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EasyUphill
CORPORATE DEVELOPMENT
+27 81 041 7673
training@eubiz.co.za
68 Sunstone Street, Germiston, 1401
eubiz.co.za
Data & Analytics

Data Cleaning and Preparation Techniques

Duration
2 Days
Delivery
In-house, public or online
From
R10,000 per delegate
Certificate
On completion
Course overview

Most of the effort in analytics goes into getting data ready, not analysing it. This practical workshop teaches the techniques needed to clean, structure, and validate data so that analysis rests on a solid foundation.

What you will be able to do
  • Spot errors, gaps, and inconsistencies in data
  • Standardise formats and remove duplicates
  • Handle missing and outlier values
  • Reshape data into an analysis-ready structure
  • Validate data against expected rules
  • Document data preparation steps
Who should attend
  • Data and reporting analysts
  • Administrators handling data sets
  • Research and evaluation staff
  • Anyone preparing data for analysis
Course outline
01
Spotting errors, gaps and inconsistencies in raw data
02
Standardising formats and removing duplicate records
03
Handling missing values and treating outliers sensibly
04
Reshaping data into a tidy analysis-ready structure
05
Validating data against expected rules and ranges
06
Documenting each preparation step for repeatability
07
Merging data from different sources without introducing errors
Upcoming public sessions
DatesVenueDurationFee per delegate
2 to 3 Nov 2026Pretoria2 DaysR10,000
10 to 11 Nov 2026Durban2 DaysR10,000
30 Nov to 1 Dec 2026Cape Town2 DaysR10,000
11 to 12 Jan 2027Johannesburg2 DaysR10,000
8 to 9 Feb 2027London2 DaysUS$1,100
12 to 13 Apr 2027Dubai2 DaysUS$1,100
14 to 15 Jun 2027Pretoria2 DaysR10,000
Fees exclude VAT. This course can also be delivered in-house at your premises on dates that suit your team, or live online.
To book or ask for an in-house quote

Reply to the email this brochure came with, call +27 81 041 7673, or visit eubiz.co.za and open this course.

EasyUphill Training & ConsultingTailored training that moves teams forward.
+27 81 041 7673  ·  training@eubiz.co.za
68 Sunstone Street, Germiston, 1401  ·  eubiz.co.za