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Microsoft

Microsoft Generative AI for Data Analysis

Microsoft via Coursera Professional Certificate

Overview

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Unlock the transformative power of AI in data analysis with this Gen AI for Data Analysis Professional Certificate. Designed for both seasoned data professionals and aspiring analysts, this comprehensive program empowers you to leverage AI across the entire data lifecycle, streamlining processes and uncovering deeper insights crucial for career success. Key program features: Hands-on experience: engage in real-world projects for practical skill application Ethical AI practices: learn to implement AI responsibly and ethically Build a portfolio: Showcase your new skills with a robust portfolio You'll develop expertise in: Integrating AI tools into data analysis workflows Optimizing data processing and preparation with AI assistance Enhancing exploratory data analysis and uncover hidden insights Applying advanced analytical methods, including predictive modeling Creating dynamic visualizations and interactive dashboards Automating workflows through AI-powered code generation Upon completion, you'll be equipped to: Streamline data cleaning and preparation processes Uncover deeper insights from complex datasets Communicate findings more effectively through AI-enhanced visualizations Make data-driven decisions informed by AI-powered scenario analysis No prior experience with generative AI required, familiarity with data analysis concepts and basic programming skills is recommended. Join us to unlock the full potential of your data analysis capabilities.

Syllabus

Course 1: Introduction to Generative AI for Data Analysis
- Offered by Microsoft. This foundational course provides a comprehensive understanding of generative AI and its applications in data ... Enroll for free.

Course 2: Data Processing and Optimization with Generative AI
- Offered by Microsoft. This course focuses on advanced methods for data cleaning, preparation, and optimization using AI-assisted tools. ... Enroll for free.

Course 3: Advanced Data Analysis with Generative AI
- Offered by Microsoft. This course delves into sophisticated analytical methods, including predictive modeling, time-series forecasting, and ... Enroll for free.

Course 4: Data Visualization and Reporting with Generative AI
- Offered by Microsoft. This course focuses on creating impactful data visualizations and interactive dashboards that effectively communicate ... Enroll for free.

Course 5: Coding and Automation for Data Analysis with Generative AI
- Offered by Microsoft. This course teaches you to harness AI-powered tools for code generation, focusing on SQL, Python, and R for data ... Enroll for free.

Course 6: Scenario and Root Cause Analysis with Generative AI
- Offered by Microsoft. In this final course, you'll apply generative AI to scenario planning and root cause analysis. You'll learn to ... Enroll for free.

Courses

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Microsoft

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