KDnuggets

APRIL 2, 2024

Dive into the 50 most popular deep-learning questions to get you ready for your interview.

Deep Learning 151

Deep Learning Machine Learning 151

KDnuggets

DECEMBER 10, 2021

Using deep learning techniques can help mathematicians develop intuitions about the toughest problems in the field.

Deep Learning 160

Deep Learning 160

KDnuggets

OCTOBER 31, 2022

How do we bridge this gap between deep learning and human cognitive ability?

Deep Learning 159

Deep Learning Machine Learning 159

KDnuggets

SEPTEMBER 19, 2024

1 [dev] and edited with Canva Pro The 10 GitHub Repository Education Series has been a hit among readers, so here is another list to help you master the basics of deep learning. This collection will guide you through understanding popular deep learning frameworks and various model architectures. Image generated with FLUX.1

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Deep Learning Education Architecture 128

KDnuggets

DECEMBER 1, 2023

Dive into the complete overview of MIT's TinyML and Efficient Deep Learning Computing course. Curious about optimizing AI for everyday devices? Explore strategies to make AI smarter on small devices. Read the full article for an in-depth look!

Deep Learning 155

Deep Learning Machine Learning 155

KDnuggets

JULY 25, 2022

Looking for a great course to go from machine learning zero to hero quickly? has released the latest version of Practical Deep Learning For Coders. And it won't cost you a thing.

Deep Learning 143

Deep Learning Machine Learning IT 143

KDnuggets

JULY 8, 2022

Bounding box deep learning has several benefits that make it well-suited for video annotation.

Deep Learning 148

Deep Learning IT 148

KDnuggets

NOVEMBER 7, 2022

Check out this second list of 15 FREE ebooks for learning machine learning and deep learning.

Deep Learning 147

Deep Learning Machine Learning 147

KDnuggets

JANUARY 4, 2023

Check out this solid plan for learning Data Science, Machine Learning, and Deep Learning. The entire plan is currently available at no cost to KDnuggets readers.

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Deep Learning Machine Learning Data Science Data 156

Cloudera

NOVEMBER 17, 2020

The approach to machine learning using deep learning has brought marked improvements in the performance of many machine learning domains and it can apply just as well to fraud detection. The research team at Cloudera Fast Forward have written a report on using deep learning for anomaly detection.

Deep Learning 118

Deep Learning Machine Learning Raw Data Data Ingestion 118

KDnuggets

MARCH 7, 2023

This brief guide illustrates how to use the Hydra library for ML experiments, especially in the case of deep learning-related tasks, and why you need this tool to make your workflow easier.

Deep Learning 116

Deep Learning Machine Learning 116

KDnuggets

JANUARY 26, 2023

Learn how to easily build, iterate and deploy a state-of-the-art deep learning model to predict customer ratings with a declarative approach to machine learning.

Deep Learning 133

Deep Learning Coding Machine Learning Building 133

ArcGIS

NOVEMBER 14, 2023

This blog details the new features and enhancements that were add for deep learning using the Image Analyst extension - for Pro 3.2.

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Deep Learning 122

KDnuggets

JUNE 3, 2022

Check out a this article for a better understanding of activation functions.

Deep Learning 159

Deep Learning Machine Learning 159

KDnuggets

NOVEMBER 12, 2021

The PyTorch Deep Learning framework has a C++ API for use on mobile platforms. This article shows an end-to-end demo of how to write a simple C++ application with Deep Learning capabilities using the PyTorch C++ API such that the same code can be built for use on mobile platforms (both Android and iOS).

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Deep Learning Coding Python 123

KDnuggets

MARCH 19, 2020

Many 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 160

Deep Learning Cloud Python 160

KDnuggets

NOVEMBER 22, 2021

PyTorch and TensorFlow are the two leading AI/ML Frameworks. In this article, we take a look at their on-device counterparts PyTorch Mobile and TensorFlow Lite and examine them more deeply from the perspective of someone who wishes to develop and deploy models for use on mobile platforms.

Deep Learning 160

Deep Learning 160

KDnuggets

FEBRUARY 28, 2024

Exploring the limitless possibilities of AI and making it context-aware.

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Deep Learning Database IT 157

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 126

Deep Learning Java Machine Learning 126

KDnuggets

MAY 12, 2022

By implementing the different NLP techniques into the production processes, compliance departments can maintain detailed checks and keep up with regulator demands.

Deep Learning 156

Deep Learning Process Machine Learning 156

Knowledge Hut

DECEMBER 26, 2023

As technology is evolving rapidly today, both Predictive Analytics and Machine Learning are imbibed in most business operations and have proved to be quite integral. Deep learning is a machine learning type based on artificial neural networks (ANN). TensorFlow is by far one of the most popular deep learning frameworks.

Deep Learning 98

Deep Learning Python Machine Learning Programming Language 98

KDnuggets

NOVEMBER 9, 2021

But this format is not optimized for deep learning work. In this article we are discussing that HDF5 is one of the most popular and reliable formats for non-tabular, numerical data. This article suggests what kind of ML native data format should be to truly serve the needs of modern data scientists.

Deep Learning 121

Deep Learning Data Storage Data Data Management 121

ArcGIS

NOVEMBER 15, 2023

Prepare your environment to run out-of-the-box deep learning geoprocessing tools in ArcGIS Pro. Machine learning is more accessible than ever with pre-trained models enabling you to extract data from your imagery.

Deep Learning 111

Deep Learning Machine Learning Accessibility Accessible 111

KDnuggets

AUGUST 25, 2022

Sponsored Post Deep learning has become essential knowledge for data scientists, researchers, and software developers. The R language APIs for Keras and TensorFlow Read more »

Deep Learning 116

Deep Learning Data 116

KDnuggets

JANUARY 25, 2022

Now in print! New edition of the bestselling original by François Chollet.

Deep Learning 151

Deep Learning Python 151

KDnuggets

JULY 17, 2023

The second edition of the book Neural Networks and Deep Learning is now available. This book covers both classical and modern models in deep learning. The book is intended to be a textbook for universities, and it covers the theoretical and algorithmic aspects of deep learning.

Deep Learning 107

Deep Learning Algorithm IT 107

KDnuggets

JANUARY 4, 2022

Here are 15 neural network projects you can take on in 2022 to build your skills, your know-how, and your portfolio.

Deep Learning 160

Deep Learning Project Building Portfolio 160

KDnuggets

DECEMBER 7, 2021

A lot of missing values in the dataset can affect the quality of prediction in the long run. Several methods can be used to fill the missing values and Datawig is one of the most efficient ones.

Deep Learning 158

Deep Learning AWS Datasets Data Preparation 158

ArcGIS

JUNE 14, 2023

Re-train a deep learning model using transfer learning in ArcGIS. Start with an Esri pre-trained model, then create more training samples.

Deep Learning 102

Deep Learning 102

KDnuggets

DECEMBER 8, 2021

We saw some standout advancements in AI, Analytics, Machine Learning, Data Science, Deep Learning Research this past year, and the future, starting with 2022, looks bright. 2021 has almost come and gone. As per KDnuggets tradition, our collection of experts have contributed their insights on the matter.

Deep Learning 127

Deep Learning Machine Learning Data Science Data 127

KDnuggets

SEPTEMBER 23, 2023

Simple explanation of PyTorch and Lightning AI.

Deep Learning 153

Deep Learning Machine Learning 153

KDnuggets

DECEMBER 24, 2021

Check out these key development issues and tips learned from personal experience when deploying a TensorFlow-based image classifier Streamlit app on a Heroku server.

Deep Learning 159

Deep Learning Cloud 159

KDnuggets

NOVEMBER 2, 2022

Data-centric learning resources are somewhat scattered today, and that’s why we developed a new Data Centric Deep Learning course on the co:rise education platform. It is an introduction to a set of approaches and best practices, for people who are trying to do deep learning in the wild.

Deep Learning 107

Deep Learning Education Data IT 107

KDnuggets

APRIL 27, 2022

Data-centric learning resources are somewhat scattered today, and that’s why we developed a new Data Centric Deep Learning course on the co:rise education platform. It is an introduction to a set of approaches and best practices, for people who are trying to do deep learning in the wild.

Deep Learning 106

Deep Learning Education Data IT 106

KDnuggets

FEBRUARY 14, 2022

Calculus is the key to fully understanding how neural networks function. Go beyond a surface understanding of this mathematics discipline with these free course materials from MIT.

Deep Learning 160

Deep Learning Machine Learning 160

ArcGIS

FEBRUARY 10, 2023

We will discusses what’s new for deep learning in the Image Analyst extension of ArcGIS Pro 3.1 release.

Deep Learning 98

Deep Learning Machine Learning 98

DoorDash Engineering

MARCH 12, 2024

This harnesses state-of-the-art deep learning (DL) algorithms through a novel two-layer ML architecture that provides precise ETA predictions from vast, real-world data sets for optimal robustness and generalizability. This is an evolution from our previous ETA modeling method [ 1 , 2 ] which focus more on long-tail minimization.

Deep Learning 89

Deep Learning Food Machine Learning Architecture 89