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Category: Machine Learning

Writing Mathematical Expressions in Jupyter Notebooks

May 6, 2023 mrserverless

Being able to write mathematical expressions in Jupyter notebooks will make your notebooks standout. They will provide clearer equations and…

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Posted in: Algorithms, Machine Learning

Understanding Transformer Networks

mrserverless

In this article I will provide an overview to better understand transformer networks, one of the most important components of…

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Posted in: Machine Learning, Transformers

Data analysis with Python

January 11, 2023 andres Leave a comment

Data analysis is an essential part of any business or organization. It allows you to gain insights into your data,…

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Posted in: Machine Learning, Python

Decision Trees

January 8, 2023 mrserverless

Decision trees are a popular machine learning technique for classifying data. They are simple to understand, interpret, and visualize, and…

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Posted in: Algorithms, Classification, Machine Learning, Python

Support Vector Machines

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Support vector machines are a type of supervised learning algorithm that can be used for both classification and regression tasks.

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Posted in: Algorithms, Classification, Machine Learning, Python, Regression

Simple Linear Regression in Python

January 5, 2021 andres

One of the most basic machine learning techniques is simple linear regression. In this post I will cover how to…

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Posted in: Algorithms, Machine Learning, Regression

Greek Alphabet in a Jupyter Notebook

April 29, 2020 andres

I often want to use characters from the Greek Alphabet in a Jupyter Notebook, and I’m hoping you do too…

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Posted in: Machine Learning, Python

Building a Perceptron with Python

April 13, 2020 andres 1 Comment

One of the core building blocks of a neural network is the Perceptron, in this article we will be building…

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Posted in: Classification, Machine Learning, Python

Nearest neighbor algorithm with Python and Numpy

March 8, 2020 andres 1 Comment

In this tutorial we will learn how to implement the nearest neighbor algorithm using only Numpy. Additionally, we will also…

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Posted in: Classification, Machine Learning, Python

Recent Posts

  • Writing Mathematical Expressions in Jupyter Notebooks
  • Understanding Transformer Networks
  • Data analysis with Python
  • Decision Trees
  • Support Vector Machines
  • May 2023
  • January 2023
  • January 2021
  • December 2020
  • November 2020
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