Deep Learning Prerequisites: Linear Regression in Python
Data science, machine learning, and artificial intelligence in Python for students and professionals
What you’ll learn
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Derive and solve a linear regression model, and apply it appropriately to data science problems
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Program your own version of a linear regression model in Python
Requirements
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How to take a derivative using calculus
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Basic Python programming
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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