks neural networksThis article is part of the Data Science Blogathon. Introduction Neural networks are ubiquitous right now. Organizations are splurging money on hardware and talent.

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Deep Learning Data Science Analytics 274