AI and DS Skills

Introduction The choice of machine learning model depends on the nature of data for which we're trying to either perform classification or regression. There are mainly the following classes of data for which we build machine learning models Tabular ...

Predicting short-term market trends across different asset classes using Deep Learning ¶ In this notebook, we'll develop a Deep Learning model that tries to predict short-term market trends across different asset classes. Then, we will test the out-of-sample ...

Time-series data analysis using Deep Learning ¶ In this blog, we'll analyze stock prices of a company with the aim of predicting stock prices based on historical prices. The stock price levels have a structure that we want to ...

Have you ever had a conversation with a chatbot that made you feel like you were talking to a real person? Or perhaps you’ve been impressed with a search engine’s ability to anticipate your next query before you’ve even typed it into the search box? ...

In machine learning, where models sort things into categories, choosing the right way to measure their success is important. Accuracy, which is how often the model guesses correctly, is a popular choice. But there’s another option: F1-score. F1-score ...