In this online data science specialization, you will apply machine learning algorithms to real-world data, learn when to use which model and why, and improve the performance of your models. Beginning ...

Regression Using LightGBM. Dr. James McCaffrey of Microsoft Research presents a full-code, step-by-step tutorial on this powerful machine learning technique used to predict a single numeric value. By ...

Machine learning is a powerful tool, and like any tool, you’ll only get the most from it if you know precisely how to use it. This library of ten books opens the door to practical machine ...

Without machine learning, fraud detection, web search results, real-time ads, credit scoring, automation, and email spam filtering wouldn't be possible. Learn how to machine learn, for free!

Machine learning is a branch of artificial intelligence that includes methods, or algorithms, for automatically creating models from data. Unlike a system that performs a task by following ...

Learn about some of the best Python libraries for programming Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL).

The demo program loads a 200-item set training data and a 40-item set of test data into memory. Next, the demo trains a logistic regression model using raw Python, rather than by using a machine ...

I use Python 3 and Jupyter Notebooks to generate plots and equations with linear regression on Kaggle data. I checked the correlations and built a basic machine learning model with this dataset.

They also cover a number of common Python use cases, from machine learning to web back ends. Three of the courses are free; the others cost $39 and $49.99. Introduction to Computer Science and ...