Data Science Assessment

About This Assessment

This AI & Machine Learning assessment evaluates a candidate's foundational and applied knowledge in data science, focusing on Python programming, statistical analysis, machine learning algorithms, and problem-solving skills. Designed for freshers in India, the assessment measures proficiency in handling real-world datasets, implementing predictive models, and interpreting results effectively. Candidates will solve multiple-choice questions, coding challenges, and scenario-based problems to demonstrate their understanding of core concepts like regression, classification, clustering, and model evaluation. The evaluation also assesses logical reasoning and adaptability to industry-standard tools such as Jupyter, Scikit-learn, Pandas, and TensorFlow. Successful candidates will showcase not just technical competence but also clarity in communicating insights—an essential skill in India’s fast-growing AI-driven job market. This assessment aligns with entry-level data science roles in IT, analytics, and AI services sectors across Indian organizations.

Instructions

Read each question carefully and ensure you understand the requirements before attempting to solve it.Manage your time efficiently—allocate appropriate time per section to complete all tasks within the allotted duration.Use standard Python libraries (Pandas, NumPy, Scikit-learn) for coding tasks and include clear comments or explanations where necessary.Webcam and microphone access required.This is an AI-proctored assessment; your camera and microphone may be monitored.Do not switch tabs during the test; tab switching will auto-submit your attempt.Copying and plagiarism are strictly prohibited.Ensure a stable internet connection.Attempt all questions; there is no negative marking.Read each question carefully before answering.Time is strictly monitored; incomplete submissions will be auto-saved.Avoid the use of calculators or external tools unless specified.You must complete the assessment in one sitting.DO NOT SWITCH THE TABS. SWITCHING TABS OR WINDOWS FOR 3 TIMES WILL ATTRACT ENDING OF THE TESTAll questions are mandatory.Results are auto-scored with partial credits for application-based answers.

Skills Evaluated