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Related lectures (28)
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Computation: information representation
Covers the conversion between binary and decimal numbers, addition, subtraction, multiplication, and division operations.
Integer Representations: Magnitude & Complement
Explores integer representations, focusing on sign-and-magnitude, one's complement, two's complement, Excess-N, overflow, underflow, and binary multiplication.
Introduction to Iterations: for Loop
Covers the basics of for loop iterations in Java, including syntax, execution flow, and practical examples.
Linear Algebra: Matrices Properties
Explores properties of 3x3 matrices with real coefficients and determinant calculation methods.
Efficient Algorithms and Median Search
Explores efficient integer algorithms, including an ancient Egyptian multiplication method and in-place median search.
Sparse Regression and Convex Optimization
Explores sparse regression, convex optimization, and efficient solution algorithms in data analysis.
Other regularizations + the Lasso
Explores diverse regularization approaches, including the L0 quasi-norm and the Lasso method, discussing variable selection and efficient algorithms for optimization.
Probability Theory: Properties and Combinatorial Principles
Explores probability properties, inclusion-exclusion principle, combinatorial rules, and birthday coincidence probability calculation.
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