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Deep Learning courses 745

Learn Deep Learning online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 745 courses

Google Cloud

Build, Train and Deploy ML Models with Keras on Google Cloud

In Build, Train, and Deploy ML Models with Keras on Google Cloud, you’ll learn how to build machine learning models with TensorFlow and Keras, prepare large datasets for ML workflows, and deploy models at scale using Vertex AI.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Advanced

MathWorks

Advanced Deep Learning Techniques for Computer Vision

4.916 ratings

Visual inspection and medical imaging are two applications that aim to find anything unusual in images. In this course, you’ll train and calibrate specialized models known as anomaly detectors to identify defects. You’ll also use advanced techniques to overcome common data challenges with deep lear…

  • Coursera
  • 7.5 hours
  • Self-paced
  • Paid certificate

The Coding Train

Machine Learning with TensorFlow, ml5.js, and Spell

This series will show you how to train a machine learning model in the cloud with TensorFlow, python, and Spell. After training you can use the model in the browser with ml5.js and TensorFlow.js Thanks to guests Yining Shi and Nabil Hassein for lending their expertise and creativity! Spell! Spell i…

Video playlist
  • YouTube
  • 6 videos, 4.5 hours
  • Self-paced
  • Free video

Google Cloud

Intro to TensorFlow en Español

4.5137 ratings

Este curso se enfoca en aprovechar la flexibilidad y facilidad de uso de TensorFlow 2.x y Keras para compilar, entrenar e implementar modelos de aprendizaje automático. Aprenderá sobre la jerarquía de la API de TensorFlow 2.x y conocerá los componentes principales de TensorFlow mediante ejercicios…

  • Coursera
  • 4 semanas de estudio, de 8 a 10 horas por semana
  • Self-paced
  • Paid certificate

DeepLearning.AI

TensorFlow: Advanced Techniques

Expand your skill set and master TensorFlow

Learning path or series
  • Coursera
  • Self-paced
  • Paid certificate

DeepLearning.AI

Deep Learning

Become a Machine Learning expert

Learning path or series
  • Coursera
  • Self-paced
  • Paid certificate

DeepLearning.AI

TensorFlow: Data and Deployment

Continue developing your skills in TensorFlow as you learn to navigate through a wide range of deployment scenarios and discover new ways to use data more effectively when training your machine learning models. In this four-course Specialization, you’ll learn how to get your machine learning models…

Learning path or series
  • Coursera
  • Self-paced
  • Paid certificate

The Coding Train

Coding Train Live 178: Neuroevolution Steering Vehicles

In this video, I tackle neuroevolution steering vehicles. Timestamps: 0:00 Start! 5:20 Introduction 10:43 Rubik's Cube 19:31 Community Contributions 33:09 Neuroevolution Steering Vehicles 45:50 Planning The Neural Network Model 53:21 Code! Building The Neural Network 1:08:20 Dashlane (*sponsor) 1:2…

Free video
  • YouTube
  • 4 hours
  • Self-paced
  • Free video

Alison

Tensor Flow Machine Learning Models

3.216 ratings

This free online course in Tensor Flow machine learning models will begin by introducing you to the mathematical aspects of deep learning. You will also be introduced to the tensors encountered in machine learning practice, the key tensor operations in deep learning and the basics of training and r…

  • Alison
  • 5 hours
  • Self-paced
  • Free course
  • Paid certificate
  • Advanced

University of Illinois Urbana-Champaign

Deep Learning Methods for Healthcare

3.915 ratings

This course covers deep learning (DL) methods, healthcare data and applications using DL methods. The courses include activities such as video lectures, self guided programming labs, homework assignments (both written and programming), and a large project. The first phase of the course will include…

  • Coursera
  • This course is designed for 4 weeks, but it can be stretched out by the learner…
  • Self-paced
  • Paid certificate

Google Cloud

Attention Mechanism

4.251 ratings

This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. You will learn how attention works, and how it can be used to improve the performance of a variety of machine learning tasks, including machin…

  • Coursera
  • 1 week of study, 6-8 hours
  • Self-paced
  • Paid certificate

Google Cloud

Introduction to Convolutions with TensorFlow

This is a self-paced lab that takes place in the Google Cloud console. A convolution is a filter that passes over an image, processes it, and extracts features that show a commonality in the image. In this lab you'll see how they work, and try processing an image to extract features from it! You al…

  • Coursera
  • 50 minutes
  • Self-paced
  • Paid certificate

Alison

Machine Learning for Apps

3.530 ratings

This free course covers foundational Python, the language most predominantly used in machine learning (ML). The course will show you how to build a classification model from scratch to make predictions, using a world-famous data set to train the model. You'll create a neural network, capable of cla…

  • Alison
  • 6 hours
  • Self-paced
  • Free course
  • Paid certificate
  • Beginner

Google Cloud

Classify Images with TensorFlow Convolutional Neural Networks

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you'll learn about how to use convolutional neural networks to improve your image classification models.

  • Coursera
  • 75 minutes
  • Self-paced
  • Paid certificate

Google Cloud

Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes

This is a self-paced lab that takes place in the Google Cloud console. AutoML Vision helps developers with limited ML expertise train high quality image recognition models. In this hands-on lab, you will learn how to train a custom model to recognize different types of clouds (cumulus, cumulonimbus…

  • Coursera
  • 1 hour 30 minutes
  • Self-paced
  • Paid certificate

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