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Descriptive Statistics
Source: Image by the Author, created with Canva This article provides a sample of our book: “Descriptive statistics for data-driven decision making with Python” Author(s): Pratik Shukla, Roberto Iriondo Grab a full copy of our book ↓ Descriptive statistics for data-driven decision making with …
Genetic Algorithm (GA) Introduction with Example Code
Source: Derivative from qimono and comfreak on Pixabay An introduction to genetic algorithms, optimization, and implementations with code examples in Python Author(s): Sujan Shirol, Roberto Iriondo This tutorial will be diving into genetic algorithms in detail and explaining their implementation in Python. We will …
What is Deep Learning?
Source: Pixabay Diving into “what is deep learning” while providing an exciting and straightforward introduction to deep learning, how it works, and some example implementations Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as …
Random Number Generator Tutorial with Python
Image by the author, generated with Python to illustrate a random number generation in the scatterplot. Why are random numbers crucial in machine learning and data science? How do we build a random number generator for our projects? Author(s): Sujan Shirol, Roberto …
Gradient Descent for Machine Learning (ML) 101 with Python Tutorial
Author(s): Towards AI Team A three-dimensional wireframe plot of the unnormalized sin(x) function. | Source: Creative Commons by Wikimedia [1] A tutorial diving into the gradient descent algorithm for machine learning (ML) with Python Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is …
Best Masters Programs in Machine Learning (ML) for 2021
Author(s): Towards AI Team Source: Derivate from original on Pixabay, created with Photoshop. These are the best universities to pursue a master’s degree in machine learning, with research rankings in AI and machine learning research. Considering various factors such as the research …
Best Ph.D. Programs in Machine Learning (ML) for 2021
Derivate created with Photoshop. Best Ph.D. Programs in Machine Learning (ML) for 2021 These are the best universities to pursue a Ph.D. in machine learning, with research rankings in AI and machine learning research. Considering various factors such as the research areas, research …
Sentiment Analysis (Opinion Mining) with Python — NLP Tutorial
Source: Derivative from original by Engin Akyurt on Pixabay An in-depth NLP tutorial diving into sentiment analysis (opinion mining) with Python Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as well on Google Colab. Table of Contents …
Convolutional Neural Networks (CNNs) Tutorial with Python
Author(s): Towards AI Team Source: Pixabay Convolutional Neural Networks (CNNs) Tutorial with Python An in-depth tutorial on convolutional neural networks (CNNs) with Python Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as well on Google Colab. …
Best Machine Learning (ML) Books — Free and Paid — Editorial Recommendations
Source: Derivative from original, Photo by Patrick Robert Doyle on Unsplash Machine Learning, Editorial Best Machine Learning (ML) Books — Free and Paid — Editorial Recommendations For the past year, we have looked at over 8,371 machine learning (ML) books [1], and we have picked what we …
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