Learn about the intersection of big data, artificial intelligence, and machine learning in this audio-only course adapted from the Free the Data Podcast.
Overview
Syllabus
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
Taught by
Ben Sullins and Free the Data Podcast Licensor
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