Real data is messy. Tame it. Learn to clean, reshape and prepare data — the skill that fills 80% of a data scientist's time.
Hands-on with Python and Pandas on genuinely messy datasets, so you can turn chaos into analysis-ready data.
Handle missing values, duplicates and errors with ease.
Get data into the exact shape your analysis needs.
Automate the tedious prep work that slows everyone down.
Data Wrangling & Cleaning teaches the unglamorous but essential skill that data professionals spend most of their time on. Using Python and Pandas on genuinely messy datasets, you'll master handling missing and duplicate data, fixing types, parsing and reshaping — turning raw, chaotic data into clean, reliable, analysis-ready tables.
Basic Python helps! A little Python or Pandas familiarity is useful; we reinforce the essentials as we go. Ideal for aspiring analysts and data scientists.
Earn the "Data Wrangling" badge upon completing all modules and the hands-on final assessment.
Verifiable CredentialData quality issues and why cleaning matters most.
Detect, impute or remove — the right call each time.
Fix data types, dates and messy text fields.
Pivot, melt, merge and tidy data for analysis.
Build a reusable cleaning workflow on a real dataset.
Prepare clean, reliable data for any analysis.
Build the cleaning steps that feed pipelines.
Get data model-ready faster and more accurately.
Trust the numbers behind every report.
A little Python or Pandas familiarity helps, but we reinforce the essentials as we go. Every technique is practised on real, messy data.
Just a laptop. We use free tools — Python, Pandas and Jupyter/Colab. Computers are provided for classroom training; for online training we help you set up in session one.
To receive the Edmire Data Wrangling Certificate, complete all 5 modules and the capstone — cleaning a genuinely messy dataset into analysis-ready form. Resubmission is free if needed.
Because data scientists spend up to 80% of their time on it, and no analysis or model is reliable on dirty data. Strong wrangling skills make everything downstream faster and more trustworthy.
Classroom training at our Dubai centre, live online instructor-led classes, or custom in-house delivery — with all materials yours to keep.
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