One LEGO at a Time: Explaining the Math of how Neural Networks Learn with Implementation from Scratch
Author(s): Omar U. Florez, Ph.D. A neural network is a clever arrangement of linear and non-linear modules. When we choose and connect them wisely, we have a powerful tool to approximate any mathematical function. For example one that separates classes with a non-linear …
20 Core Data Science Concepts for Beginners
Author(s): Benjamin Obi Tayo Ph.D. Review these foundational concepts for a job interview preparation or to refresh your understanding of the basics Continue reading on Towards AI » Published via Towards AI …
How Do Language Models Predict the Next Word?🤔
Author(s): Bala Priya C N-gram language models – an introduction Photo by Mick Haupt on Unsplash Have you ever guessed what the next sentence in the paragraph you’re reading would likely talk about? Have you ever noticed that while reading, you almost always …
Conditional Story Generation — Part 1
Author(s): Francesco Fumagalli Natural Language Processing Conditional Story Generation — Part 1 Helping story writers with text generation Picture by Min An from Pexels Natural Language Processing (NLP) is a wonderfully complex field, composed of two main branches: Natural Language Understanding (NLU) and Natural Language Generation …
Rebounding From The Pandemic… with AI
Author(s): Massimiliano Versace What Our Past Teaches Us About The Future Continue reading on Towards AI » Published via Towards AI …
Learn Programming While Assembling an On-Screen Christmas Tree
Author(s): Sumudu Tennakoon Programming A programming exercise for holiday learning and fun using Python and Julia with a practical comparison between the two languages. This article is to share some holiday joy with an educational value to computer programming enthusiasts and young …
Statistical Forecasting for Time Series Data Part 5: ARMA+GARCH model for Time Series Forecasting
Last Updated on December 26, 2020 by Editorial Team Author(s): Yashveer Singh Sohi Data Visualization Photo by Chris Liverani on Unsplash In these series of articles, the S&P 500 Market Index is analyzed using popular Statistical Model: SARIMA (Seasonal Autoregressive Integrated Moving Average), …
AI is Predicting Faster and More Accurate Weather Forecasts
Author(s): Louis (What’s AI) Bouchard Artificial Intelligence, News What if we could replace all this with artificial intelligence by analyzing weather patterns of the past 40 years to predict the future? On the left is the new paper’s “Deep Learning Weather Prediction” forecast. …
Statistical Modeling of Time Series Data Part 3: Forecasting Stationary Time Series using SARIMA
Author(s): Yashveer Singh Sohi Data Visualization Photo by Chris Liverani on Unsplash In these series of articles, the S&P 500 Market Index is analysed using popular Statistical Model: SARIMA (Seasonal Autoregressive Integrated Moving Average), and GARCH (Generalized AutoRegressive Conditional Heteroskedasticity). In the first …
Best Master’s Programs in Machine Learning (ML) for 2022
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 …
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