นักพัฒนา Python ระดับเริ่มต้น
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เรียนรู้ Python สำหรับการพัฒนาซอฟต์แวร์ ตั้งแต่การเขียนฟังก์ชันไปจนถึงการกำหนดคลาส รับทักษะที่จำเป็นเพื่อเริ่มต้นอาชีพนักพัฒนาของคุณ!
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Prove your readiness for Python developer roles by demonstrating your ability to write functional programs, build object-oriented solutions, and work confidently across the full developer workflow — from core Python to command-line tooling and AI coding tools.
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Embark on your certification journey by registering today! Once registered, you'll have 30 days to conquer the timed exam and practical exam. To ensure you're fully prepared, we recommend taking the readiness quiz before the certification.
We will put your skills to the test with one timed exam. You will have two hours and two attempts at the exam to show you are ready. Not quite there? Don't worry, DataCamp's learning platform has everything you need to prepare and achieve your goals.


Once you've completed the timed exam, get ready to showcase your abilities in the practical exam. Dive into the sample exam beforehand to familiarize yourself with the format and expectations. For associate exams, you will be automatically graded, giving you your results moments after submitting.
Congratulations! You've navigated through the challenging terrains of our certification journey, showcasing your expertise and commitment along the way. In this final step, bask in the glory of your achievements as you officially receive your Certification. This badge of excellence not only symbolizes your proficiency in the field but opens doors to new opportunities in your career.

The Python Developer Associate Certification validates the foundational knowledge and practical skills required for Python developer roles, equipping you with everything you need to write, test, and ship real code from day one.
This Certification has a deadline of 30 days and the full requirements can be found here.
The timed exam (PDA101) evaluates your skills in Core Python, Building with Python, and Developer Workflow and Tooling. To pass, you must be proficient in writing functional Python programs using variables, operators, conditionals, and loops; manipulating strings, lists, tuples, sets, and dictionaries; defining and calling functions with positional and keyword arguments, and using lambda functions, generators, and comprehensions; applying classes, inheritance, and dunder methods; using standard library modules including os, datetime, Counter, defaultdict, and regular expressions; handling errors and using context managers; loading and manipulating data with pandas; generating and critically evaluating code from AI coding tools; and navigating a Linux/Unix command line and writing shell scripts.
The practical exam (PDA501P) assesses your skills in Core Python, Building with Python, and Developer Workflow and Tooling. You'll work through a real-world scenario that requires you to apply skills across all three domains. To pass the practical exam, you'll need to be able to write complete, functional Python programs applying core syntax, data structures, and control flow; use functions, classes, and standard library modules to build modular solutions; handle data using pandas and debug code to identify and fix errors; navigate the command line and execute shell scripts; and apply AI coding tools effectively within a development workflow, critically reviewing and correcting generated output.
เรียนรู้ Python สำหรับการพัฒนาซอฟต์แวร์ ตั้งแต่การเขียนฟังก์ชันไปจนถึงการกำหนดคลาส รับทักษะที่จำเป็นเพื่อเริ่มต้นอาชีพนักพัฒนาของคุณ!
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