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MATH 10A Lecture Notes

MATH 10A - Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook - Calculus for Life Sciences ALL LECTURE NOTES FOR THE SEMESTER Topics Covered - functions, limits and derivatives, differentiation and integration, probability and statistics

25 items

Hypothesis Testing and p-Values

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Hypothesis Testing and p-Values

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Statistics

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Statistics

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Probability V - Independence, Variance, Central Limit Theorem

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Probability V - Independence, Variance, Central Limit Theorem

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Probability IV - Logistic Regression

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Probability IV - Logistic Regression

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Probability III - Variance

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Probability III - Variance

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Probability II - Random Variable, Probability Density Function, Pareto Distribution

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Probability II - Random Variable, Probability Density Function, Pareto Distribution

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Probability I - Introduction to Probability, Cumulative Density Functions

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Probability I - Introduction to Probability, Cumulative Density Functions

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Review of Integration

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Review of Integration

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Dynamics

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Dynamics

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Applications of Integrals

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Applications of Integrals

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Numerical Intgeration

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Numerical Integration

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Substitution and Integration by Parts

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Substitution and Integration by Parts

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Integrals

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Integrals

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Area Under A Curve

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Area Under A Curve

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Series

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Series

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Sequences and Series

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Sequences and Series

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Review: Newton's Method, Linear Approximation, Geometric Series, Squeeze Theorem

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Review: Newton's Method, Linear Approximation, Geometric Series, Squeeze Theorem

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Curve Sketching and Optimization

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Curve Sketching and Optimization

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Approximation Using Derivatives

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Approximation Using Derivatives

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Differentiation

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Differentiation

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Definition and Computation of Derivatives

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Definition and Computation of Derivatives

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Limits and Derivatives III - Limits and Infinite Series

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Limits and Derivatives III - Limits and Infinite Series

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Limits and Derivatives II - More on Sequences, Collatz Conjecture

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Limits and Derivatives II - More on Sequences, Collatz Conjecture

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Limits and Derivatives I - Introduction to Derivatives, Sequences, Newton's Method

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Class Title = Methods of Mathematics: Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Limits and Derivatives I - Introduction to Derivatives, Sequences, Newton's Method

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Functions

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Class Title = Methods of Mathematics : Calculus, Statistics, and Combinatorics Textbook = Calculus for Life Sciences Lecture Topic = Functions

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