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CodeSignal

Training Your First Machine Learning Model from Scratch

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Overview

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This course delves into the foundational steps required to build and train a linear regression model from scratch using scikit-learn. You will understand the basics of model training, evaluation, and prediction.

Syllabus

  • Lesson 1: Introduction to Machine Learning
  • Lesson 2: Training a Linear Regression Model
  • Lesson 3: Making Predictions and Visualizing Results
  • Lesson 4: Evaluating Your Model's Performance
  • Lesson 5: Applying Linear Regression to the Real Dataset

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