BIZ-PBA Python for Business Analytics (Synchronous e-learning)
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2020502310
S$900
Original: S$3,000
Save S$2,100
About This Course
This course will address the basics of Python programming and simple numerical analysis such as:
- Scraping data from websites
- Data cleaning and preparation
- Exploring patterns and trends by descriptive analysis and data visualisations
Case studies and practical exercises are provided throughout this course to demonstrate how the skills set above can help to gain business insights from data to solve real-world problems.
What You'll Learn
Data Science involves both a theoretical foundation of Statistics and Machine Learning and practical capabilities of implementation via programming. This module aims at equipping prospective business analyst with necessary programming skills in Python.
The module starts with some Python programming fundamentals. It then walks through the following topics:
(1) acquiring data, including loading data from local sources such as databases and scraping data from the web;
(2) cleaning data;
(3) organizing data;
(4) summarizing data; and
(5) visualizing data. This completes the whole cycle of pre-analysis data processing.
The module starts with some Python programming fundamentals. It then walks through the following topics:
(1) acquiring data, including loading data from local sources such as databases and scraping data from the web;
(2) cleaning data;
(3) organizing data;
(4) summarizing data; and
(5) visualizing data. This completes the whole cycle of pre-analysis data processing.
Entry Requirements
All individuals interested in using Python programming as an analytical tool for data exploration and business decision making.
Course Details
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Note: To apply for this course, visit the SkillsFuture website or contact the training provider directly.
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