Data Wrangling and Data Analysis with Python
This lesson is SkillsFuture Credit claimable.
About the Class
- Class Level: Intermediate
- Age Requirement: 18 to 55 years
What You'll Learn
Topics Covered
- Understanding the Business Domain and its requirements
- Import Data Sets
- Types of Data using tools and techniques
- Understanding the Dataset - Quality and Quantity
- Tools and Techniques for Data Analysis
- Importing and Exporting Data in Python
- Chosen Data sets
- Clean and prepare Data for analysis
- Manipulate Data Frame
- Summarize Data
- Insights from Data
Learning Outcomes
- Select the best tools and learn the right techniques to wrangle the collected Data
- Evaluate and analyse the Data using appropriate tools and techniques based on business objectives to maximize
- Derive insights by performing visual analysis on real world Data and articulate how these insights impact business decisions and lead to improved business objectives
Fee Includes
Full Fee = SGD 2,600 excl 7% GST. For Grant Applicability and Procedure, Please Click Register Interest.
Questions about this class?
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Data Science remains to be the need of the hour and shows no signs of slowing down. Data Science platforms are deployed for sustainability in highly competitive industries enabling optimal use of analytics. As the world produces exponentially more data as time passes, so does the need to collect/gather, wrangle/arrange and analyse the data collected.
Learners will leave with the fundamentals of gathering and loading raw data from various sources and effectively manipulate them to meet business objectives, along with industry best-practices on handling different types of data, appropriate manipulation and coding. They will be exposed to hands-on real world problems using non-trial datasets. This course will equip the learner with the necessary skills and tools needed to tackle business data problems using a programmatic approach.
Grants Applicable : SSG Training Grant (TG), SkillsFuture Credits, PSEA
Registered Course Name : DATA ANALYSIS AND DATA WRANGLING WITH PYTHON (Classroom & Asynchronous e-Learning)
Course Code : TGS-2022011217
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Instructor
Thomas O'Dell
With over 25 years of working experience, in companies such as ICONIX International and Delcan Corporation in Toronto, Canada. Thomas has played a key role in developing the Automatic Fare Collection System for the Taiwan High Speed Rail in Taipei. His significant experience in the IT industry enriches both his industrial training and his academic teaching. He has teaching experience in subjects like Games Programming at various Singaporean institutions.
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