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(SCTP Module) Data Wrangling and Preparation with Programming

Name: (SCTP Module) Data Wrangling and Preparation with Programming
Price: 1350 SGD
Rating: 4.4 (12 reviews)

Training Provider: SINGAPORE UNIVERSITY OF TECHNOLOGY AND DESIGN

Course Reference: TGS-2024042355

S$1,350

Original: S$4,500

Save S$3,150

About This Course

Perform the data preparation component for the role of a junior data scientist or a data engineer or a business analyst role.
Understand the types of data and databases in the business context
Appreciate the use of data dictionary and harness the potential of metadata for data science
Acquire organizational dataset from data lakes and other democratized data sources for data enrichment purposes
Structure data into an appropriate form for data analysis
Manipulate data structures to support data-wrangling phase
Perform data wrangling on the acquired dataset
Address data quality issues with appropriate data cleansing technique
Iterate the data mining process progressively with the provision of data wrangling and exploratory analysis tools

What You'll Learn

This is a five days duration course. Participants will learn to manipulate data into an appropriate form for data analysis and address data quality issues using appropriate data cleaning techniques over the first four days. The last day will be allocated for a project where participants are given the opportunity to wrangle data and prepare the dataset ready for the machine learning model.

Entry Requirements

Recommend to complete Academy's
• Foundation of Data Science
• Programming Fundamentals in Python or equivalent

Some literacy and competency in basic mathematics and Python