KDnuggets

OCTOBER 13, 2023

A new deep learning framework built entirely in Rust that aims to balance flexibility, performance, and ease of use for researchers, ML engineers, and developers.

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Deep Learning Engineering Machine Learning 132

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 135

Deep Learning Machine Learning IT 135

KDnuggets

OCTOBER 31, 2022

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

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Deep Learning Machine Learning 143

KDnuggets

JULY 8, 2022

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

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Deep Learning IT 142

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 155

KDnuggets

NOVEMBER 7, 2022

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

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Deep Learning Machine Learning 136

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.

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Deep Learning Machine Learning Raw Data Data Ingestion 115

KDnuggets

APRIL 2, 2024

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

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Deep Learning Machine Learning 119

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 104

KDnuggets

SEPTEMBER 18, 2024

Medical imaging has been revolutionized by the adoption of deep learning techniques. The use of this branch of machine learning has ushered in a new era of precision and efficiency in medical image segmentation, a central analytical process in modern healthcare diagnostics and treatment planning.

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Medical Deep Learning Healthcare Algorithm 104

KDnuggets

JUNE 3, 2022

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

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Deep Learning Machine Learning 159

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.

Deep Learning 119

Deep Learning 119

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.

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Deep Learning Data Storage Data Data Management 121

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).

Deep Learning 118

Deep Learning Coding Python 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 103

Deep Learning Machine Learning 103

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 109

Deep Learning Machine Learning Accessible Accessibility 109

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.

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Deep Learning Project Building Portfolio 159

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.

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Deep Learning 146

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 144

Deep Learning Process Machine Learning 144

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 145

Deep Learning Cloud Python 145

KDnuggets

FEBRUARY 28, 2024

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

Deep Learning 144

Deep Learning Database IT 144

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.

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Deep Learning Python Machine Learning Programming Language 98

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

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.

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Deep Learning Machine Learning Data Science Data 115

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 136

Deep Learning AWS Datasets Data Preparation 136

KDnuggets

JANUARY 25, 2022

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

Deep Learning 124

Deep Learning Python 124

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 86

Deep Learning 86

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 134

Deep Learning Cloud 134

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 93

Deep Learning Coding Machine Learning Building 93

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

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 92

Deep Learning Machine Learning 92

KDnuggets

SEPTEMBER 23, 2023

Simple explanation of PyTorch and Lightning AI.

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Deep Learning Machine Learning 123

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 77

Deep Learning Algorithm IT 77

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 77

Deep Learning Education Data IT 77

KDnuggets

NOVEMBER 2, 2022

The Current State of Data Science Careers • 15 Free Machine Learning and Deep Learning Books • How to Make Python Code Run Incredibly Fast • Machine Learning on the Edge • Don't Become a Commoditized Data Scientist.

Deep Learning 92

Deep Learning Machine Learning Data Science Python 92

KDnuggets

OCTOBER 19, 2022

3 Valuable Skills That Have Doubled My Income as a Data Scientist • The Complete Free PyTorch Course for Deep Learning • 7 Free Platforms for Building a Strong Data Science Portfolio • Mathematics for Machine Learning: The Free eBook • 25 Advanced SQL Interview Questions for Data Scientists.

Deep Learning 97

Deep Learning Portfolio Machine Learning Data Science 97

KDnuggets

JUNE 19, 2023

In this article we will learn about its definition, differences and how to calculate FLOPs and MACs using Python packages.

Deep Learning 90

Deep Learning Python IT Machine Learning 90