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Applied Machine Learning

Applied Machine Learning

$ 69.9

Master the fundamentals and practical applications of machine learning in this hands-on course. From regression techniques to neural networks and model evaluation, learn how to build and optimize machine learning models using real-world datasets.

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Has Discount
Expiry period Lifetime
Made In English
Last Updated At Mon Sep 2024
Level
Beginner
Total Lectures 33
Total Quizzes 1
Total Duration 07:25:07 hr(s)
Total Enrolment 42
Number Of Reviews 0
Avg Rating
Short Description Master the fundamentals and practical applications of machine learning in this hands-on course. From regression techniques to neural networks and model evaluation, learn how to build and optimize machine learning models using real-world datasets.
Outcomes
  • Understand and implement key machine learning algorithms like decision trees, logistic regression, and neural networks
  • Perform model evaluation using various metrics and cross-validation techniques
  • Optimize models through regularization techniques (Ridge, Lasso) and hyperparameter tuning
  • Build and deploy machine learning models for regression and classification tasks
  • Identify and address common issues such as overfitting, data leakage, and underfitting
Requirements
  • Basic knowledge of Python programming
  • Familiarity with fundamental statistics and probability
  • Access to a computer with internet for programming and using libraries like Scikit-learn

Atlanta College of Liberal Arts and Sciences offers flexible, affordable, and accredited 100% online programs. Designed to fit your busy schedule, our courses provide essential skills and credentials to advance your career, while staying true to our mission of providing high-quality, equal education opportunities to everyone around the world.

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