Overview
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According to a 2023 Gartner study, 67% of mature organizations are creating new roles fo GenAI and 87% of these organizations have a dedicated AI team. Copilot for Data Science is tailored to help existing and aspiring data scientists prepare for these roles, through a robust specialization designed to integrate Generative AI (GenAI) into everyday data science practices.
This program provides a strategic advantage by delving into how GenAI can transform data tasks such as preparation, cleaning, analysis, and visualization. By mastering these advanced techniques, you'll be able to enhance data quality, create synthetic datasets, and automate complex processes—ultimately driving more accurate and actionable insights.
Copilot for Data Science is more than just a learning resource; it's a gateway to leveraging GenAI for tangible improvements in your work. It prepares you to tackle data security issues, streamline workflows, and communicate insights effectively to diverse audiences. Whether you're an executive aiming to steer your organization’s AI strategy, a team lead optimizing your team's performance, or an individual contributor seeking to boost productivity, this specialization will equip you to harness the power of AI and excel in the ever-evolving data landscape.
No prerequisites are required. Ready to transform your data science capabilities with the power of Generative AI? Enroll today and start your journey to mastering AI-driven data science.
Syllabus
- Course 1: Generative AI for Data Science with Copilot
- Course 2: Data Preparation and Evaluation with Copilot
- Course 3: Data Analysis, Visualization, and Communication with Copilot
Courses
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This course will help you to transform complex data into actionable insights and compelling stories using Microsoft Copilot. You'll learn cutting-edge generative AI techniques for data analysis, visualization, and communication, enabling you to uncover hidden patterns, create impactful visuals, and effectively convey your findings to diverse audiences. Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.
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This course prepares you to use Microsoft Copilot for data preparation and evaluation tasks. You'll learn how to leverage Copilot's generative AI and natural language processing capabilities to streamline your workflow, ensure data quality, and generate valuable insights, ultimately making you a more efficient and effective data professional. Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.
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This course provides a comprehensive introduction to Generative AI in data science. You'll explore the foundational concepts of generative AI, including GANs, VAEs, and Transformers, and discover how Microsoft Copilot leverages these models to streamline data science workflows. You'll gain hands-on experience using Microsoft Copilot to implement generative AI solutions, ultimately enhancing your data science toolkit and preparing you for the future of AI-driven data analysis. Required Course Materials: A Copilot license is required to complete this course. If you don’t have a Microsoft 365 Personal or Family license, you can start a free 30-day trial using the link provided in the course.
Taught by
Microsoft