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Issam Sebri
Issam Sebri

8 Followers

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Sep 16, 2021

Optiver Realized Volatility Prediction

Introduction Getting this far in my machine learning journey as student at Holbeton school is one of the most significant accomplishment in my studies. and in this blog post I’ll try to walk through my experience practicing what I’ve learned. I’ll try to apply many concepts I’ve got in the last…

5 min read

Optiver Realized Volatility Prediction
Optiver Realized Volatility Prediction

5 min read


May 16, 2021

Bitcoin time-series forecasting

Introduction When Bitcoin becomes the financial trend of the last few years, it is indisputable that many researchers and analysts seek to demystify this piece of technology as it conquers our daily financial lives. …

Machine Learning

6 min read

Bitcoin time-series forecasting
Bitcoin time-series forecasting
Machine Learning

6 min read


Apr 17, 2021

Deep learning Hyper-parameters tuning using GPy/GPyOpt

Introduction I remember when I started studying machine learning and saw this countless parameters, the first question jumped in my head, How can I find the exact needed value? at first I thought its a secret recipe private to a experienced deep learning practitioner. …

Machine Learning

6 min read

Deep learning Hyper-parameters tuning using GPy/GPyOpt
Deep learning Hyper-parameters tuning using GPy/GPyOpt
Machine Learning

6 min read


Feb 18, 2021

Transfer learning between ImageNet and CIFAR10

Abstract Machine learning is the fastest growing research subject, it is exactly what catches my attention as it does all over the world and in most fields: Industry, Medicine, Commerce, Real estate… It is the path and the title of every successful business out there. But the lack of data remains…

Machine Learning

5 min read

Transfer learning between ImageNet and CIFAR10
Transfer learning between ImageNet and CIFAR10
Machine Learning

5 min read


Feb 4, 2021

Deep convolutional neural network based on Krizhevsky et. al.‘s 2012 paper

Introduction The ImageNet Large Scale Visual Recognition Challenge — LSVRC described like one of the most known challenge in machine learning community, where many of university teams, researchers, and laboratories compete for the best Machine learning model capable recognizing set of high resolution images. …

Machine Learning

6 min read

Deep convolutional neural network based on Krizhevsky et. al.‘s 2012 paper
Deep convolutional neural network based on Krizhevsky et. al.‘s 2012 paper
Machine Learning

6 min read


Jan 14, 2021

Optimization techniques in machine learning.

Introduction In this article I try to give a quick overview of the optimization techniques in machine learning. This useful mechanics to build a robust, fast and efficient model. Feature scaling The name of this normalization method is quite obvious which refers to scale variable to be in the same range. It’s a…

Machine Learning

3 min read

Optimization techniques in machine learning.
Optimization techniques in machine learning.
Machine Learning

3 min read


Published in

Analytics Vidhya

·Jan 7, 2021

Activation function for Artificial Neural Network.

Introduction Activation function is the main computation core behind the artificial intelligence mostly for the Neural Network, and today will try to overview some of them by giving a short introduction and a clear example of the usual use case. Binary step function The Binary step function or the “Heaviside step function”, Is a…

Neural Networks

3 min read

Activation function for Artificial Neural Network.
Activation function for Artificial Neural Network.
Neural Networks

3 min read


Aug 23, 2020

What happened between requesting a website and showing back the page?

Typing the name of a web page and waiting a response back is our daily use of the internet and cover almost all our activities, between paying our bills asking for help and how to do this or that, reviewing our friends activities, and a lot more. But knowing what…

Http

5 min read

What happened between requesting a website and showing back the page?
What happened between requesting a website and showing back the page?
Http

5 min read


Jul 5, 2020

Grandfather learns about machine learning!

Recently, I participated in a brief discussion with my grandfather about “Machine learning”, the man hears a lot of trends in the media lately and he feels lost and ashamed of his ignorance about it. Good news for him, I take a good introduction in Holberton school on the subject…

Machine Learning

5 min read

Grandfather learns about machine learning!
Grandfather learns about machine learning!
Machine Learning

5 min read


May 26, 2020

Python3, Everything is object!

Introduction Everyone knows what’s an object, it’s a “thing” we can feel it and we can sense. In computer science not much different coming to data, they are “things” we can carries, transfers, stores and even deletes them. In Python there is a very known slogan that says everything is object…

Python3

4 min read

Python3, Everything is object!
Python3, Everything is object!
Python3

4 min read

Issam Sebri

Issam Sebri

8 Followers

Machine Learning enthusiast

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