Object-Oriented Programming Fundamentals

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Class hierarchies: pattern matching

Covers class hierarchies, pattern matching, function values, and function calls in Scala.

Mutable and Immutable Objects

Explains the differences between mutable and immutable objects in Python and covers native container types.

Introduction to Interfaces in Java

Explores the concept of interfaces in Java, emphasizing their role in defining common behaviors across classes.

Merge Sort: Sorting Algorithm

Explains the merge sort algorithm, its correctness, and time complexity compared to other sorting algorithms.

Object-Oriented Programming in Java

Covers object-oriented programming in Java through a case study on modeling watch mechanisms.

Decision Tree Classification

Covers decision tree classification using KNIME Analytics Platform for data preprocessing and model creation.

Introduction to Data Science

Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.

Recursive Functions: Examples and Applications

Explores recursive functions, including factorials and Fibonacci sequences, and their scope and namespaces.

Total scattering and PDF analysis

Explores total scattering and PDF analysis in materials science, covering in-situ synthesis, data analysis techniques, and applications in host-guest systems.

Quantum Chemistry

Covers eigenvalues, eigenfunctions, Hermitian operators, and the measurement of observables in quantum chemistry.