Artificial Intelligence to Detect Hate Speech related Sinhala comments in Social Media
Author(s): Santhoopa Jayawardhana Deep Learning Using Deep learning models to detect Sinhala hate speech on social media Social Media has enabled us to share information in real-time. With the emerging digital culture, social media usage is constantly increasing. According to statistics, social media …
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 …
This AI can Colorize your Black & White Photos with Full Photorealistic Renders! (DeOldify)
Author(s): Louis (What’s AI) Bouchard This method is called DeOldify and works on pretty much any picture. If you don’t believe me, you can even try it yourself for free, as I… Continue reading on Towards AI » Published via Towards AI …
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. …
Building Complex Image Augmentation Pipelines with Tensorflow
Author(s): Dimitre Oliveira Source: https://www.kaggle.com/docs/tpu Using the Tensorflow data module to build a complex image augmentation pipeline. If you want to train your models with Tensorflow in the most efficient way you probably should use TFRecords and the Tensorflow data module to build your pipelines, but depending …
Natural Language Processing: Concepts and Workflow
Author(s): Bala Priya C Photo by Amador Loureiro on Unsplash With the huge influx of unstructured text data from a plethora of social media platforms , different forums and a whole wealth of documents, it’s evident that processing these sources of data to distill the information that they …
LIME — Explaining Any Machine Learning Prediction
Author(s): Chetan Ambi Take your first step towards explainable AI using LIME Continue reading on Towards AI » Published via Towards AI …
Google Colab 101 Tutorial with Python — Tips, Tricks, and FAQ
Author(s): Saniya Parveez, Roberto Iriondo Source: Derivative from original by Bongkarn Thanyakij on Pexels An in-depth tutorial on how to use Google Colab with Python, along with Colab’s tips, tricks, and FAQ This tutorial’s code is available on Github and its full implementation as …
Everyone Can Understand Machine Learning — Naive Bayes Classification
Author(s): Christopher Tao Let the algorithm guessing the sex of a person Continue reading on Towards AI » Published via Towards AI …
Mr. Market Has Already Prophesied How the Post-COVID World Will Look Like
Author(s): Ravi Shankar The market knows it all, and it has prepared itself for the post-Covid world using millions of data points, Have you? Source: image by Author “In life, unlike chess, the game continues after checkmate”–Isaac Asimov. Coronavirus took everyone by …
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