Topic : Tellonym Clone Project This report provides a overview of our journey in developing a clone of Tellonym, a social networking platform known for its anonymous messaging features. Our proje...

Topic : Recovery Systems and Algorithm in DBMS What is Recovery Systems in DBMS? Recovery systems in DBMS refer to the set of mechanisms, techniques, and procedures put in place to address fail...

Unit 7: Reinforcement Learning Reinforcement Learning Reinforcement Learning (RL) is a branch of machine learning where an agent learns to make decisions in an environment to maximize cumulative...

Unit 6: Transformers, Introduction to Diffusion Models and Transfer Learning Transformers 1. Transformer Network Introduction: Transformers are a type of neural network architecture originally...

Unit 5: Sequence Models Sequence models are a broad category of models designed to handle data that comes in sequences. These models capture dependencies and patterns over time or other ordered s...

Topic : Concurrency Control Two-Phase Locking (2PL): Two-phase locking is a concurrency control mechanism used in database systems to ensure serializability of transactions.It consists of two ph...

Topic : Transactions Transaction A transaction is a single logical unit of work that accesses and possibly modifies the contents of a database. Transactions are crucial for maintaining data con...

Topic : Query Optimization In todays flipped class, we conducted a quiz based on the topic Query Optimization. First of all, What is a Query Optimization? Query Optimization is a crucial aspec...

Unit 4: Hyperparameter Tuning, Regularisation and Optimization Hyperparameter Tuning When training machine learning models, each dataset and model needs a different set of hyperparameters, which...

Unit 3: Convolutional Neural Network A Convolutional Neural Network (CNN) is a type of artificial neural network used primarily for image recognition and processing, due to its ability to recogni...