Botree Software International MIS Executive Interview Questions and Answers

The code to determine the minimum number of dice throws required to reach 100 in Snakes and Ladders game.

• Use Breadth First Search (BFS) algorithm to find the shortest path from 1 to 100 on the Snakes and Ladders board.

• Create a queue to store the current position and number of dice throws taken to reach that position.

• Keep track of visited positions to avoid revisiting them.

• Continue BFS until reaching position 100 and re

To productinize Data Pipelines, one must automate, monitor, and scale the pipeline for efficient and reliable data processing.

• Automate the data pipeline using tools like Apache Airflow or Kubernetes

• Monitor the pipeline for errors, latency, and data quality issues using monitoring tools like Prometheus or Grafana

• Scale the pipeline by optimizing code, using distributed computing frameworks like Spark, and leveraging clou...read more

BigQuery is a fully-managed, serverless data warehouse that enables scalable analysis over petabytes of data.

• BigQuery uses a distributed architecture to process and analyze large datasets quickly.

• It allows users to run SQL-like queries on datasets stored in Google Cloud Storage.

• BigQuery automatically scales to handle large amounts of data and can be integrated with other Google Cloud services.

• It supports real-time data...read more

Random Forest is an ensemble learning algorithm that builds multiple decision trees and merges them together to get a more accurate and stable prediction.

• Random Forest is a popular algorithm used for both classification and regression tasks.

• It creates multiple decision trees during training and combines their predictions to improve accuracy.

• Random Forest is less prone to overfitting compared to a single decision tree.

• E...read more