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Amir Masoud Sefidian
2022-11-26
Categories
Artificial Intelligence
Computer Vision
Data Science
Deep Learning
Keras
Machine Learning
Mathematics
NLP
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
[…]
2022-07-19
Categories
Artificial Intelligence
Computer Vision
Deep Learning
Keras
Machine Learning
Python
Tensorflow
Understanding Transposed Convolution with Python example
25
mins read
Transposed Convolutions is a revolutionary concept for applications like image segmentation, super-resolution, etc but sometimes it becomes a little trickier
[…]
2022-05-10
Categories
Artificial Intelligence
Deep Learning
Machine Learning
NLP
Tensorflow
Understanding GloVe embedding with Tensorflow implementation
9
mins read
In this article, you will learn about GloVe, a very powerful word vector learning technique. This article will focus on
[…]
2022-05-09
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
[…]
2022-04-27
Categories
Artificial Intelligence
Deep Learning
Keras
Machine Learning
Python
Tensorflow
A tutorial on TensorFlow 2 and Keras: From basics to deep neural networks
49
mins read
Predictive modeling with deep learning is a skill that modern developers need to know. TensorFlow is the premier open-source deep
[…]
2022-02-24
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
[…]
2020-01-15
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
[…]
2019-08-19
Categories
Artificial Intelligence
Deep Learning
Keras
Machine Learning
NLP
Tensorflow
Implementing LSTM Networks in Python with Keras
27
mins read
A powerful and popular recurrent neural network is the long short-term model network or LSTM. It is widely used because
[…]
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
9
mins read
It can be difficult to understand how to prepare your sequence data for input to an LSTM model. Often there
[…]