{"id":"2fd6790a-338e-42cb-8acc-8dec4f7abe6d","title":"Machine Learning: Applied — Confident Applied Level","description":"The course Machine Learning: Applied — Confident Applied Level is designed for career starters and switchers aged 25–34 and turns the topic into a practical result instead of abstract theory. The program includes 8 lessons, applied work with scikit-learn, model evaluation and features, and a final machine learning notebook; the focus is data handling and preparation, model training and iteration and queries, models, and structure.","contentLanguage":"en","coverUrl":"/course-covers/machine-learning-applied-confident-applied-level-ae7d9366-fb7.webp","createdAt":"2026-05-26T07:46:30.008Z","updatedAt":"2026-05-26T07:51:44.623Z","durationSeconds":93600,"authorId":"9bf4eaee-beea-4d2c-ab0a-8267eff6b70a","rating":4.434782608695652,"reviewCount":23,"expectedLessonsCount":8,"trailerUrl":null,"faq":[{"answer":"Basic Python and introductory statistics are recommended. 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