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Think of simulation as the slight push that sets off a butterfly effect: a few timed sessions in the Microsoft Introduction to Programming Using Python practice engine, and the real 98-381 exam environment stops being unknown territory. In 2026, familiarity with exam-day details is one of the cheapest advantages you can buy.
| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Introduction to Programming Using Python |
| Exam Number: | 98-381 |
| Real Exam Qty: | 40-60 |
| Available Languages: | French, Korean, Japanese, Portuguese (Brazil), Chinese (Simplified), English, German, Chinese (Traditional), Spanish |
| Exam Format: | Drag-and-drop, Multiple response, Select from drop-down, Multiple choice |
| Exam Price: | Approximately USD 127 |
| Passing Score: | Approximately 700 (70%-scale, official thresholds determined by Microsoft) |
| Related Certifications: | Microsoft 98-382 Introduction to Programming Using JavaScript Microsoft 98-375 HTML5 App Development Fundamentals |
| Certificate Validity Period: | Retired (no longer offered after June 30, 2022) |
| Exam Duration: | 45 minutes |
| Sample Questions: | ![]() |
| Exam Way: | Exam retired; previously delivered at Pearson VUE or Certiport testing centres |
| Pre Condition: | Foundational programming knowledge recommended; approximately 100+ hours of Python instruction or equivalent experience |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/learn/certifications/mta-introduction-to-programming-using-python |
| Section | Objectives |
|---|---|
| Perform Operations Using Modules and Tools | - Use built-in Python modules (math, datetime, random, os, sys) |
| Perform Operations Using Data Types and Operators | - Perform data and data type operations (type conversion, structures, indexing/slicing) - Identify Python data types (str, int, float, bool) - Determine sequence of execution based on operator precedence |
| Control Flow with Decisions and Loops | - Construct and analyze branching statements (if, elif, else) - Construct and analyze loops (for, while, break, continue, nested loops) |
| Perform Troubleshooting and Error Handling | - Handle exceptions using try/except/finally - Analyze and fix Python code errors (syntax, logic, runtime) |
| Perform Input and Output Operations | - Console I/O (read input, print formatted text) - File I/O (open, read, write, append, close, with statement) |
| Document and Structure Code | - Use comments and documentation strings - Define and call functions with parameters and return values |
Foundational programming knowledge recommended; approximately 100+ hours of Python instruction or equivalent experience
The 98-381 exam contains 40-60 questions with 45 minutes minutes on the clock. That combination rewards candidates who have rehearsed under realistic conditions — which is exactly what the software simulation version of the TorrentValid materials is for.
The official outline divides the 98-381 exam into weighted domains, including:
The Microsoft Introduction to Programming Using Python question bank at TorrentValid is organized around these same objectives, and its clear layout makes the heavily weighted points easy to spot and revisit.
The passing score is Approximately 700 (70%-scale, official thresholds determined by Microsoft) and the exam fee is Approximately USD 127. A practical approach: keep running timed practice sets until your results sit comfortably above the passing line, then book your seat.
Because knowing the content and knowing the exam are different skills. The software version of the Microsoft Introduction to Programming Using Python materials simulates the real 98-381 exam environment, so the interface, timing, and question flow are familiar before you sit the real thing. It is a small rehearsal with an outsized effect — candidates who have experienced the simulation handle exam-day details calmly instead of burning time on surprises.
The 98-381 exam is the official test for the Microsoft Introduction to Programming Using Python certification from Microsoft, measuring how well you can apply the published exam objectives in realistic scenarios. The credential validates your skills against an industry-recognized standard — and because the exam has its own format and rhythm, materials that combine organized content with realistic simulation prepare you more completely than reading alone.
Three things. First, it starts with a free demo containing plenty of sample questions, so you can taste the 98-381 exam content before deciding. Second, the PDF prints cleanly, turning your screen materials into paper you can annotate — notes in the margins keep your memory of key points fresh every time you pick the pages back up. Third, it travels anywhere: no account login, no compatibility worries, just 42 practice questions for the Microsoft Introduction to Programming Using Python exam ready whenever you are.
HOTSPOT
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
Correct Answer:

References:
https://docs.python.org/2.0/ref/try.html
DRAG DROP
You are writing a Python program. The program collects customer data and stores it in a database.
The program handles a wide variety of data.
You need to ensure that the program handles the data correctly so that it can be stored in the database correctly.
Match the data type to the code segment. To answer, drag the appropriate data type from the column on the left to its code segment on the right. Each data type may be used once, more than once, or not at all.
Correct Answer:

References:
https://www.w3resource.com/python/python-data-type.php
The ABC company has hired you as an intern on the coding team that creates e-commerce applications.
You must write a script that asks the user for a value. The value must be used as a whole number in a calculation, even if the user enters a decimal value.
You need to write the code to meet the requirements.
Which code segment should you use?
Correct Answer: D 🗳️
Explanation: Only visible for TorrentValid members. You can sign-up / login (it's free).
HOTSPOT
During school holidays, you volunteer to explain some basic programming concepts to younger siblings.
You want to introduce the concept of data types in Python. You create the following three code segments:
You need to evaluate the code segments.
For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Correct Answer:
References:
https://www.w3resource.com/python/python-data-type.php
DRAG DROP
The ABC company is converting an existing application to Python. You are creating documentation that will be used by several interns who are working on the team.
You need to ensure that arithmetic expressions are coded correctly.
What is the correct order of operations for the six classes of operations ordered from first to last in order of precedence? To answer, move all operations from the list of operations to the answer area and arrange them in the correct order.
Correct Answer:

References:
http://www.mathcs.emory.edu/~valerie/courses/fall10/155/resources/op_precedence.html
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