The rise of AI in education offers exciting new ways to support student learning, especially in complex fields like programming. But simply using AI to generate feedback isn’t enough. To truly help students, we need to ground AI-driven tools in solid teaching principles. In our recent research, we explored how metacognition – the ability to understand and manage one’s own learning – can be used to…
How far is ChatGPT from Artificial General Intelligence? A recent study compares ChatGPT's performance to human for programming education.
Advanced (yet simple) prompt engineering methods that are proven to work well in various domains.
ChatGPT is not the only AI that can converse naturally with humans. In this article, we introduce alternatives for ChatGPT with their unique advantages.
A book that offers one simple approach to solving any problem.
A straightforward technique that significantly enhances ChatGPT's hint generation capabilities, placing it on par with expert human tutors for programming education.
Applying Machine Learning and Deep Learning to solve the Knowledge Tracing problem in the context of Programming classrooms.
Let us discuss the state-of-the-art methods for transforming every kind of input data into fixed-length vectors of continuous values, including Word2Vec, Doc2Vec, Image2Vec, Node2Vec, Edge2Vec, Code2Vec, and Data2Vec.
How can we use Reinforcement Learning for the problem of Join optimization in Database? Let us take a look at the 5 recent and outstanding approaches from top researchers in the world: DQ, ReJoin, Neo, RTOS, and Bao.
Let us review a list of pretrained language models, including BERT, Transformer-XL, XLNet, RoBERTa, DistilBERT, ALBERT, BART, ELECTRA, ConvBERT, DeBERTa, and BigBird.
A list of essential Database questions and answers to refresh your knowledge in this field.
This blog post lists some critical questions and answers about Object-oriented programming.
A list of basic but practical questions & answers in the field of Networking.
A list of questions and answers to refresh your knowledge about Operation Systems.
This blog post summarizes the main features of modern C++ from the developer's point of view. A must-read if you are preparing for an interview.
A pool of unique features in the Python programming language. A must read if you are preparing for an interview.
Q Learning, Deep Q Learning, Double Q Learning, and Dueling Q Learning explained. TensorFlow code provided.
We tackle the problem of ensuring fairness in machine learning, from using the traditional statistical parity to exploiting a causal network.
An outstanding subgroup might need more than just a big size and a difference average value from the population.
A critical view of Deep Learning.