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

Related Courses

Web Intelligence and Big Data
Indian Institute of Technology Delhi via Coursera Big Data for Better Performance
Open2Study Big Data and Education
Columbia University via edX Big Data Analytics in Healthcare
Georgia Institute of Technology via Udacity Data Mining with Weka
University of Waikato via Independent