AI Interview preparation

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Greetings for the day!!!

On Knowledge-Junction we will keep doing preparation for interviews.

In this article sharing some basic interview questions for AI.

Please visit our interview preparation page for other Microsoft 365 services interview preparation. Guide to Microsoft 365: Certification & Interview Tips

Q 1. What is AI

• Artificial Intelligence
• The ability of machines to carry out tasks that typically need human intelligence, like learning, problem-solving, and decision-making

Q 2. What is Generative AI

• Generative AI is a branch of AI that enables software applications to generate new content; Like Images, Videos, Code, documents and other formats

Q 3. What is difference between LLMs and SLMs

• LLM – Large Language Models
• SLM – Small Language Models
• The difference is based on the volume of data and the number of variables in the model.
• LLMs are very powerful and generalize well
• LLMs are more costly to train and use as compared to SLMs
• SLMs tend to work well in scenarios that are more focused on specific topic areas

Q 4. Specify / mention some common scenarios of GenAI

• Chatbots
• AI agents
• Creating new content – Images, Videos, Code, documents and other formats
• Translation of text between languages
• Summarizing or explaining complex documents

Q 5. What is Computer Vision

• Computer vision allows computers to interpret and analyze visual data from images and videos.

Q 6. What is Image Classification

• Image classification is a form of computer vision in which a model is trained with images that are labeled with the main subject of the image
• So that we can analyze unlabeled images and predict the most appropriate label – identifying the subject of the image

Q 7. What is Object Detection

• Object detection is a form of computer vision.
• In which the model is trained to identify the location of specific objects in an image.

Q 8. What is semantic segmentation

• Semantic Segmentation is an advanced form of object detection.
• In this method, the model doesn’t indicate an object’s location by drawing a box around it.
• Instead, it identifies the individual pixels in the image that belong to a particular object.

Q 9. Specify / mention some common scenarios of Computer Vision

• Auto captioning for Photographs
• Tag-generation for Photographs
• Visual Search
• Security video monitoring
• Authentication through Facial Recognition
• Robotics
• Self driving vehicles

Q 10. What is Speech Recognition

• Speech recognition is the ability of AI to “hear” and interpret speech
• Usually this capability takes the form of speech-to-text (where the audio signal for the speech is transcribed into text)

Q 11. What is Speech Synthesis

• Speech synthesis is the ability of AI to vocalize words as spoken language.
• Usually this capability takes the form of text-to-speech in which information in text format is converted into an audible signal.

Q 12. Specify / mention some common scenarios of AI speech technology

• Automated transcription of call or meetings
• Automating audio description of Video or Text
• Automated speech translation between languages

Thanks for reading!!!

HAVE A FANTASTIC TIME AHEAD !!! LIFE IS BEAUTIFUL 🙂