Search result for Deep learning models Online Courses & Certifications
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Introduction to Deep Learning & Neural Networks with Keras
by Alex Aklson- 4.7
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Approx. 8 hours to complete
This course will introduce you to the field of deep learning and help you answer many questions that people are asking nowadays, like what is deep learning, and how do deep learning models compare to artificial neural networks? • demonstrate an understanding of unsupervised deep learning models such as autoencoders and restricted Boltzmann machines. Deep Learning Models Deep Learning Models...
Natural Language Processing
by Luis Serrano , Jay Alammar , Arpan Chakraborty , Dana Sheahen- 0.0
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3 Months
Build probabilistic and deep learning models, such as hidden Markov models and recurrent neural networks, to teach the computer to do tasks such as speech recognition, machine translation, and more! Build models using probabilistic and deep learning techniques and apply them to speech recognition, machine translation, and more!...
Specialized Models: Time Series and Survival Analysis
by Mark J Grover , Miguel Maldonado- 4.5
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Approx. 11 hours to complete
This course introduces you to additional topics in Machine Learning that complement essential tasks, including forecasting and analyzing censored data. Deep Learning and Survival Analysis Forecasts Deep Learning - Part 1 Deep Learning - Part 2 Deep Learning - Part 3 Deep Learning Notebook - Part 1 Deep Learning Notebook - Part 2 Deep Learning for Forecasting Demo (Activity)...
Intel® Edge AI for IoT Developers
by Stewart Christie , Michael Virgo , Soham Chatterjee , Vaidheeswaran Archana- 0.0
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3 Months
Leverage the Intel® Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision and deep learning inference applications, and run pre-trained deep learning models for computer vision on-premise. Finally, you will use software tools to optimize deep learning models to improve performance of Edge AI systems....
$399
Introduction to Deep Learning
by Evgeny Sokolov , Зимовнов Андрей Вадимович , Alexander Panin , Ekaterina Lobacheva , Nikita Kazeev- 4.5
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Approx. 34 hours to complete
The course starts with a recap of linear models and discussion of stochastic optimization methods that are crucial for training deep neural networks. Linear models What Deep Learning is and is not Deep learning as a language Deep Learning for images Training tips and tricks for deep CNNs Deep learning for sequences...
Practical Machine Learning by Example in Python
by Madhu Siddalingaiah- 0.0
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8 hours on-demand video
A Deep Dive into Building Machine Learning and Deep Learning models Are you a developer interested in building machine learning and deep learning models? it's a step by step guide on creating machine learning models using Google colab. Build, train, and test deep learning models using the popular Tensorflow 2 and Keras APIs...
$12.99
Practical Machine Learning on H2O
by Darren Cook- 4.5
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Approx. 24 hours to complete
Even if you have no prior experience of machine learning, even if your math is weak, by the end of this course you will be able to make machine learning models using a variety of algorithms. We will be using linear models, random forest, GBMs and of course deep learning, as well as some unsupervised learning algorithms....
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Building Deep Learning Models with TensorFlow
by Samaya Madhavan , JEREMY NILMEIER , Romeo Kienzler , Alex Aklson- 4.4
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Approx. 13 hours to complete
In this course you’ll use TensorFlow library to apply deep learning to different data types in order to solve real world problems. Introduction to Deep Learning Deep Neural Networks Deep Neural Networks and TensorFlow Supervised Learning Models Supervised Learning Models (Cont'd) Unsupervised Deep Learning Models Unsupervised Deep Learning Models (Cont'd) and scaling...
Deep Learning with PyTorch
by Packt Publishing- 3.9
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4.5 hours on-demand video
Build useful and effective deep learning models with the PyTorch Deep Learning framework This video course will get you up-and-running with one of the most cutting-edge deep learning libraries: PyTorch. Along the way he nurtured his interests in Deep Learning by attending Coursera and Udacity MOOCs....
$11.99
Intro to Machine Learning with TensorFlow
by Cezanne Camacho , Mat Leonard , Luis Serrano , Dan Romuald Mbanga , Jennifer Staab , Sean Carrell , Josh Bernhard , Jay Alammar , Andrew Paster , Juan Delgado , Michael Virgo- 0.0
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3 months
Machine learning is changing countless industries, from health care to finance to market predictions. Currently, the demand for machine learning engineers far exceeds the supply. This program is designed to teach you foundational machine learning skills that data scientists and machine learning engineers use day-to-day. Then, use these skills to test and deploy machine learning models in a production environment....
