Navigating Ethical AutoML, Agile Data Science, and AI Job Frontiers with Favio Vazquez

Data Chats

“When you stop seeing numbers, and you start seeing people in your data sheets, everything changes.” – Favio Vazquez

In this episode, our host, Chris Richardson, interviews Favio Vazquez, Senior Data Scientist at H20.ai. This conversation dives deep into all things autoML and AI, from what companies are doing now to what data professionals can do to prepare for the future. Favio provides his strategies for screening for bias and competing in a job market where AI is changing how we work.

They discuss:

  • What to expect in the transition from data science in academia to data science in business
  • What it means to practice data science in an Agile environment
  • Why AI and autoML won’t replace data professionals any time soon
  • How to approach ethics in machine learning
  • New roles for data professionals

Business-Driven Data Analysis

As discussed in this podcast, transitioning to a business environment requires a different lens to interpret and analyze data. A business-driven approach to data analysis enhances decision-making and aligns data projects with organizational objectives. Our course, Business-Driven Data Analysis, will train you to learn what a stakeholder truly wants, refine the project based on available data, produce results and provide strategic insights.

Learn More

Data Science for Business Leaders 

If you’re a business leader working with data teams, it’s important to know what problems you can solve with data and how to leverage the insights to make data-driven decisions. Our course, Data Science for Business Leaders, will show you how to partner with data professionals to uncover business value, make informed decisions and solve problems with the data at hand. If you’re ready to gain powerful business findings with data, register for the course today.

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Author

  • Pragmatic Editorial Team

    The Pragmatic Editorial Team comprises a diverse team of writers, researchers, and subject matter experts. We are trained to share Pragmatic Institute’s insights and useful information to guide product, data, and design professionals on their career development journeys. Pragmatic Institute is the global leader in Product, Data, and Design training and certification programs for working professionals. Since 1993, we’ve issued over 250,000 product management and product marketing certifications to professionals at companies around the globe. For questions or inquiries, please contact [email protected].

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