About this course
Learn what artificial intelligence is, a brief history of the field, the variety of ways in which AI touches our lives today, and the possibilities that lay ahead of us.
The LinkedIn AI Academy: The imperative of understanding AI
54sWhat is AI?
5m 9sAI and machine learning
2m 44sThree pillars of AI: Objectives, data, algorithms
4m 21sBuilding real AI applications
5m 24sSupervised learning vs. unsupervised learning
2m 49sWhat is regression?
2m 51sLinear regression
5m 16sMultiple linear regression
3m 47sBias and variance
2m 31sEvaluating a linear regression model
2m 52sWhat is classification?
3m 2sLogistic regression
4m 57sEvaluating models and choosing the best
5m 14sWhy are linear models not enough?
2m 52sA primer to nonlinear models: Decision trees, neural networks
3m 43sKnow your objective, know your data, and listen to the data
3m 20sContinuing with AI
42s