The course begins with a discussion about data: how to improve data quality and perform exploratory data analysis. We describe Vertex AI AutoML and how to build, train, and deploy an ML model without writing a single line of code. You will understand the benefits of Big Query ML. We then discuss how to optimize a machine learning (ML) model and how generalization and sampling can help assess the quality of ML models for custom training.

Navigate generative AI's impact. Gain insights, develop mindset for implementation, explore strategies for business transformation through AI.

Explore AI's impact on businesses and the importance of empathy in leadership. Learn how emotional intelligence fosters a supportive work culture amid AI disruption.

Join the new smart club | Understand the fundamentals | Learn about the Industry Situation and Opportunities

AI and ML for a better future

Learn how to use ChatGPT. Discover best practices for writing prompts and explore common business use cases for the powerful AI tool.

Learn how to use advanced techniques like entity resolution and dialog management to build more conversational Alexa skills.

Become a professional Data Scientist with R and learn Machine Learning, Data Analysis + Visualization, Web Apps + more!

This course will teach you the most important graph algorithms, covering both theory and implementations in C++.

Ready to learn how to use AI for coding? Learn how to use generative AI tools like ChatGPT to generate code and expedite your development.

Ready to learn how to use AI for data analysis in Python? We’ll show you how to use AI like ChatGPT or Gemini as your own personal analytics assistant.

This course breaks down how to use generative AI for marketing. You’ll learn how to use ChatGPT and Midjourney for research, strategy, and content creation.