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Deep Learning in Production: Laptop set up and system design

Deep Learning in Production: Laptop set up and system d...

Feb 11, 2025 0

An article course on how to write and deploy deep learning systems in production...

Deepfakes: Face synthesis with GANs and Autoencoders

Deepfakes: Face synthesis with GANs and Autoencoders

Feb 11, 2025 0

A closer look on Deepfakes: face sythesis with StyleGAN, face swap with Xceptio...

GANs in computer vision - semantic image synthesis and learning a generative model from a single image

GANs in computer vision - semantic image synthesis and ...

Feb 11, 2025 0

The sixth article-series of GAN in computer vision - we explore semantic image s...

GANs in computer vision - self-supervised adversarial training and high-resolution image synthesis with style incorporation

GANs in computer vision - self-supervised adversarial t...

Feb 11, 2025 0

The fifth article-series of GAN in computer vision - we discuss self-supervision...

A journey into Optimization algorithms for Deep Neural Networks

A journey into Optimization algorithms for Deep Neural ...

Feb 11, 2025 0

An overview of the most popular optimization algorithms for training deep neural...

How Transformers work in deep learning and NLP: an intuitive introduction

How Transformers work in deep learning and NLP: an intu...

Feb 11, 2025 0

An intuitive understanding on Transformers and how they are used in Machine Tran...

Introduction to Kubernetes with Google Cloud: Deploy your Deep Learning model effortlessly

Introduction to Kubernetes with Google Cloud: Deploy yo...

Feb 11, 2025 0

What is Kubernetes? What are the basic principles behind it? Why it might be the...

Scalability in Machine Learning: Grow your model to serve millions of users

Scalability in Machine Learning: Grow your model to ser...

Feb 11, 2025 0

Follow along with a small AI startup on its journey to scale from 1 to millions ...

How to use Docker containers and Docker Compose for Deep Learning applications

How to use Docker containers and Docker Compose for Dee...

Feb 11, 2025 0

Learn how to containerize a deep learning model using Docker. Start with the bas...

Transfer learning in medical imaging: classification and segmentation

Transfer learning in medical imaging: classification an...

Feb 11, 2025 0

What is transfer learning? How can it help us classify and segment different typ...

How Attention works in Deep Learning: understanding the attention mechanism in sequence models

How Attention works in Deep Learning: understanding the...

Feb 11, 2025 0

New to Natural Language Processing? This is the ultimate beginner’s guide to the...

How to use uWSGI and Nginx to serve a Deep Learning model

How to use uWSGI and Nginx to serve a Deep Learning model

Feb 11, 2025 0

Serving a Tensorflow model to users with Flask, uWSGI as a web server and Nginx ...

Deploy a Deep Learning model as a web application using Flask and Tensorflow

Deploy a Deep Learning model as a web application using...

Feb 11, 2025 0

How to expose a deep learning model, built with Tensorflow, as an API using Flas...

Deep learning in MRI beyond segmentation: Medical image reconstruction, registration, and synthesis

Deep learning in MRI beyond segmentation: Medical image...

Feb 11, 2025 0

How can deep learning revolutionize medical image analysis beyond segmentation? ...

Distributed Deep Learning training: Model and Data Parallelism in Tensorflow

Distributed Deep Learning training: Model and Data Para...

Feb 11, 2025 0

How to train your data in multiple GPUs or machines using distributed methods su...

How to train a deep learning model in the cloud

How to train a deep learning model in the cloud

Feb 11, 2025 0

How to create a VM instance in Google cloud, transfer a deep learning model and ...

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