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. TensorFlow Deep Learning

Deep Learning 211

Deep Learning Marketing Analytics 211

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.

Deep Learning 167

Deep Learning Analytics 167

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!

Deep Learning 243

Deep Learning Modeling Unstructured Data Analytics 243

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? This question we’re sure most of you. appeared first on Analytics Vidhya.

Deep Learning 201

Deep Learning Modeling Machine Learning Analytics 201

Analytics Vidhya

FEBRUARY 16, 2020

Overview Check out 3 different types of neural networks in deep learning Understand when to use which type of neural network for solving a. The post CNN vs. RNN vs. MLP – Analyzing 3 Types of Neural Networks in Deep Learning appeared first on Analytics Vidhya.

Deep Learning 264

Deep Learning Analytics 264

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? Concepts like hidden layers, convolutional neural networks, backpropagation.

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Deep Learning Statistics Machine Learning Analytics 261

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.

Deep Learning 214

Deep Learning Analytics Modeling 214

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.

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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.

Deep Learning 225

Deep Learning Analytics 225

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 154

Deep Learning Modeling Unstructured Data Analytics 154

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.

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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.

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Deep Learning Machine Learning Analytics Modeling 190

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.

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Deep Learning Technology 91

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 84

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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 81

Deep Learning 81

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. data science deep learning Education

Deep Learning 81

Deep Learning Machine Learning Sales Data Science 81

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.

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Deep Learning 113

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

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Deep Learning Analytics 149

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.

Deep Learning 113

Deep Learning Data Processing 113

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.

Deep Learning 162

Deep Learning Machine Learning Analytics Data Science 162

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 133

Deep Learning Unstructured Data Analytics 133

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.

Deep Learning 200

Deep Learning Machine Learning Modeling Analytics 200

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 101

Deep Learning 101

Analytics Vidhya

FEBRUARY 13, 2020

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

Deep Learning 218

Deep Learning Modeling Machine Learning Unstructured Data 218

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.

Deep Learning 114

Deep Learning Technology Data Science 114

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 82

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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 114

Deep Learning 114

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 213

Deep Learning Reporting Analytics Modeling 213

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 111

Deep Learning Modeling 111

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 142

Deep Learning Modeling Analytics 142

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 171

Deep Learning Analytics IT 171

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 87

Deep Learning Metadata Data Architecture Technology 87

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 135

Deep Learning Modeling Analytics IT 135

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.

Deep Learning 84

Deep Learning Modeling Management 84

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 114

Deep Learning IoT Machine Learning Analytics 114

Dataiku

MAY 1, 2020

Deep learning is all the rage today, as major breakthroughs in the field of artificial neural networks in the past few years have driven companies across industries to implement deep learning solutions as part of their AI strategy.

Deep Learning 82

Deep Learning Strategy IT 82

Insight

MAY 14, 2020

In this post, I demonstrate how deep learning can be used to significantly improve upon earlier methods, with an emphasis on classifying short sequences as being human, viral, or bacterial. medicine insight-ai ai deep-learning genomics

Deep Learning 83

Deep Learning Statistics Modeling Publishing 83

Cloudera

OCTOBER 17, 2017

Deep learning is in the news. But deep learning is a tool that enterprises use to solve practical problems. In this blog, we provide a few examples that show how organizations put deep learning to work. Deep Learning in Action.

Deep Learning 77

Deep Learning Modeling Machine Learning Digital Transformation 77

KDnuggets

DECEMBER 3, 2019

With deep learning and AI on the forefront of the latest applications and demands for new business directions, additional education is paramount for current machine learning engineers and data scientists.

Deep Learning 65

Deep Learning Machine Learning 65

Domino Data Lab

JULY 10, 2019

New tools are constantly being added to the deep learning ecosystem. Beginning their analytical strategy with a data type abstraction allowed the Uber engineering team to better integrate deep learning best practices for model training, validation, testing and deployment.

Deep Learning 113

Deep Learning Modeling Data Processing Visualization 113

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

Domino Data Lab

AUGUST 22, 2019

Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn , Beyleveld , and Bassens. Learning word vectors for sentiment analysis.

Deep Learning 114

Deep Learning Modeling Metrics Machine Learning 114

KDnuggets

OCTOBER 10, 2019

We illustrate how to show the activation maps of various layers in a deep CNN model with just a couple of lines of code. 2019 Oct Tutorials, Overviews Architecture Deep Learning Neural Networks Python

Deep Learning 112

Deep Learning Modeling 112