Intro to Artificial Intelligence and Machine Learning

Intro to Artificial Intelligence and Machine Learning

Covers the evolution of data science, basic concepts of AI, ML, and DL and how they differ from each other, followed by a brief history of AI and how deep learning came to be.

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About this course

Artificial Intelligence (AI) and Machine Learning (ML) are increasingly essential to translate vast amounts of data into direct business value. This course introduces learners to the basic concepts of AI and ML, illustrates how AI and ML fit in the data science ecosystem, and differentiates the main fields of machine learning. Then, a brief history of AI is covered, showing how the industry has come to where we are today with machine and deep learning.

What's covered

Differentiating types of AI and ML
  • Evolution of Data Science
  • Differentiating the fields: Data Science, Artificial Intelligence, Machine Learning, and Deep Learning
  • Why it's important
History of AI
  • Symbolic Artificial Intelligence with examples
  • Classic AI: Expert systems and AI planning
  • Growing complexity of AI
  • ML today

Curriculum12 min

About this course

Artificial Intelligence (AI) and Machine Learning (ML) are increasingly essential to translate vast amounts of data into direct business value. This course introduces learners to the basic concepts of AI and ML, illustrates how AI and ML fit in the data science ecosystem, and differentiates the main fields of machine learning. Then, a brief history of AI is covered, showing how the industry has come to where we are today with machine and deep learning.

What's covered

Differentiating types of AI and ML
  • Evolution of Data Science
  • Differentiating the fields: Data Science, Artificial Intelligence, Machine Learning, and Deep Learning
  • Why it's important
History of AI
  • Symbolic Artificial Intelligence with examples
  • Classic AI: Expert systems and AI planning
  • Growing complexity of AI
  • ML today

Curriculum12 min

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