Linear Regression, GLMs and GAMs with R
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- This product is available at Udemy.
- At udemy.com you can purchase Linear Regression, GLMs and GAMs with R for only $44.99
- The lowest price of Deep Learning Prerequisites: Linear Regression in Python was obtained on December 21, 2024 8:02 am.
Description
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Deep Learning Prerequisites: Linear Regression in Python
★★★★★
$129.99
in stock
Udemy.com
as of December 21, 2024 8:02 am
Data science, machine learning, and artificial intelligence in Python for students and professionals
Created by:
Lazy Programmer Inc.
Artificial intelligence and machine learning engineer
Artificial intelligence and machine learning engineer
Rating:4.71 (6505reviews)
36676students enrolled
What Will I 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
- Understand important foundations for OpenAI ChatGPT, GPT-4, DALL-E, Midjourney, and Stable Diffusion
- Understand regularization for machine learning and deep learning
- Understand closed-form solutions vs. numerical methods like gradient descent
- Apply linear regression to a wide variety of real-world problems
Requirements
- How to take a derivative using calculus
- Basic Python programming
- For the advanced section of the course, you will need to know probability
Target audience
- 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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