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DataQuest – Machine Learning No ratings yet.

Link to Content:
DataQuest Machine Learning Path Step

Created/Published/Taught by:
Vik Parichuri

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This is step 6 of 11 in the DataQuest Data Scientist Path.

“Learn how Machine Learning can help you make predictions.” The curriculum for this step includes:

  • Machine Learning in Python: Beginner
    • Introduction to Machine Learning
    • Logistic Regression
    • Introduction to Evaluating Binary Classifiers
    • Cross-Validation
    • K-Fold Cross Validation
    • Clustering Basics
    • Guided Project
  • Machine Learning in Python: Intermediate
    • Multiclass Classification
    • Intermediate Linear Regression
    • Overfitting
    • K-Means Clustering
    • Gradient Descent
    • Introduction to Neural Networks
    • Guided Project
  • Decision Trees
    • Introduction to Decision Trees
    • Building a Decision Tree
    • Applying Decision Trees
    • Introduction to Random Forests
    • Guided Project
  • Machine Learning Project

Recommended Prerequisites: intermediate Python

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