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Microsoft Copilot for Data Science Specialization is a comprehensive program designed to enhance your data science capabilities using AI-powered tools. This specialization focuses on leveraging Microsoft Copilot to automate tasks, generate code, and streamline data workflows, allowing you to focus on higher-level data analysis and decision-making1.
Key Features and Learning Outcomes
The specialization consists of three courses that cover various aspects of data science, including generative AI, data preparation, and data analysis. Here are some key features and learning outcomes:
Generative AI for Data Science: Learn to define and differentiate types of generative AI models, use Microsoft Copilot to generate code, analyze data, and build generative models. Identify practical use cases for generative AI in data science, such as data augmentation and anomaly detection1.
Data Preparation and Evaluation: Assess and improve data quality using Copilot's analysis tools, generate synthetic datasets, and automate tasks like formatting, deduplication, and standardization. Develop strategies for integrating Copilot into existing data workflows1.
Data Analysis, Visualization, and Communication: Utilize Microsoft Copilot for in-depth data analysis and forecasting, generate clear and engaging data visualizations, and craft persuasive reports and presentations tailored for both technical and non-technical stakeholders2.
Overview of Copilot for Data Science and Data Engineering in …
Mar 31, 2025 · Copilot for Data Science and Data Engineering is an AI assistant that helps analyze and visualize data. It works with Lakehouse tables and files, Power BI Datasets, and pandas/spark/fabric dataframes to provide answers and code snippets directly in a notebook.
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Nov 26, 2024 · In the following sections, we will explain the basic architecture of GitHub Copilot and present some data engineering use cases that can aid in solving challenges like data lineage, code documentation, and refactoring.
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Feb 20, 2023 · GitHub Copilot, a new AI-powered code suggestion tool developed by GitHub and OpenAI, has the potential to revolutionize the way data engineers work. With its ability to provide real-time...
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