YouTubeArtificial IntelligenceFree courseBeginner level

Artificial Intelligence

Made by the legendary CrashCourse team, this YouTube tutorial introduces the ideas of AI to people who arenât necessarily pursuing a career in computer science. It deeply covers many topics without forcing viewers to master the coding skills necessary to apply all of the concepts.

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Created by: CrashCourse

Produced in 2019

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Course Description

Artificial Intelligence Awards Best Crash Course

In 20 episodes, Jabril will teach you about Artificial Intelligence and Machine Learning! This course is based on a university-level curriculum. By the end of the course, you will be able to: * Define, differentiate, and provide examples of Artificial Intelligence and three types of Machine Learning: supervised, unsupervised, and reinforcement * Understand how different AI and ML approaches can be combined to create compelling applications such as natural language processing, robotics, recommender systems, and web search * Implement several types of AI to classify images, generate text from examples, play video games, and recommend content based on past preferences * Understand the causes of algorithmic bias and audit datasets for several of these causes * Reason about how specific advances in AI may impact our world and your life, for better or for worse

Beginner Level

Time: 4.5h

Pros

Cons

- Course goes way beyond typical AI discussions and looks into ethics and metaphysical considerations.
- Course does an amazing job of making such an advanced topic accessible to non-experts.
- Course has fun with deep topics.
- Course is fun but not very practical. You cannot apply these lessons by themselves.
- With over three hours of content, this is a potentially steep investment of time for a cursory glance at AI.
- Course goes too far into fictional concepts of AI and potentially misleads students.

Instructor Details

CrashCourse

CrashCourse creates free, high-quality educational videos used by teachers and learners of all kinds. After 900,000,000 views, it turns out people like this. And their videos aren't just for schools; the majority of their viewers, around 60%-70%, watch Crash Course without currently being enrolled in an associated class.