Deep Learning Prerequisites: Linear Regression in Python

Deep Learning Prerequisites: Linear Regression in Python

Data science, machine learning, and artificial intelligence in Python for students and professionals

What you’ll learn

  • Derive and solve a linear regression model, and apply it appropriately to data science problems
  • Program your own version of a linear regression model in Python

Requirements

  • How to take a derivative using calculus
  • Basic Python programming
  • For the advanced section of the course, you will need to know probability

Who this course is for:

  • People who are interested in data science, machine learning, statistics and artificial intelligence
  • People new to data science who would like an easy introduction to the topic
  • People who wish to advance their career by getting into one of technology’s trending fields, data science
  • Self-taught programmers who want to improve their computer science theoretical skills
  • Analytics experts who want to learn the theoretical basis behind one of statistics’ most-used algorithms
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