Diep leren (ook bekend als diep gestructureerd leren) maakt deel uit van een bredere familie van machine-leermethoden op basis van kunstmatige neurale netwerken met representatieleren. Leren kan onder toezicht, semi-begeleid of zonder toezicht plaatsvinden.
Diepe leerarchitecturen zoals diepe neurale netwerken, diepe geloofsnetwerken, terugkerende neurale netwerken en convolutionele neurale netwerken zijn toegepast op gebieden zoals computervisie, machine vision, spraakherkenning, natuurlijke taalverwerking, audioherkenning, filtering van sociale netwerken, automatische vertaling, bio-informatica, medicijnontwerp, medische beeldanalyse, materiaalinspectie en bordspelprogramma's, waarbij ze resultaten hebben opgeleverd die vergelijkbaar zijn met en in sommige gevallen de prestaties van menselijke experts overtreffen.
Kunstmatige neurale netwerken (ANNs) werden geïnspireerd door informatieverwerking en gedistribueerde communicatieknooppunten in biologische systemen. ANN's hebben verschillende verschillen met biologische hersenen. Met name neurale netwerken zijn meestal statisch en symbolisch, terwijl het biologische brein van de meeste levende organismen dynamisch (plastic) en analoog is.
Overzicht cursussen Deep learning
Doelgroep: Anyone interested in Deep Learning,Students who have at least high school knowledge in math and who want to start learning Deep Learning,Any intermediate level people who know the basics of Machine Le..
Bedrijf: Udemy
Duur:
22,5 uur in totaal
Richtprijs: €199.99
*** As seen on Kickstarter ***Artificial intelligence is growing exponentially. There is no doubt about that. Self-driving cars are clocking up millions of miles, IBM Watson is diagnosing patients better than armies of doctors and Google Deepmind's AlphaGo beat the World champion at Go - a game where intuition pla..
Meer info
Doelgroep: Python students eager to learn the latest Deep Learning Techniques with TensorFlow..
Bedrijf: Udemy
Duur:
14 uur in totaal
Richtprijs: €194.99
Welcome to the Complete Guide to TensorFlow for Deep Learning with Python! This course will guide you through how to use Google's TensorFlow framework to create artificial neural networks for deep learning! This course aims to give you an easy to understand guide to the complexities of Google's TensorFlow framework in ..
Meer info
Doelgroep: Students and professionals who want to take their knowledge of computer vision and deep learning to the next level,Anyone who wants to learn about object detection algorithms like SSD and YOLO,Anyone..
Bedrijf: Udemy
Duur:
15 uur in totaal
Richtprijs: €199.99
Latest update: Instead of SSD, I show you how to use RetinaNet, which is better and more modern. I show you both how to use a pretrained model and how to train one yourself with a custom dataset on Google Colab.This is one of the most exciting courses I’ve done and it really shows how fast and how far deep learning h..
Meer info
Doelgroep: Adult learners who want to get into the field of data science and big data,Students who are thinking of pursuing machine learning or data science,Students who are tired of boring traditional statistic..
Bedrijf: Udemy
Duur:
6,5 uur in totaal
Richtprijs: €199.99
This course is a lead-in to deep learning and neural networks - it covers a popular and fundamental technique used in machine learning, data science and statistics: logistic regression. We cover the theory from the ground up: derivation of the solution, and applications to real-world problems. We show you how one might..
Meer info
Doelgroep: People who are interested in data science, machine learning, statistics and artificial intelligence,People new to data science who would like an easy introduction to the topic,People who wish to advan..
Bedrijf: Udemy
Duur:
6,5 uur in totaal
Richtprijs: €199.99
This course teaches you about one popular technique used in machine learning, data science and statistics: linear regression. We cover the theory from the ground up: derivation of the solution, and applications to real-world problems. We show you how one might code their own linear regression module in Python.Linear re..
Meer info
Doelgroep: Students interested in machine learning - you'll get all the tidbits you need to do well in a neural networks course,Professionals who want to use neural networks in their machine learning and data sc..
Bedrijf: Udemy
Duur:
11,5 uur in totaal
Richtprijs: €199.99
This course will get you started in building your FIRST artificial neural network using deep learning techniques. Following my previous course on logistic regression, we take this basic building block, and build full-on non-linear neural networks right out of the gate using Python and Numpy. All the materials for this ..
Meer info
Doelgroep: Students and professionals who want to create word vector representations for various NLP tasks,Students and professionals who are interested in state-of-the-art neural network architectures like recu..
Bedrijf: Udemy
Duur:
12 uur in totaal
Richtprijs: €39.99
In this course we are going to look at NLP (natural language processing) with deep learning.Previously, you learned about some of the basics, like how many NLP problems are just regular machine learning and data science problems in disguise, and simple, practical methods like bag-of-words and term-document matrices.The..
Meer info
Doelgroep: Professionals and students with strong technical backgrounds who wish to learn state-of-the-art AI techniques..
Bedrijf: Udemy
Duur:
10,5 uur in totaal
Richtprijs: €29.99
This course is all about the application of deep learning and neural networks to reinforcement learning.If you’ve taken my first reinforcement learning class, then you know that reinforcement learning is on the bleeding edge of what we can do with AI.Specifically, the combination of deep learning with reinforcem..
Meer info
Doelgroep: Students, professionals, and anyone else interested in Deep Learning, Computer Vision, or NLP,Software Engineers and Data Scientists who want to level up their career..
Bedrijf: Udemy
Duur:
11,5 uur in totaal
Richtprijs: €119.99
*** NOW IN TENSORFLOW 2 and PYTHON 3 ***Learn about one of the most powerful Deep Learning architectures yet!The Convolutional Neural Network (CNN) has been used to obtain state-of-the-art results in computer vision tasks such as object detection, image segmentation, and generating photo-realistic i..
Meer info
Doelgroep: Anyone with an interest in Deep Learning and Self Driving Cars,Anyone (no matter the skill level) who wants to transition into the field of Artificial Intelligence,Entrepreneurs with an interest in wo..
Bedrijf: Udemy
Duur:
18 uur in totaal
Richtprijs: €199.99
Self-driving cars have rapidly become one of the most transformative technologies to emerge. Fuelled by Deep Learning algorithms, they are continuously driving our society forward and creating new opportunities in the mobility sector. Deep Learning jobs command some of the highest salaries in the development worl..
Meer info
Doelgroep: Students, professionals, and anyone else interested in Deep Learning, Time Series Forecasting, Sequence Data, or NLP,Software Engineers and Data Scientists who want to level up their career..
Bedrijf: Udemy
Duur:
11,5 uur in totaal
Richtprijs: €119.99
*** NOW IN TENSORFLOW 2 and PYTHON 3 ***Learn about one of the most powerful Deep Learning architectures yet!The Recurrent Neural Network (RNN) has been used to obtain state-of-the-art results in sequence modeling.This includes time series analysis, forecasting and natural language processing (NLP)...
Meer info
Doelgroep: Students in machine learning, deep learning, artificial intelligence, and data science,Professionals in machine learning, deep learning, artificial intelligence, and data science,Anyone interested in..
Bedrijf: Udemy
Duur:
8,5 uur in totaal
Richtprijs: €199.99
It’s hard to believe it's been been over a year since I released my first course on Deep Learning with NLP (natural language processing).A lot of cool stuff has happened since then, and I've been deep in the trenches learning, researching, and accumulating the best and most useful ideas to bring them back t..
Meer info
Doelgroep: Software engineers who are curious about data science and about the Deep Learning buzz and want to get a better understanding of it,Data scientists who are familiar with Machine Learning and want to d..
Bedrijf: Udemy
Duur:
10 uur in totaal
Richtprijs: €199.99
This course is designed to provide a complete introduction to Deep Learning. It is aimed at beginners and intermediate programmers and data scientists who are familiar with Python and want to understand and apply Deep Learning techniques to a variety of problems. We start with a review of Deep Learning applications and..
Meer info
Doelgroep: Students and professionals who want to deepen their machine learning knowledge,Data scientists who want to learn more about deep learning,Data scientists who already know about backpropagation and gra..
Bedrijf: Udemy
Duur:
11 uur in totaal
Richtprijs: €199.99
This course continues where my first course, Deep Learning in Python, left off. You already know how to build an artificial neural network in Python, and you have a plug-and-play script that you can use for TensorFlow. Neural networks are one of the staples of machine learning, and they are always a top contender in Ka..
Meer info
Doelgroep: Intermediate to Advanced Python Developers wanting to learn about Deep Learning with PyTorch..
Bedrijf: Udemy
Duur:
17 uur in totaal
Richtprijs: €199.99
Welcome to the best online course for learning about Deep Learning with Python and PyTorch!PyTorch is an open source deep learning platform that provides a seamless path from research prototyping to production deployment. It is rapidly becoming one of the most popular deep learning frameworks for Python. Deep integrati..
Meer info
Doelgroep: Aspiring data scientists,People interested in Machine Learning, Deep Learning, Business, and Artificial Intelligence,,Anyone who wants to learn how to code and build machine and deep learning algorith..
Bedrijf: Udemy
Duur:
6 uur in totaal
Richtprijs: €194.99
Data scientists, machine learning engineers, and AI researchers all have their own skillsets. But what is that one special thing they have in common?They are all masters of deep learning. We often hear about AI, or self-driving cars, or the ‘algorithmic magic’ at Google, Facebook, and Amazon. But it is not magic - ..
Meer info