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Distinct Elements: Count and Hash Functions

Covers counting distinct elements using hash functions and the median trick.

Programmable Logic Devices: PAL, GAL, CPLD

Covers PAL, GAL, CPLD, and the transition to FPGAs using HDLs.

Unweighted Bipartite Matching

Introduces unweighted bipartite matching and its solution using linear programming and the simplex method.

Transformations of Input or Output

Covers handling missing data, feature engineering, and output transformations in machine learning.

Linear Algebra: Identical Applications

Explores identical applications in linear algebra, discussing their representation and implications through examples and equation solving.

File Handling in C: Basics and Common Issues

Covers the basics of file handling in C, common issues, and standard functions.

FPGA Architecture: LUT and Routing Arrays

Explores FPGA architecture, including LUTs and routing arrays, scalability, and placement challenges.

Machine Learning: Fundamentals and Applications

Introduces machine learning basics, covering data segmentation, clustering, classification, and practical applications like image classification and face similarity.