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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 …
Best Laptops for Deep Learning, Machine Learning, and Data Science for 2021
Source: Photo by Christian Wiediger on Unsplash For the past year, we have looked at over 2,000 laptops [8] and picked what we consider to be the best laptops for machine learning, data science, and deep learning for every budget — future proof your AI rig! …
Decision Trees in Machine Learning (ML) with Python Tutorial
Source: Image by Bela Geletneky from Pixabay Diving into decision trees in machine learning (ML) 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 Introduction Decision Tree Example …
Principal Component Analysis (PCA) with Python Examples — Tutorial
Source: Derivative from original by Radek Grzybowski on Unsplash An in-depth tutorial on principal component analysis (PCA) with mathematics and Python coding examples Author(s): Saniya Parveez, Roberto Iriondo This tutorial’s code is available on Github and its full implementation as well on Google Colab. …
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