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Machine Learning Algorithms

Track :

Programming

Lessons no : 6

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What will you learn in this course?
  • Develop and implement key machine learning algorithms for classification, regression, and clustering tasks using real-world datasets
  • Analyze and select appropriate algorithms based on data characteristics and project goals in machine learning applications
  • Optimize machine learning models through parameter tuning, cross-validation, and feature engineering techniques
  • Evaluate model performance using metrics like accuracy, precision, recall, and F1 score in practical scenarios
  • Apply machine learning algorithms to solve problems in various industries such as healthcare, finance, and marketing
  • Integrate machine learning models into software applications for real-time data analysis and decision-making

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Lessons | 6

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It is seen as a part of artificial intelligence. Machine learning algorithms build a model based on sample data, known as training data, in order to make .