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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
• describe what a neural network is, what a deep learning model is, and the difference between them. • demonstrate an understanding of supervised deep learning models such as convolutional neural networks and recurrent networks. Introduction to Neural Networks and Deep Learning Introduction to Deep Learning Introduction to Neural Networks and Deep Learning...
Natural Language Processing with Sequence Models
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.5
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Approx. 22 hours to complete
a) Train a neural network with GLoVe word embeddings to perform sentiment analysis of tweets, c) Train a recurrent neural network to perform named entity recognition (NER) using LSTMs with linear layers, and If you’d like to prepare additionally, you can take Course 1: Neural Networks and Deep Learning of the Deep Learning Specialization....
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning
by Laurence Moroney- 4.7
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Approx. 30 hours to complete
To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization. Coding a Computer Vision Neural Network Designing the neural network Training the neural network Build a basic neural network in TensorFlow Train a neural network for a computer vision application Understand how to use convolutions to improve your neural network...
PyTorch: Deep Learning with PyTorch - Masterclass!: 2-in-1
by Packt Publishing- 3.9
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7.5 hours on-demand video
You will also be training a neural network to learn how to balance a pole all by itself, using Reinforcement Learning. The next project shows you how to predict character sequence using Recurrent Neural Networks (RNN) and Long Short Term Memory Network (LSTM). Build your neural network using Deep Learning techniques in PyTorch....
$11.99
Modern Deep Learning in Python
by Lazy Programmer Inc.- 4.6
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11.5 hours on-demand video
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. Know how to write a neural network with Numpy Apply adaptive learning rate procedures like AdaGrad, RMSprop, and Adam to backpropagation to train neural networks Build a neural network in Theano...
$19.99
Complete iOS Machine Learning Masterclass
by Yohann Taieb- 4.5
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7.5 hours on-demand video
The most comprehensive course on Machine Learning for iOS development. If you want to learn how to start building professional, career-boosting mobile apps and use Machine Learning to take things to the next level, then this course is for you. Develop an intuitive sense for using Machine Learning in your iOS apps...
$12.99
Introduction to Embedded Machine Learning
by Shawn Hymel , Alexander Fred-Ojala- 4.8
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Approx. 17 hours to complete
Thanks to this, running deep neural networks and other complex machine learning algorithms is possible on low-power devices like microcontrollers. This course will give you a broad overview of how machine learning works, how to train neural networks, and how to deploy those networks to microcontrollers, which is known as embedded machine learning or TinyML....
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Convolutional Neural Networks
by Andrew NgTop Instructor , Kian KatanforooshTop Instructor , Younes Bensouda MourriTop Instructor- 4.9
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Approx. 35 hours to complete
In the fourth course of the Deep Learning Specialization, you will understand how computer vision has evolved and become familiar with its exciting applications such as autonomous driving, face recognition, reading radiology images, and more. One Layer of a Convolutional Network Simple Convolutional Network Example Simple Convolutional Network Example *CORRECTION* Inception Network Motivation...
Machine Learning: Build neural networks in 77 lines of code
by Milo Spencer-Harper- 4.3
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1 hour on-demand video
Machine Learning and Artificial Intelligence for beginners. How to build a neural network in 77 lines of Python code. This is the expanded and improved video version of my blog post "How to build a neural network in 9 lines of Python code" which has been read by over 500,0000 students....
$12.99
Artificial Neural Networks [ Theory & Hands-On ]
by Academy of Computing & Artificial Intelligence- 4.5
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2 hours on-demand video
[Beginners Guide] Developing Artificial Neural Networks from Scratch & with a Framework The course will have step by step guidance for Artificial Neural network development in Python. Setting up the Environment for Artificial Neural Networks ( Python Machine Learning ) KERAS Tutorial - Developing an Artificial Neural Network in Python -Step by Step [Framework]...
$11.99
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