AL vs ML vs DL vs DS: Artificial Intelligence vs Machine Learning vs Deep Learning vs Data Science
If you've wondered what Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL) and Data Science (DS) are, and if these are one and the same, or perhaps are different from each other and if they're different, how different they are really, then this video is for you. The video goes into depth, with examples, in explaining each concept and compares them illustratively. The video also goes into depth in highlighting concepts such as supervised learning, unsupervised learning, reinforcement learning etc., and how those apply broadly to the field of machine learning.
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TIMESTAMP
00:00 Artificial Intelligence, Machine Learning, Deep Learning, Data Science
00:20 Artificial Intelligence
00:30 Examples of AI applications
01:00 Machine Learning
01:07 Example of Machine Learning
01:30 Application of Machine Learning
01:57 Types of Machine Learning - Supervised, Unsupervised, Reinforcement Learning
02:03 Supervised Learning
02:10 Unsupervised Learning
02:18 Reinforcement Learning
02:40 Introduction to Deep Learning with Understanding of Human Neural Networks
03:46 Types of Machine Learning
04:04 When Deep Learning vs Supervised, Unsupervised and Reinforcement Learning
04:52 Data Science w/ Statistics, Probability, Algebra and Data Patterns
05:18 Example of Data Science Application
05:37 Summary of AI vs ML vs DL vs Data Science
06:12 Call-to-action: AI vs ML vs DL vs DS
Note that, for your convenience, Closed Captioning Subtitles are provided in the following languages (click on settings and turn on CC in the language you desire subtitles in):
English
German
French
Polish
Japanese
Italian
Russian
Portugese Portugal
Chinese (Simplified)
Spanish
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About Acadaimy
Acadaimy empowers individuals to rapidly learn and master the fascinating field of Artificial Intelligence through easy-to-consume bite-sized videos delivered on a weekly basis. Topics include artificial intelligence, machine learning, ai applications, supervised learning, unsupervised learning, pattern recognition, artificial general intelligence, deep learning, data science, big data and more. While most immediately suitable for beginners, Acadaimy's AI training and accompanying examples and projects aims to deliver value to anyone ultimately seeking expertise in artificial intelligence.
