IBM Watson Cloud Interview Questions and Answers for internship
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What is your understanding of cloud computing?
- Answer: Cloud computing is the on-demand availability of computer system resources, especially data storage (cloud storage) and computing power, without direct active management by the user. This includes servers, databases, networking, software, analytics, and intelligence. It allows businesses and individuals to access these resources over the internet, paying only for what they use.
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Explain IBM Watson.
- Answer: IBM Watson is a family of AI-powered services for business. It uses natural language processing (NLP), machine learning (ML), and knowledge representation and reasoning to analyze and interpret large amounts of unstructured data, assisting businesses in tasks like customer service, data analysis, and decision-making.
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What are some of the key services offered by IBM Watson?
- Answer: Some key services include Watson Assistant (chatbots), Watson Discovery (data analysis), Watson Studio (data science platform), Watson Natural Language Understanding (NLP), Watson Speech to Text, and Watson Text to Speech, among others.
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Describe your experience with any programming languages relevant to AI/cloud computing (e.g., Python, Java, R).
- Answer: [Replace with your specific experience. Detail projects, skills, and proficiency levels. Example: "I have two years of experience with Python, utilizing libraries like Pandas and Scikit-learn for data analysis and machine learning projects. I've also worked with Java in developing web applications."]
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What is your understanding of APIs and how they relate to Watson services?
- Answer: APIs (Application Programming Interfaces) are sets of rules and specifications that software programs can follow to communicate with each other. Watson services are primarily accessed through APIs, allowing developers to integrate Watson's capabilities into their applications.
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Explain your experience with databases (e.g., SQL, NoSQL).
- Answer: [Replace with your specific experience. Example: "I have experience working with SQL databases, specifically MySQL, for managing and querying relational data. I understand database design principles and have experience with data normalization."]
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How familiar are you with Agile methodologies?
- Answer: [Describe your familiarity with Agile principles like Scrum or Kanban. Mention any experience working in Agile teams. Example: "I'm familiar with Agile methodologies, specifically Scrum. I've participated in sprint planning, daily stand-ups, and sprint retrospectives."]
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What is your experience with cloud platforms (e.g., AWS, Azure, GCP)?
- Answer: [Describe your experience with any cloud platforms, even if it's just familiarity. Example: "While my experience is primarily with IBM Cloud, I'm also familiar with the basic concepts and services offered by AWS and Azure."]
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How would you handle a situation where a Watson service is not performing as expected?
- Answer: I would systematically troubleshoot the issue by checking logs, API documentation, and error messages. I'd also consider factors like data quality, network connectivity, and API request parameters. If necessary, I'd escalate the issue to more experienced team members or consult IBM's support resources.
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