[[["เข้าใจง่าย","easyToUnderstand","thumb-up"],["แก้ปัญหาของฉันได้","solvedMyProblem","thumb-up"],["อื่นๆ","otherUp","thumb-up"]],[["ไม่มีข้อมูลที่ฉันต้องการ","missingTheInformationINeed","thumb-down"],["ซับซ้อนเกินไป/มีหลายขั้นตอนมากเกินไป","tooComplicatedTooManySteps","thumb-down"],["ล้าสมัย","outOfDate","thumb-down"],["ปัญหาเกี่ยวกับการแปล","translationIssue","thumb-down"],["ตัวอย่าง/ปัญหาเกี่ยวกับโค้ด","samplesCodeIssue","thumb-down"],["อื่นๆ","otherDown","thumb-down"]],["อัปเดตล่าสุด 2024-07-26 UTC"],[[["This module teaches you to identify potential issues in datasets, including biases and invalid inferences, ultimately helping you build better ML models."],["Understanding data limitations and collection conditions is crucial to avoid \"data cascades\" that lead to poor model performance and wasted resources."],["The module explores common data analysis pitfalls, such as mistaking correlation for causation, and emphasizes the importance of proper data exploration and preprocessing in machine learning workflows."],["By recognizing common problems in charts and data visualizations, you'll be able to avoid misperceptions and ensure accurate data representation."]]],[]]