Machine Learning Fundamentals
$299
Master the foundations of machine learning with this comprehensive course. Learn essential algorithms including linear regression, logistic regression, decision trees, random forests, and support vector machines. Perfect for beginners and intermediate learners.
What You'll Learn
- Understanding of core machine learning concepts and terminology
- Implementation of supervised learning algorithms from scratch
- Data preprocessing and feature engineering techniques
- Model evaluation and hyperparameter tuning strategies
- Practical projects using scikit-learn and pandas
- Real-world case studies and industry applications
Duration: 12 weeks
45 video lessons
15 hands-on projects
Level: Beginner to Intermediate