YoVDO

Data Infrastructure and AI/ML

Offered By: LinkedIn Learning

Tags

Artificial Intelligence Courses Business Intelligence Courses Big Data Courses Machine Learning Courses Deep Learning Courses A/B Testing Courses Data Engineering Courses

Course Description

Overview

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

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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