You might have heard the sentence which states that “everything is an object in Python”. This course will teach you how to approach the object-oriented paradigm in Python and how to implement it in practice.

Dive deep into classification methods in machine learning. Understand common challenges and solutions for effectively classifying data across various industries and applications.

Explore various classification algorithms, their applications, and techniques for model evaluation.

Discover how to classify Yelp reviews using sentiment analysis. Learn how to apply machine learning models to categorize reviews as positive, negative, or neutral, and gain insights into customer satisfaction and business reputation.

Dive into classification techniques with PyTorch. Learn how to build and train machine learning models for classifying data into categories with hands-on projects using neural networks.

Learn about the information available to help you understand your data landscape and know your data.

As an ornithologist, you study the behavior, physiology, and conservation of birds and bird habitat. Your work often involves surveying, recording, and reporting on bird activity. You want to build a machine learning model that will identify a bird in an image by species, to help with gathering data. In this module, you use Azure AI Custom Vision to create a model to identify species of birds!

Image classification is used to determine the main subject of an image. You can use the Azure AI Custom Vision services to train a model that classifies images based on your own categorizations.

Image classification is a common workload in artificial intelligence (AI) applications. It harnesses the predictive power of machine learning to enable AI systems to identify real-world items based on images.

Understand how to classify images of cats and dogs using Histogram of Oriented Gradients (HOG) features and Support Vector Machines (SVM). Learn the basics of image classification and machine learning.

This course will teach you the essentials of working with Anthropic's Claude 3 API, from setup and authentication to making requests, versioning, and troubleshooting. You'll also learn how it compares to other popular language models.

Integrate Claude 3 into your applications. This course will teach you to seamlessly incorporate Claude 3 into your systems for enhanced AI capabilities.