coding-exercises

A curated list of code katas

My implementation of useful data structures, algorithms, as well as my solutions to programming puzzles.

Puzzles from ACM Online Judges

A curated collection of tutorials, projects, and resources for learning web development, covering HTML, CSS, JavaScript, and modern frameworks like React. Includes practical exercises and code examples to build hands-on skills for beginners and intermediate developers.

A comprehensive collection of Python implementations for data structures and algorithms, featuring detailed explanations and coding examples. Covers arrays, linked lists, trees, sorting, and searching techniques for learning and interview preparation.

React Complete Guide 2024, incl. React Router & Redux. (Maximilian Course). PDF guide is included. 🔁

A curated collection of resources, notes, and practice materials for preparing for data science interviews, covering algorithms, statistics, and machine learning concepts. Includes coding exercises, cheat sheets, and reference guides to aid in mastering technical interviews.

A comprehensive resource for SQL interview preparation, featuring practice queries, database concepts, and solutions to common interview questions. Includes tutorials and exercises covering joins, subqueries, indexing, and optimization for relational databases.

A comprehensive resource for mastering deep learning, featuring practice problems, code examples, and interview-focused concepts in Python using TensorFlow and PyTorch. Covers neural networks, model optimization, and advanced architectures for technical interview success.

Command Line Interface for BreatheCode Students

An archive containing all of the Turkish C coding lectures and exercises I have written back when I have started learning programming.

A targeted resource for mastering FastAPI, featuring practice problems, code examples, and interview-focused concepts for building high-performance APIs in Python. Covers asynchronous programming, endpoint creation, and data validation for technical interview success.

A comprehensive resource for mastering TensorFlow, featuring practice problems, code examples, and interview-focused deep learning concepts in Python. Covers model building, training, and optimization techniques for excelling in technical interviews.

A targeted resource for mastering PyTorch, featuring practice problems, code examples, and interview-focused deep learning concepts in Python. Covers neural network implementation, model training, and optimization techniques for technical interview success.

A targeted resource for mastering Pandas, featuring practice problems, code examples, and interview-focused data manipulation techniques in Python. Covers data cleaning, aggregation, and analysis to excel in data science and analytics interviews.

A focused resource for mastering TensorFlow.js, featuring practice problems, code examples, and interview-oriented machine learning concepts for web-based AI. Covers model development, deployment, and optimization in JavaScript for technical interview success.

📚 ✏️ Python, Learning, Sharing, Contributing 💻 🐍

A targeted resource for mastering Scikit-Learn, featuring practice problems, code examples, and interview-focused machine learning concepts in Python. Covers model building, evaluation, and preprocessing techniques to excel in data science interviews.

A curated resource for mastering Transformers and Hugging Face libraries, featuring practice problems, code examples, and interview-focused NLP concepts. Covers model fine-tuning, tokenization, and deployment with Python for technical interview success.

A focused resource for mastering prompt engineering, featuring practice problems, examples, and interview-oriented techniques for optimizing AI model interactions. Covers crafting effective prompts for NLP models like GPT and BERT, with Python-based exercises.