Data Science
Showing 205–216 of 1255 results
Computer Vision: Python OCR & Object Detection Quick Starter
Quick Starter for Optical Character Recognition, Image Recognition Object Detection and Object Recognition using Python
Computer Vision: YOLO Custom Object Detection with Free Colab GPU
YOLO: Pre-Trained Coco Dataset and Custom Trained Coronavirus Object Detection Model with Google Colab GPU Training
Configure databases for optimal performance
Implement tasks for both IaaS and PaaS to maintain indexes, and statistics. Explore the automatic tuning features of Azure SQL Database. Control database-level configuration options. Explore Intelligent Query Processing.
Configure SQL Server resources for optimal performance
Choose the appropriate size and storage options for your Azure SQL databases. Configure server resources such as tempdb. Understand the usage of Resource Governor.
Continuous deployment for machine learning
Learn how to work with environments for continuous deployment of machine learning models.
Convert Categorical Variables into Quantitative Variables
This course will introduce basic methods to convert categorical variables into quantitative variables for analysis using Python. Without properly prepared data, your model is likely to be inaccurate or incomplete.
Copilot Foundations
Copilots are quickly becoming a popular way to use with AI models, automate tasks, and improve productivity. In this learning path, you'll explore options for adopting, using, and creating copilots.
Core of Data Science: Basic of Statistics
Introduction to statistics and probability
Core of Data science: Statistical Hypothesis Tests 1
Data science, Machine learning, statistical test, hypothesis, statistics
Create a web app that uses data to make decisions on the basketball court
Use JavaScript, Azure, GitHub, and Visual Studio Code to write a web app that helps the Tune Squad coach make data-based decisions on the basketball court, inspired by SPACE JAM: A NEW LEGACY.
Create and Alter DataFrame Indexes
In this course, you'll dive into DataFrame indexing with pandas. Follow Abby, a marketing analyst, as she navigates her marketing dataset. You'll learn reindexing, .loc, .iloc, data filtering techniques, and more through interactive demos.
Create and explore the Responsible AI dashboard for a model in Azure Machine Learning
Explore model explanations, error analysis, counterfactuals, and causal analysis by creating a Responsible AI dashboard. You'll create and run the pipeline in Azure Machine Learning using the Python SDK v2 to generate the dashboard.