Published 6/2022MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHzLanguage: English | Size: 2.77 GB | Duration: 6h 54m
latent Dirichlet allocation, out-of-core learning, LSTM, and so much more
What you'll learn
Text analysis
Image analysis
Embedding layers
Word embedding
Long short-term memory models
Sequence-to-vector models
Vector-to-sequence models
Bi-directional LSTM
Sequence-to-sequence models
Transfog words into feature vectors
frequency-inverse document frequency
Cleaning text data
Processing documents into tokens
Topic modeling with latent Dirichlet allocation
Decomposing text documents with LDA
Autoencoder
Numpy
Pandas
Tensorflow
Sennt Analysis
Matplotlib
out-of-core learning
Requirements
Basic Python and machine learning knowledge is required
Description
Interested in the field of Machine Learning, Deep Learning, and Artificial Intelligence