Artificial Intelligence: Advanced Machine Learning

Artificial Intelligence: Advanced Machine Learning

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Artificial Intelligence: Advanced Machine Learning


Artificial Intelligence: Advanced Machine Learning, Learn all the advanced skills you need to perform various real-world machine learning tasks in different environments.

Created by Eduero Academy, Inc.

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What you'll learn
  • Extract features from categorical variables, text, and images
  • Solve real-world problems using machine learning techniques
  • Exploit the power of Python to handle data extraction, manipulation, and exploration techniques
  • Implement machine learning classification and regression algorithms from scratch in Python
  • Dive deep into the world of analytics to predict situations correctly
  • Predict the values of continuous variables
  • Classify documents and images using logistic regression and support vector machines
  • Create ensembles of estimators using bagging and boosting techniques
  • Evaluate the performance of machine learning systems in common tasks

Requirements
  • Knowledge of some undergraduate level mathematics would be an added advantage

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