KDnuggets

DECEMBER 11, 2019

We asked leading experts - what are the most important developments of 2019 and 2020 key trends in AI, Analytics, Machine Learning, Data Science, and Deep Learning? This blog focuses mainly on technology and deployment.

Deep Learning 79

Deep Learning Machine Learning Data Science Technology 79

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. As I discovered, deep learning is a powerful tool for short sequence classification and is likely to be useful in many other applications as well.

Deep Learning 98

Deep Learning Statistics Modeling Machine Learning 98

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.

Deep Learning 121

Deep Learning 121

O'Reilly on Data

MARCH 19, 2020

Our analysis of ML- and AI-related data from the O’Reilly online learning platform indicates: Unsupervised learning surged in 2019, with usage up by 172%. Deep learning cooled slightly in 2019, slipping 10% relative to 2018, but deep learning still accounted for 22% of all AI/ML usage.

Deep Learning 280

Deep Learning Machine Learning Data-driven Modeling 280

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.

Deep Learning 104

Deep Learning Modeling Technology IT 104

Analytics Vidhya

DECEMBER 16, 2019

Introduction NeurIPS is THE premier machine learning conference in the world. The post Decoding the Best Machine Learning Papers from NeurIPS 2019 appeared first on Analytics Vidhya. No other research conference attracts a crowd of 6000+ people in one place.

Machine Learning 222

Machine Learning Analytics Deep Learning 222

Analytics Vidhya

APRIL 3, 2019

Introduction GitHub repositories and Reddit discussions – both platforms have played a key role in my machine learning journey. The post Top 5 Machine Learning GitHub Repositories and Reddit Discussions from March 2019 appeared first on Analytics Vidhya. They have helped me develop.

Machine Learning 294

Machine Learning Analytics Deep Learning Data Science 294

Analytics Vidhya

JUNE 26, 2019

DataHack Summit 2019 Bringing Together Futurists to Achieve Super Intelligence DataHack Summit 2018 was a grand success with more than 1,000 attendees from various. The post Announcing DataHack Summit 2019 – The Biggest Artificial Intelligence and Machine Learning Conference Yet appeared first on Analytics Vidhya.

Machine Learning 232

Machine Learning Analytics Deep Learning 232

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.

Deep Learning 89

Deep Learning Technology 89

Analytics Vidhya

MAY 28, 2019

Introduction I love reading and decoding machine learning research papers. The post Decoding the Best Papers from ICLR 2019 – Neural Networks are Here to Rule appeared first on Analytics Vidhya. There is so much incredible information to parse through – a goldmine for us.

Machine Learning 299

Machine Learning Analytics Deep Learning 299

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.

Deep Learning 118

Deep Learning 118

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!

Deep Learning 120

Deep Learning 120

Data Science 101

SEPTEMBER 24, 2019

Is the list missing a project released in 2019? A number of new impactful open source projects have been released lately. Open Source Data Science Projects. If so, please leave a comment.

Data Science 104

Data Science Deep Learning Machine Learning Visualization 104

Analytics Vidhya

OCTOBER 10, 2019

The post 7 Amazing NLP Hack Sessions to Watch out for at DataHack Summit 2019 appeared first on Analytics Vidhya. Picture a world where: Machines are able to have human-level conversations with us Computers understand the context of the conversation without having to be.

Analytics 218

Analytics Deep Learning 218

KDnuggets

NOVEMBER 29, 2019

Where does Java stand in the world of artificial intelligence, machine learning, and deep learning? Learn more about how to do these things in Java, and the libraries and frameworks to use.

Deep Learning 112

Deep Learning Machine Learning 112

KDnuggets

DECEMBER 9, 2019

As we say goodbye to one year and look forward to another, KDnuggets has once again solicited opinions from numerous research & technology experts as to the most important developments of 2019 and their 2020 key trend predictions.

Deep Learning 81

Deep Learning Machine Learning Data Science Analytics 81

KDnuggets

OCTOBER 3, 2019

You won’t want to miss the opportunity to learn about the future of deep learning first-hand at ODSC West in San Francisco, Oct 29 - Nov 1. So don’t forget to register soon for 20% off.

Deep Learning 63

Deep Learning 63

O'Reilly on Data

MARCH 18, 2020

The new survey, which ran for a few weeks in December 2019, generated an enthusiastic 1,388 responses. Supervised learning is the most popular ML technique among mature AI adopters, while deep learning is the most popular technique among organizations that are still evaluating AI. But what kind?

Enterprise 314

Enterprise Deep Learning Data Governance Risk 314

Data Science 101

APRIL 29, 2019

Here is the latest data science news for the week of April 29, 2019. From Data Science 101. The Go Programming Language for Data Science Quick Video Tutorial for Find Updates in Azure Two-Minute Papers, One Pixel attack on NN. General Data Science. This article covers some tips for just that.

Data Science 81

Data Science Deep Learning Software Machine Learning 81

Data Science 101

DECEMBER 2, 2019

AWS re:Invent 2019 starts today. It is a large learning conference dedicated to Amazon Web Services and Cloud Computing. Based upon the announcements last week , there will probably be a lot of focus around machine learning and deep learning.

Deep Learning 64

Deep Learning Machine Learning IT Data Science 64

KDnuggets

NOVEMBER 12, 2019

In this guide, we’ll look at papers aimed at solving the problems of depth estimation using deep learning.

Deep Learning 95

Deep Learning 95

KDnuggets

NOVEMBER 4, 2019

The new release of PyTorch includes some impressive open source projects for deep learning researchers and developers.

Deep Learning 119

Deep Learning 119

KDnuggets

AUGUST 1, 2019

By mixing simple concepts of object-oriented programming, like functionalization and class inheritance, you can add immense value to a deep learning prototyping code.

Deep Learning 115

Deep Learning 115

KDnuggets

NOVEMBER 20, 2019

In this blog I will be demonstrating how deep learning can be applied even if we don’t have enough data.

Deep Learning 85

Deep Learning 85

KDnuggets

OCTOBER 15, 2019

In this research guide, we’ll look at deep learning papers aimed at synthesizing video frames within an existing video.

Deep Learning 80

Deep Learning 80

KDnuggets

JANUARY 15, 2020

This year’s NEURIPS-2019 Vancouver conference recently concluded and featured a dozen papers on disentanglement in deep learning. What is this idea and why is it so interesting in machine learning?

Deep Learning 50

Deep Learning Machine Learning IT 50

KDnuggets

SEPTEMBER 30, 2019

Also: 12 Deep Learning Researchers and Leaders; Natural Language in Python using spaCy: An Introduction; A Single Function to Streamline Image Classification with Keras; Which Data Science Skills are core and which are hot/emerging ones?; 6 bits of advice for Data Scientists.

Deep Learning 58

Deep Learning Data Science Analytics 58

Insight

SEPTEMBER 20, 2019

Discussion In this project, I used deep learning techniques to automatically detect lesion regions and classify the lesion, which can have both cost and time-saving benefits. Conclusions The deep learning model developed in this project can automatically detect lesions in the ultrasound images. and the recall is 0.85

Deep Learning 53

Deep Learning Cost-Benefit Testing Modeling 53

O'Reilly on Data

FEBRUARY 18, 2020

Growth is still strong for such a large topic, but usage slowed in 2018 (+13%) and cooled significantly in 2019, growing by just 7%. But sustained interest in cloud migrations—usage was up almost 10% in 2019, on top of 30% in 2018—gets at another important emerging trend. Still cloud-y, but with a possibility of migration.

Data-driven 340

Data-driven Software Statistics Marketing 340

KDnuggets

SEPTEMBER 24, 2019

In this article, we’ll look at a couple of papers aimed at solving the problem of automated speech recognition with machine and deep learning.

Deep Learning 104

Deep Learning 104

Cloudera

MARCH 13, 2019

A Data Scientist : Organizations who show how they improved analytics, delivered new actionable intelligence, or designed systems for distributed deep learning and artificial intelligence to the organization’s business and customers. Stay tuned for March 19, 2019 as the winners are unveiled at the Luminaries dinner in Barcelona.

Data Architecture 68

Data Architecture Deep Learning Machine Learning Big Data 68

Analytics Vidhya

JUNE 30, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon COVID-19 COVID-19 (coronavirus disease 2019) is a disease that causes respiratory. The post How to Detect COVID-19 Cough From Mel Spectrogram Using Convolutional Neural Network appeared first on Analytics Vidhya.

Data Science 399

Data Science Publishing Analytics Unstructured Data 399

KDnuggets

AUGUST 1, 2019

Getting 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 103

Deep Learning Modeling Management 103

KDnuggets

DECEMBER 11, 2019

AI, Analytics, Machine Learning, Data Science, Deep Learning Research Main Developments and Key Trends; Down with technical debt! Clean #Python for #DataScientists; Calculate Similarity?-?the the most relevant Metrics in a Nutshell.

Deep Learning 47

Deep Learning Machine Learning Data Science Metrics 47

KDnuggets

DECEMBER 27, 2019

This post outlines an attack plan for fighting overfitting in neural networks.

Deep Learning 103

Deep Learning 103

KDnuggets

NOVEMBER 19, 2019

Find out how data scientists and AI practitioners can use a machine learning experimentation platform like Comet.ml to apply machine learning and deep learning to methods in the domain of audio analysis.

Deep Learning 49

Deep Learning Machine Learning Experimentation 49

KDnuggets

AUGUST 14, 2019

Deep Learning Cheat Sheets; 12 NLP Researchers, Practitioners & Innovators You Should Be Following; Knowing Your Neighbours: Machine Learning on Graphs.

Deep Learning 57

Deep Learning Machine Learning 57