Data Infrastructure and AI/ML

Learn about the intersection of big data, artificial intelligence, and machine learning in this audio-only course adapted from the Free the Data Podcast.

1. Data Infrastructure and AI/ML

• Intro
• What a masters in big data entails
• The importance of data engineering
• How to guide people towards the right solutions
• Explaining A/B testing to a six-year-old
• Balancing company culture with experimentation
• What AI/ML lessons Emma learned in college
• What is AI/ML versus deep learning?
• How a degree helped Emma break into data
• Should everyone learn to code?
• BI versus data science
• Lessons for new data scientist candidates
• How to bring more women into data
• Challenges as a content creator in data
• Advice for women looking to get into tech
• What a modern data architecture looks like
• The magical myth of data science
• Is social media a good idea?
• Outro