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Foundational Sciences

Class 6-10

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2155

Concepts

Physics, chemistry, biology, and earth science concepts that are the direct prerequisites for every applied science and technology domain.

What is a Poisson Experiment?

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What is the Empirical Rule for Normal Distribution?

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What is the 68-95-99.7 Rule?

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What is the Standard Error of the Mean?

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What is the Standard Error of the Proportion?

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What is a Hypothesis Statement?

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What is a Statistical Inference?

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What is the Central Limit Theorem in Practice?

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What is the Law of Total Probability?

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What is a Priori Probability?

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What is a Posteriori Probability?

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What is the Bayes' Factor?

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What is a Receiver Operating Characteristic (ROC) Curve?

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What is Area Under the Curve (AUC) in Statistics?

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What is Sensitivity and Specificity?

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What is Predictive Value Positive (PVP)?

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What is Predictive Value Negative (PVN)?

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What is Accuracy in Classification?

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What is Precision in Classification?

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What is Recall in Classification?

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What is F1 Score?

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What is Cross-Validation?

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What is Bootstrap Aggregation (Bagging)?

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What is Boosting?

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What is Ensemble Methods?

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What is a Decision Boundary?

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What is a Loss Function?

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What is an Optimisation Algorithm in ML?

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What is a Cost Function in ML?

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What is Gradient Descent?

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What is Supervised Learning?

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What is Unsupervised Learning?

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What is Reinforcement Learning?

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What is a Degenerate Polygon?

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What is a Regular Polyhedron?

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What is an Oblique Prism?

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What is a Right Prism?

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What is an Oblique Pyramid?

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What is a Right Pyramid?

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What is the Slant Height of a Cone?

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What is the Slant Height of a Pyramid?

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What is the Apothems of a Regular Polygon?

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What is the Area of a Sector of a Circle?

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What is the Length of an Arc of a Circle?

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What is the Area of a Segment of a Circle?

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What is the Area of a Ring (Annulus)?

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What is a Tangent Segment Theorem?

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What is the Common Tangents to Two Circles?

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What is the Angle Between a Tangent and a Chord?

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What is Radical Axis of Two Circles?

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