Programming, IT and data subjects we tutor

From basics to OOP, data structures, scripting and automation.

Core Java, OOP design, collections, GUIs and debugging.

HTML, CSS, JavaScript, React and Node.js projects explained.

Pointers, memory management, data structures and systems programming.

Types, interfaces, generics and moving JavaScript projects to TypeScript.

.NET fundamentals, OOP, LINQ, async code and Windows applications.

PHP syntax, forms, sessions, MySQL access and server-side web pages.

Dart language fundamentals, async programming and Flutter foundations.

Bash scripts, pipes, text processing and automating tasks on Linux.

Complexity analysis, trees, graphs, sorting and problem solving.

Processes, threads, scheduling, memory and file systems.

Classes, inheritance, polymorphism, interfaces and design principles.

Greedy methods, divide and conquer, dynamic programming and correctness proofs.

Relational design, normalisation, SQL queries and optimisation.

Excel, pandas, visualisation and statistics for real datasets.

Model building, evaluation and the maths behind the algorithms.

Querying, indexing, stored procedures, transactions and database administration.

Document modelling, queries, aggregation pipelines and when to choose NoSQL.

NumPy, pandas, Matplotlib, Jupyter notebooks and end-to-end projects.

Descriptive statistics, distributions, hypothesis tests and regression.

Neural networks, CNNs, RNNs and transformers with TensorFlow and PyTorch.

Text processing, embeddings, transformers and language models.

Image processing, OpenCV, object detection and image classification.

Distributed processing with Hadoop, Spark and PySpark.

Data pipelines, warehouses, Airflow and ETL design.

Semantic HTML, responsive layouts, Flexbox, Grid and accessible pages.

Components, hooks, state management, routing and calling APIs.

The App Router, server components, data fetching and deploying full-stack apps.

REST APIs, middleware, authentication and connecting to databases.

Models, views, templates, the admin, authentication and Django REST Framework.

Routes, templates, forms, SQLAlchemy and building REST APIs with Flask.

Fast async Python APIs with Pydantic models, validation and automatic docs.

Routing, the Eloquent ORM, Blade templates and authentication in PHP.

Cross-platform apps in Dart: widgets, state management and Firebase.

Cross-platform mobile apps with React, navigation and device features.

Unit, integration and end-to-end tests with JUnit, pytest, Jest and Selenium.

Version control, branches, merging, pull requests and fixing conflicts.