A Gentle Introduction to PyTorch Library for Deep Learning

Analytics Vidhya

The post A Gentle Introduction to PyTorch Library for Deep Learning appeared first on Analytics Vidhya. Advanced Deep Learning Libraries Python PyTorch blogathon deep learning pytorch

Trim Videos with Deep Learning!

Analytics Vidhya

The post Trim Videos with Deep Learning! Advanced Deep Learning Project Python Structured Data Technique Videos blogathon google teachable machineArticleVideos This article was published as a part of the Data Science Blogathon.

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TensorFlow 2.0 Tutorial for Deep Learning

Analytics Vidhya

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

Intuition Behind Perceptron for Deep Learning

Analytics Vidhya

ArticleVideo Book Introduction Perceptron is one of the most fundamental concepts of deep learning which every data scientist is expected to master. The post Intuition Behind Perceptron for Deep Learning appeared first on Analytics Vidhya.

How to Evaluate ASR Solution Brief

There is a fundamental difference between 1st generation, 2nd generation, and modern-day ASR solutions that use 100% deep learning technology. Get the information you need to ensure your evaluation experience yields the data you need to make your purchasing decision.

Improving your Deep Learning model using Model Checkpointing- Part 1

Analytics Vidhya

ArticleVideo Book Introduction Deep learning is ubiquitous – whether it’s Computer Vision applications or breakthroughs in the field of Natural Language Processing, we are. The post Improving your Deep Learning model using Model Checkpointing- Part 1 appeared first on Analytics Vidhya.

A Comprehensive Guide to 21 Popular Deep Learning Interview Questions and Answers

Analytics Vidhya

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.

Why GPUs are more suited for Deep Learning?

Analytics Vidhya

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

Image Augmentation Techniques for Training Deep Learning Models

Analytics Vidhya

ArticleVideo Book Objective Image augmentation is an efficacious technique when we don’t have an ample amount of data for training a deep learning model. The post Image Augmentation Techniques for Training Deep Learning Models appeared first on Analytics Vidhya.

TensorFlow Serving: Deploying Deep Learning Models Just Got Easier!

Analytics Vidhya

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!

A Review of 2020 and Trends in 2021 – A Technical Overview of Machine Learning and Deep Learning!

Analytics Vidhya

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.

Generic ASR Will Never Be Accurate Enough for Conversational AI

What type of ASR is able to be tailored to your Conversational AI? It is an End to End Deep Learning ASR. This type of ASR can be trained with your audio data to make sure the intent is captured and the transcription is accurate for your use case. It can also be continually trained and improved to gain more accuracy and focus. Read this eBook to find out how a Conversational Al system determines the intent of the conversation and focuses on the important words.

Deep Learning 101: Beginners Guide to Neural Network

Analytics Vidhya

ArticleVideo Book Introduction If there is one area in data science that has led to the growth of Machine Learning and Artificial Intelligence in. The post Deep Learning 101: Beginners Guide to Neural Network appeared first on Analytics Vidhya.

Can you Lie to your Deep Learning Model?

Analytics Vidhya

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.

CNN vs. RNN vs. MLP – Analyzing 3 Types of Neural Networks in Deep Learning

Analytics Vidhya

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.

Getting into Deep Learning? Here are 5 Things you Should Absolutely Know

Analytics Vidhya

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.

Control the Mouse with your Head Pose using Deep Learning with Google Teachable Machine

Analytics Vidhya

The post Control the Mouse with your Head Pose using Deep Learning with Google Teachable Machine appeared first on Analytics Vidhya. Advanced Deep Learning blogathon google teachable machineThis article was published as a part of the Data Science Blogathon.

Improving your Deep Learning model using Model Checkpointing(Implementation)- Part 2

Analytics Vidhya

The post Improving your Deep Learning model using Model Checkpointing(Implementation)- Part 2 appeared first on Analytics Vidhya. Advanced Computer Vision Deep Learning Videos Model Checkpointing

Introduction and Implementation to Neural Style Transfer – Deep Learning

Analytics Vidhya

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.

New EPFL Algorithm Developed and Found in Deep Learning Software

DataFloq

PyTorch, an open-source machine learning library is majorly used for applications related to natural language processing (NLP) and computer vision. Deep learning is a part of a much broader family in machine learning methods.

A Comprehensive Guide to Attention Mechanism in Deep Learning for Everyone

Analytics Vidhya

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

A Quick Guide to Setting up a Virtual Environment for Machine Learning and Deep Learning on macOS

Analytics Vidhya

The post A Quick Guide to Setting up a Virtual Environment for Machine Learning and Deep Learning on macOS appeared first on Analytics Vidhya. Deep Learning Intermediate Machine Learning Technique blogathon macos Virtual Environment

Generate Background Blur using Deep Learning in Python with this Simple Tutorial

Analytics Vidhya

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.

4 Proven Tricks to Improve your Deep Learning Model’s Performance

Analytics Vidhya

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.

Step-by-Step Deep Learning Tutorial to Build your own Video Classification Model

Analytics Vidhya

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

Baseline for Policy Gradients that All Deep Learning Enthusists Must Know

Analytics Vidhya

Introduction Photo by Kevin Ku on Unsplash Deep reinforcement learning has a variety of different algorithms that solves many types of complex problems in. The post Baseline for Policy Gradients that All Deep Learning Enthusists Must Know appeared first on Analytics Vidhya.

2019 In-Review and Trends for 2020 – A Technical Overview of Machine Learning and Deep Learning!

Analytics Vidhya

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 vs Machine Learning: How an Emerging Field Influences Traditional Computer Programming

DataFloq

That might explain why it's so difficult to separate deep learning from machine learning as a whole. Everything from automated manufacturing worfklows to personalized digital medicine could potentially grow to rely on deep learning technology.

Deep Learning for Everyone: Master the Powerful Art of Transfer Learning using PyTorch

Analytics Vidhya

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.

20 Most Popular Machine Learning and Deep Learning Articles on Analytics Vidhya in 2019

Analytics Vidhya

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: Past and Future

DataFloq

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).

Fundamentals of Deep Learning – Activation Functions and When to Use Them?

Analytics Vidhya

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

Using the Power of Deep Learning for Cyber Security (Part 2) – Must-Read for All Data Scientists

Analytics Vidhya

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

Your Social Distancing Detection Tool: How to Build One using your Deep Learning Skills

Analytics Vidhya

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.

Image Augmentation for Deep Learning using PyTorch – Feature Engineering for Images

Analytics Vidhya

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.

Free GPUs for Everyone! Get Started with Google Colab for Machine Learning and Deep Learning

Analytics Vidhya

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.

Enabling the Deep Learning Revolution

KDnuggets

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

Want to Generate your own Music using Deep Learning? Here’s a Guide to do just that!

Analytics Vidhya

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

Is Class Sensitivity Model Dependent? Analyzing 4 Popular Deep Learning Architectures

Analytics Vidhya

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?

Fighting Overfitting in Deep Learning

KDnuggets

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.

New Deep Learning Systems Profoundly Disrupt Fleet Management Operations

Smart Data Collective

Deep learning tech is influencing and enhancing many industries, promising to provide insights into key business operations which were not previously possible to unearth. One of the biggest applications of this technology lies with using deep learning to streamline fleet management.

Exclusive Interview with Dr. Sunil Kumar Vuppala – A Deep Learning Expert and IoT Veteran

Analytics Vidhya

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

Fraud Detection using Deep Learning

Cloudera

One of the many areas where machine learning has made a large difference for enterprise business is in the ability to make accurate predictions in the realm of fraud detection. The research team at Cloudera Fast Forward have written a report on using deep learning for anomaly detection.