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Amir Masoud Sefidian
2023-03-26
Categories
Artificial Intelligence
Computer Vision
Data Science
Deep Learning
Keras
Machine Learning
Mathematics
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PyTorch
Tensorflow
Coursera Deep Learning Specialization Notes
3
mins read
A couple of years ago I completed Deep Learning Specialization taught by AI pioneer Andrew Ng. I found this series
[…]
2020-05-09
Categories
Artificial Intelligence
Deep Learning
Keras
Machine Learning
NLP
Tensorflow
Understanding Word2vec embedding with Tensorflow implementation
15
mins read
This article is going to be about Word2vec algorithms. Word2vec algorithms output word vectors. Word vectors, underpin many of the
[…]
2019-08-19
Categories
Artificial Intelligence
Deep Learning
Keras
Machine Learning
Tensorflow
How to reshape Input Data for Long Short-Term Memory (LSTM) Networks in Keras
8
mins read
Preparing sequence data for an LSTM model can pose a challenge, particularly when it comes to defining the input layer
[…]
2019-02-24
Categories
Artificial Intelligence
Deep Learning
Keras
Machine Learning
Python
Tensorflow
Understanding 1D, 2D, and 3D convolutional layers in deep neural networks
21
mins read
In deep learning, convolutional layers have been major building blocks in many deep neural networks. The design was inspired by
[…]
2019-01-15
Categories
Artificial Intelligence
Computer Vision
Deep Learning
Machine Learning
Python
Tensorflow
Understanding Object Detection using YOLO with Python implementation
21
mins read
Introduction How easy would our life be if we simply took an already designed framework, executed it, and got the
[…]
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