Spécialisation Modern Data Analytics with Python, Excel & Generative AI

1. Many believe that data visualization is just about making charts look pretty or adding colors to graphs. Others think that complex visuals always deliver deeper insights, or that anyone can create great visualizations with the right software. But here’s the reality: effective data visualization is about clarity, simplicity, and telling the right story without overwhelming your audience. Imagine being able to create visuals that not only look good but reveal key insights instantly – all with the power of Generative AI. [Grab the learners attention. This can be an interesting fact, statistic, or question that will engage the learner].

2. This course will help you cut through these misconceptions and equip you with tools and techniques to create impactful, accurate, and ethical data visualizations in less time than ever before. [insert main outcome]. 3. By completing this course, you'll be able to use Generative AI to automate repetitive visualization tasks, create compelling data stories, and ensure ethical AI practices in your visualizations – skills you can start applying the very next day to make more insightful, efficient decisions in your work. [insert the tangible benefits of taking this course that learners would be able to apply the next day at work] 4. By the end of this 2-hour long course, you will be able to: - Recognize the key principles of using Generative AI in data visualization to enhance clarity and storytelling. - Apply Generative AI techniques and tools to automate common data visualization tasks, streamlining the development process. - Assess case studies to evaluate the effectiveness and ethical considerations of Generative AI in data visualization workflows.

Tired of spending hours on tedious data cleaning? Imagine if AI could handle the heavy lifting for you, turning days of work into minutes. From detecting errors to organizing vast datasets, Generative AI can not only save you time but also elevate your data quality to new heights. Dive into this course to learn how to transform data prep from a chore into a game-changing advantage!

This short course was created to help you leverage Generative AI to simplify data cleaning and preparation, making workflows faster, more efficient, and accurate. By completing this course, you’ll gain hands-on knowledge of Generative AI techniques that can be immediately applied to improve your data preparation workflows. By the end of this 2.5-hour long course, you will be able to: - Identify common challenges in data cleaning and preparation that can be automated with Generative AI. - Apply Generative AI tools and techniques to automate repetitive data cleaning tasks, streamlining the data preparation process. - Evaluate the effectiveness of Generative AI in improving the efficiency and accuracy of data cleaning and preparation processes. - Implement specific Generative AI strategies in data cleaning workflows to minimize manual effort. This course is unique because it combines a practical, hands-on approach with real-world case studies, enabling you to directly apply AI tools and techniques to relevant data challenges. You’ll not only explore cutting-edge AI tools but also gain valuable insights into optimizing your data preparation processes through automated solutions. To be successful in this course, you should have a background in data handling and basic AI concepts. Experience with programming in Python and data preparation will be helpful to get the most out of the exercises. Throughout the course, you'll be assessed through a combination of practice quizzes, hands-on exercises, and a final graded assessment. These assessments are designed to ensure you've truly mastered the material and can apply your newfound knowledge to real-world scenarios. To succeed, stay engaged with the hands-on exercises, actively explore the Generative AI tools introduced, and take time to analyze the case studies provided. These activities will not only deepen your understanding but also equip you with actionable skills for immediate use in your data projects.

Have you ever wondered how AI can transform raw data into actionable insights? This short course was designed to help data scientists and professionals harness the power of ChatGPT for advanced data analysis. By completing this course, you'll learn how to apply the advanced features of Chat GPT to extract insights and generate comprehensive reports from complex data sets, giving you a competitive edge in data-driven decision-making.

By the end of this 3-hour long commitment, you will be able to: • recognize the advanced data analysis capabilities and features of ChatGPT • apply prompt engineering techniques to extract meaningful insights and generate reports from complex data sets using ChatGPT • implement best practices while using ChatGPT's advanced data analysis features in various real-world scenarios, and • analyze the data analytics outputs generated by ChatGPT to validate their accuracy and relevance before using these in real-world decision-making processes. This course is unique because it combines theoretical knowledge with practical applications, ensuring you can apply what you learn immediately in your work. To be successful in this project, you should have a background in basic data analysis concepts and familiarity with using the Chat GPT AI tool.