Python Institute PCED 30-, 60-, and 90-day study plan with topic order, review loops, and final-week priorities.
This plan is a compact route for Certified Entry-Level Python for Data Science (PCED). It assumes you are using TechExamLexicon for concept clarity and the exact IT Mastery page for practice routing.
| Day | Focus | What to do |
|---|---|---|
| Day 1 | Orientation and scope | Read the exam guide overview and official vendor page, then use this study plan to mark the lanes you already know and the lanes that need practice. |
| Day 2 | Python foundations | Use core syntax, functions, data structures, files, and exceptions as the base for data work. |
| Day 3 | Data handling | Understand tabular data, missing values, filtering, grouping, sorting, joins, and reshaping concepts. |
| Day 4 | Statistics and visualization | Read summary statistics, distributions, correlation, charts, and common interpretation traps. |
| Day 5 | Machine learning basics | Understand train/test split, features, labels, overfitting, metrics, and model evaluation. |
| Day 6 | Data ethics and workflow | Recognize bias, privacy, reproducibility, documentation, and responsible use. |
| Day 7 | Timed review and scheduling decision | Run a timed practice block, review explanations, update a one-page rule sheet, and verify current vendor facts before scheduling. |