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Data Science 2021: Data Science & Machine Learning in Python
by Ankit Mistry- 4.4
18.5 hours on-demand video
10) Recurrent Neural Network (RNNs): Theory behind Recurrent Neural Networks, Vanishing Gradient Problem, Working of LSTM and GRU, IMDB Review Classification with RNN - LSTM Classify IMDB Review using Recurrent Neural Network - LSTM...
$11.99
Natural Language Processing with Sequence Models
by Younes Bensouda Mourri , Łukasz Kaiser , Eddy Shyu- 4.5
Approx. 22 hours to complete
d) Use so-called ‘Siamese’ LSTM models to compare questions in a corpus and identify those that are worded differently but have the same meaning. LSTM Architecture LSTM Architecture LSTM equations (Optional)...
Implementing Deep Learning Algorithms with TensorFlow 2.0
by Packt Publishing- 3.8
2 hours on-demand video
You’ll learn various Deep Learning approaches such as CNN, RNN, and LSTM and implement them with TensorFlow 2....
$11.99
Keras: Deep Learning in Python
by Francisco Juretig- 3.7
10 hours on-demand video
In terms of the course curriculum, we cover most of what Keras can actually do: such as the Sequential model, the model API, Convolutional neural nets, LSTM nets, etc....
$13.99
PyTorch: Deep Learning with PyTorch - Masterclass!: 2-in-1
by Packt Publishing- 3.9
7.5 hours on-demand video
Start your journey with PyTorch to build useful & effective models with the PyTorch Deep Learning framework from scratch PyTorch: written in Python, is grabbing the attention of all data science professionals due to its ease of use over other libraries and its use of dynamic computation graphs. Build a Convolutional Neural Network (CNN) for image recognition....
$11.99
neural networks for sentiment and stock price prediction
by Dan We- 4
2.5 hours on-demand video
How to predict stock prices with neural networks and sentiment with neural networks. Machine learning hands on data scie Let's dive into data science with python and predict stock prices and customer sentiment. machine learning / ai ? How to learn machine learning in python? And what is transfer learning ? How to use it ?...
$12.99
Applied AI with DeepLearning
by Romeo Kienzler , Niketan Pansare , Tom Hanlon , Max Pumperla , Ilja Rasin- 4.4
Approx. 24 hours to complete
Designing the LSTM network in Keras Anatomy of a LSTM Node Sequence Classification with Keras LSTM Network...
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Natural Language Processing (NLP) in Python with 8 Projects
by Ankit Mistry- 4.2
10.5 hours on-demand video
13 : Automatic Text Generation using TensorFlow, Keras and LSTM In this section we will apply neural network based LSTM model to automatically generate text. Automatic Text Generation using TensorFlow, Keras and LSTM...
$11.99
Sequence Models
by Andrew NgTop Instructor , Kian KatanforooshTop Instructor , Younes Bensouda MourriTop Instructor- 4.8
Approx. 36 hours to complete
In the fifth course of the Deep Learning Specialization, you will become familiar with sequence models and their exciting applications such as speech recognition, music synthesis, chatbots, machine translation, natural language processing (NLP), and more. Recurrent Neural Networks Why Sequence Models? Notation Recurrent Neural Network Model Backpropagation Through Time Different Types of RNNs...
Machine Learning, incl. Deep Learning, with R
by Bert Gollnick- 4
15.5 hours on-demand video
Recurrent Neural Networks, especially LSTM...
$11.99