Blog - Amir Masoud Sefidian, Data Science, Machine Learning, Artificial Intelligence, Deep Learning, Data Analysis

2020-01-18

How to use tense of English verbs in different sections of a scientific article

6 mins read One of the concerns of the researchers writing in English is choosing the correct tense for the verbs. In many […]

2020-01-16

A tutorial on derivatives: definitions, notation, and rules

28 mins read A derivative is a function that measures the slope. It depends upon x in some way and is found by […]

2020-01-16

Common regression loss functions with Python code

14 mins read All the algorithms in machine learning rely on minimizing or maximizing a function, which we call “objective function”. The group […]

2020-01-15

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 […]

2020-01-14

Understanding the fundamentals of Deep Learning and Convolution Neural Networks with Keras codes

55 mins read Introduction Did you know the first neural network was discovered in the early 1950s? Deep Learning (DL) and Neural Network […]

2020-01-13

RCNN, Fast RCNN, and faster RCNN algorithms for Object Detection Explained

23 mins read Table of Contents A Simple Way of Solving an Object Detection Task (using Deep Learning) Understanding Region-Based Convolutional Neural Networks […]

2020-01-11

A tutorial on Transfer Learning using PyTorch

21 mins read Overview The art of transfer learning could transform the way you build machine learning and deep learning models Learn how […]

2020-01-08

Learn PyTorch basics step by step

29 mins read Introduction PyTorch is the fastest-growing Deep Learning framework and it is also used by Fast.ai in its MOOC, Deep Learning for Coders, and its library. PyTorch is also […]

2020-01-08

PyTorch Graphs, Automatic Differentiation, and Autograd

14 mins read Table of content: Understanding Graphs, Automatic Differentiation, and AutogradBuilding Your First Neural NetworkGoing Deep with PyTorchMemory Management and Using Multiple […]

2020-01-07

Python Data Structures and operations time complexity

< 1 min Here is a list of references for the time complexity of operations in different Python Data structures: https://intellipaat.com/blog/tutorial/python-tutorial/data-structures-with-python-cheat-sheet/ https://cooervo.github.io/Algorithms-DataStructures-BigONotation/index.html https://wiki.python.org/moin/TimeComplexity […]

2020-01-07

How to use tense of English verbs in different sections of a scientific article

A tutorial on derivatives: definitions, notation, and rules

Common regression loss functions with Python code

Understanding Object Detection using YOLO with Python implementation

Understanding the fundamentals of Deep Learning and Convolution Neural Networks with Keras codes

RCNN, Fast RCNN, and faster RCNN algorithms for Object Detection Explained

A tutorial on Transfer Learning using PyTorch

Learn PyTorch basics step by step

PyTorch Graphs, Automatic Differentiation, and Autograd

Python Data Structures and operations time complexity

PyTorch Quick Tutorial

Git Rebase Tutorial

Git Branching Workflows Tutorial

A tutorial on Histogram of Oriented Gradients (HOG) Feature Descriptor in Computer Vision with Python code

Hough Transform implementation in Python