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GenAI for Data Science Teams

This course aims to demystify the complexities surrounding GenAI, making it accessible for data science professionals to leverage these technologies for enhancing data augmentation, automating repetitive tasks, and model development.

In Partnership withCoursera
Aug, 2024
1h
Core
Data Science
1K Students

Course Overview

"GenAI for Data Science Teams" is an introductory course designed to bridge the gap between generative AI (GenAI) technologies and data science practices. This course aims to demystify the complexities surrounding GenAI, making it accessible for data science professionals to leverage these technologies for enhancing data augmentation, automating repetitive tasks, and model development. Through engaging content and practical applications, learners will gain a solid foundation in understanding how GenAI can revolutionize data handling, analysis, and model training processes.  Learners will explore the intersection of GenAI and data science, uncovering new opportunities for innovation and efficiency in their projects. The course covers the essential GenAI concepts tailored for data science applications, including data augmentation, synthetic data generation, automation of data preprocessing tasks, model development, and documentation. By the end of this course, learners will be equipped with the knowledge to creatively apply GenAI tools in their data science workflows, thereby enhancing their project outcomes and driving innovation within their teams. 

Skills you'll gain

Data PreprocessingEfficiencyInnovationProject OutcomesSynthetic Data Generation

What you'll learn

  • Acquire a working knowledge of GenAI tools and strategies for using them to increase team collaboration and efficiency. 
  • Master the integration of GenAI technologies in enhancing data analytics and model development. 
  • Apply GenAI tools practically in real-world data science scenarios to improve outcomes. 
  • Navigate ethical, legal, and societal implications of using GenAI in data science. 
  • Analyze potential ethical concerns that are inherent in using GenAI for data science teams, including how to navigate challenges and ensure responsible implementation of AI technologies in data science practices. 
  • Create a working framework for staying ahead of GenAI advancements. 

Who Should Attend

This course is designed for data science team leaders and their teams, including Data Science Managers, Team Leads, and Senior Data Scientists aiming to enhance leadership and innovation through GenAI. It also targets aspiring data scientists and IT professionals, and software engineers seeking to understand GenAI applications for cross-disciplinary innovation.

 

 

Prerequisites

Learners should have a fundamental understanding of data science principles and strategies and an eagerness to learn and adapt to new technologies. 

This course is designed to be accessible, but basic familiarity with the domain will help you get the most out of the advanced modules.

Curriculum

Explore the comprehensive, hands-on curriculum designed to build your expertise step by step.

Meet your instructors

Soheil Haddadi

Soheil Haddadi

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Reza Moradinezhad

Reza Moradinezhad

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Frequently Asked Questions

How much do the courses at Starweaver cost?

We offer flexible payment options to make learning accessible for everyone. With our Pay-As-You-Go plan, you can pay for each course individually. Alternatively, our Subscription-Based plan provides you with unlimited access to all courses for a monthly or yearly fee.

Do you offer any certifications upon completion of a course at Starweaver?

Yes, we do offer a certification upon completion of our course to showcase your newly acquired skills and expertise.

Does Starweaver offer any free courses or trials?

No, we don't offer any free courses, but we do offer 5-day trial only on our subscriptions-based plans.

Are Starweaver's courses designed for beginners or advanced students?

Our course is designed with three levels to cater to your learning needs - Core, Intermediate, and Advanced. You can choose the level that best suits your knowledge and skillset to enhance your learning experience.

What payment options are available for Starweaver courses?

We accept various payment methods such as major credit cards, PayPal, wire transfer, and company purchase orders. For more information related to payments contact customer support.

Do you offer refunds?

Yes, we do offer a 100% refund guarantee for our courses within a specified time frame. If you are not satisfied with the course, contact our customer support team to request a refund with your order details. Some restrictions may apply.

*Where courses have been offered multiple times, the “# Students” includes all students who have enrolled. The “%Recommended” shown is also based on this data.