This skill test helps recruiters and hiring managers evaluate top individuals efficiently. Regression analysis is essential in various ML roles, including Machine Learning Scientists and Data Analysts. Scale your hiring and upskilling by reducing technical screening time by 80%.
It helps you understand the relationship between two or more variables in machine learning. This statistical method uses various metrics to predict continuous outcomes of the dependent variable(s) based on the value of the predictable variable(s). Widely used for forecasting, it can help organizations find trends in data like real estate prices, stock prices, map salary changes, etc.
Why Use iMocha's Regression Analysis Skills Test?
This Skills Test is created by a subject matter expert (SME) to assess candidates and employees on multiple concepts of regression, predictive modeling, reasoning, analytical thinking, etc. This customizable test can help talent managers test individuals’ aptitude, knowledge, and experience in the field. As a result, you can assess efficiently and make data-driven decisions.
Through this assessment, you can assess capabilities like:
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iMocha can customize the test based on the competencies the role requires. For example, the test can be customized if you need the candidate to be highly proficient in Python. The test can be customized to assess a candidate's technical skills, like statistical knowledge, hyperparameter tuning, model evaluation, etc. It can also have varying difficulty levels and durations, include more practical than theoretical questions, and be tailored to organizational policies.
Here are some of the frequently asked interview questions related to this role are:
Want to expand your repertoire of interview questions? Please read our latest blog on Machine learning interview questions.
Here is list of technical and non-technical skills required for this field: