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Binary Search Tree Implementation
Chair of Software Engineering • Demo Course: Data Structures and Algorithms • Winter 2024/25

Implement a complete binary search tree with insertion, deletion, and search operations.

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Classification with Decision Trees
Chair of Artificial Intelligence • Demo Course: Machine Learning Fundamentals • Winter 2024/25

Build a decision tree classifier and evaluate its performance on a given dataset.

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Clustering Analysis
Chair of Artificial Intelligence • Demo Course: Machine Learning Fundamentals • Winter 2024/25

Apply K-means clustering to customer segmentation data and analyze results.

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Deployment and Production Setup
Chair of Web Technologies • Demo Course: Web Development with Django • Winter 2024/25

Deploy the Django application to a production environment with proper configuration.

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Django Model Design
Chair of Web Technologies • Demo Course: Web Development with Django • Winter 2024/25

Design and implement Django models for a blog application with user authentication.

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Dynamic Programming Solutions
Chair of Software Engineering • Demo Course: Data Structures and Algorithms • Winter 2024/25

Solve the knapsack problem using dynamic programming approach.

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Frontend Integration
Chair of Web Technologies • Demo Course: Web Development with Django • Winter 2024/25

Develop a responsive frontend interface that consumes the Django API.

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Graph Algorithms
Chair of Software Engineering • Demo Course: Data Structures and Algorithms • Winter 2024/25

Implement Dijkstra's algorithm and demonstrate its use in finding shortest paths.

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Hash Table Design
Chair of Software Engineering • Demo Course: Data Structures and Algorithms • Winter 2024/25

Design and implement a hash table with collision resolution strategies.

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Linear Regression Implementation
Chair of Artificial Intelligence • Demo Course: Machine Learning Fundamentals • Winter 2024/25

Implement a linear regression algorithm from scratch using Python and NumPy.

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Model Evaluation and Validation
Chair of Artificial Intelligence • Demo Course: Machine Learning Fundamentals • Winter 2024/25

Compare multiple ML algorithms using cross-validation and statistical tests.

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Neural Network Basics
Chair of Artificial Intelligence • Demo Course: Machine Learning Fundamentals • Winter 2024/25

Create a simple feedforward neural network for image classification.

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RESTful API Development
Chair of Web Technologies • Demo Course: Web Development with Django • Winter 2024/25

Create a RESTful API using Django REST Framework for a task management system.

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Sorting Algorithm Comparison
Chair of Software Engineering • Demo Course: Data Structures and Algorithms • Winter 2024/25

Implement and compare the performance of quicksort, mergesort, and heapsort.

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User Authentication System
Chair of Web Technologies • Demo Course: Web Development with Django • Winter 2024/25

Implement a complete user authentication system with registration, login, and permissions.

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FernUniversität in Hagen
Bildungstheorie und Medienpädagogik
CATALPA
GitHub COFFEE
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