20 Matching Annotations
  1. Last 7 days
    1. s RLHF which is reinforced learning with human feedback.

      Gemini said Reinforcement Learning (RL) is a subset of machine learning where an agent learns to make decisions by performing actions in an environment to maximize a reward.

      Unlike Supervised Learning (where the model is given the "right answer"), RL is based on trial and error. It is very similar to training a dog: you don't tell the dog exactly which muscles to move; you just give it a treat when it does something good and no treat when it doesn't.

  2. Aug 2025
  3. Nov 2024
    1. Explain the concepts of atomicity and aggregation.

      ACID properties in database management. It ensures that all operations within a transaction are completed successfully;

    2. What is data redundancy?

      stored in multiple places. It can be intentional for backup and faster access, or accidental, leading to inconsistencies and higher storage costs. To minimize it, database normalization

    1. Define System.out.println().

      System:

      A final class from the java.lang package.

      Contains several useful class fields and methods.

      out:

      A static member of the System class.

      An instance of PrintStream, which is used to output data to different destinations like the console.

      println():

      A method of the PrintStream class.

      Prints a line of text to the output stream, followed by a new line.

    2. . What happens if there are multiple main methods inside one class in Java?

      he JVM specifically looks for the main method with the exact signature public static void main(String[] args). If a class contains multiple main methods with different signatures (i.e., overloading), the JVM will ignore those overloaded methods and only execute the one with the correct signature

    3. This technique designates whether the active thread is a user thread or a daemon thread

      A user thread (or non-daemon thread) is a thread that executes user-defined tasks and keeps running until the task is complete. Definition: A daemon thread is a background thread that runs in the JVM. It provides services to user threads, but it’s not critical to the application.

    4. 15. Can Java be said to be the complete object-oriented programming language
      1. Primitive Data Types:
      2. Static Methods and Fields:
      3. Wrapper Classes:
      4. Operator Overloading:
    5. 6. What are the differences between Heap and Stack Memory in Java

      The stack is a region of memory that stores variables created by each function (including the main function) during its execution. On the other hand, a heap is a region of memory used for dynamic memory allocation, where blocks of memory are allocated and released in an arbitrary order.

  4. Oct 2024
  5. Dec 2023