Leap Ahead in Data Science Mastering Generative AI: Advanced Techniques for Data Scientists and Analytics Professionals
Generative AI knowledge is now an essential Data Science skill. According to Gartner, “By 2026, 20% of top data science teams will have rebranded as Cognitive Science or Science consultancies, increasing diversity in staff skills by 800%.”
What you’ll learn
- Learn how to identify appropriate generative AI tools for data science use cases.
- Apply generative AI prompt techniques to generate and augment datasets and to develop and refine machine learning models.
- Leverage generative AI tools, like GPT 3.5, ChatCSV, and Tomat AI, available to Data Scientists for querying and preparing data.
- Examine real-world scenarios where generative AI can enhance data science workflows.
- Practice generative AI skills in hand-on labs and projects by generating and augmenting datasets for specific use cases.
- Apply generative AI techniques in the development and refinement of machine learning models from Data Science and Analytics.
Course Content
- Generative AI for Data Science and Data Analytics –> 3 lectures • 7min.
- Generative AI in Data Science –> 4 lectures • 29min.
- Generative AI for Data Preparation and Querying –> 4 lectures • 26min.
- Generative AI for Understanding Data and Model Building –> 4 lectures • 23min.
- AI Ethics –> 4 lectures • 31min.
- Introduction and Applications of Generative AI –> 10 lectures • 1hr 8min.
- Generative AI Prompt Engineering for Data Scientists –> 7 lectures • 34min.
- Prompt Engineering Techniques and Approaches –> 7 lectures • 35min.
- Farewell and Congrats –> 1 lecture • 1min.
Requirements
Generative AI knowledge is now an essential Data Science skill. According to Gartner, “By 2026, 20% of top data science teams will have rebranded as Cognitive Science or Science consultancies, increasing diversity in staff skills by 800%.”
Generative AI is now mainstream. Unlock the potential of Generative AI and propel your career forward with our cutting-edge course tailored to the needs of Data Scientists and Analytics. Whether you’re an experienced professional or just starting out, this course is designed to equip you with the skills demanded in today’s data-driven world.
Explore real-world data science challenges encountered across various industries, and discover how Generative AI can revolutionize data generation, data augmentation, and feature engineering. Gain practical expertise in implementing Generative AI models and techniques to tackle these challenges head-on.
Learn how to leverage Generative AI to accelerate data visualizations, construct robust models, and derive actionable insights from data. Delve into the ethical considerations surrounding Generative AI and Data, crucial knowledge for executives across all sectors.
Aligned with these industry shifts, our Specialization is tailored to propel your career to new heights. Whether you’re an established data scientist or an aspiring data enthusiast, this specialization is designed to equip you with the essential skills needed to harness the power of generative AI in data science.
Join us on this transformative journey and unlock the potential of generative AI in your data science endeavors. Put your newfound skills to the test with hands-on projects in data augmentation .Finally, demonstrate your mastery by completing a final quiz and earning your certificate, which you can proudly showcase to current or potential employers.
Take the next step in advancing your career with our comprehensive Generative AI course.
Don’t miss out this opportunities in data science.