In today’s data-driven world, understanding data science is essential for anyone interested in technology, business, or analytics. But what exactly is data science, and why is it so important? Data science is an interdisciplinary field that uses scientific methods, processes,…
How can you reduce latency issues caused by cold starts in AWS Lambda for applications requiring high performance? Answer: To minimize latency from cold starts, you can: Use Provisioned Concurrency: Configure provisioned concurrency to keep a set number of Lambda…
What Is Amazon CloudFront, And What Is Its Primary Function? Amazon CloudFront Is A CDN Service Designed To Deliver Web Content To Users Efficiently. It Caches Content At Various Edge Locations Globally To Reduce Latency And Speed Up Content Delivery…
How would you troubleshoot and resolve high latency issues in a cloud-based application? What is your approach to designing an architecture in the cloud that ensures both high availability and fault tolerance? How would you perform a seamless migration of…
How would you address missing or incomplete data in a dataset for an AI project? What steps would you take to identify and mitigate bias in an AI model? How would you design an AI solution to handle real-time anomaly…
How would you address missing data in a dataset with numerous features? What strategies would you use for feature selection in a dataset with many features and limited samples? How would you handle class imbalance in a classification problem? What…
How would you architect a web application to ensure high availability on AWS? Answer: Deploy your application across multiple Availability Zones (AZs) using Amazon EC2 instances. Utilize an Elastic Load Balancer (ELB) to distribute traffic evenly. Implement auto-scaling to adjust…
How would you establish a continuous integration (CI) pipeline for a project in Azure DevOps? Answer: Begin by setting up a new pipeline from the Azure DevOps portal. Choose the source repository and configure the build process using a YAML…
How would you test a new feature with incomplete or ambiguous requirements? Answer: Start by gathering any available information through stakeholder interviews or documentation. Perform exploratory testing to understand the feature’s functionality. Develop preliminary test cases based on observed behavior…
How would you address a situation where an Azure Virtual Machine (VM) is experiencing low disk space? Answer: To manage low disk space, you can either increase the size of the existing disk or attach an additional disk to the…