Tinker Coders Interview Questions and Answers

I have worked on several machine learning projects, including image recognition and natural language processing.

• Developed an image recognition model using convolutional neural networks

• Implemented a natural language processing algorithm for sentiment analysis

• Collaborated on a recommendation system using collaborative filtering

• Applied machine learning techniques to predict customer churn in a telecom company

Guestimates around sizing

• Guestimates are rough estimates based on limited information

• They are useful in situations where precise data is not available

• Factors such as historical data, industry benchmarks, and expert opinions can be used to make guestimates

• Guestimates should be clearly communicated as rough estimates and not taken as exact figures

Startup growth can be measured through various metrics such as revenue, user acquisition, market share, and customer satisfaction.

• Revenue growth is a key metric for measuring startup growth. This can be tracked through sales figures, profit margins, and overall revenue growth rate.

• User acquisition is another important metric. This can be measured through the number of new users acquired over a period of time, as well a...read more