Python for Data Science (Synchronous e-learning)
Training Provider: NATIONAL UNIVERSITY OF SINGAPORE
Course Reference: TGS-2025057637
S$950
Original: S$1,900
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About This Course
At the end of the course, participants will be able to:
1. Use Python for basic data engineering to aggregate, clean and process data from local files, databases, and online
2. Create visualisation with popular python packages
3. Create basic to intermediate analytics models using Python
4. Use the above tools within the context of solving essential data science problems
5. Apply Python tools to import data from various sources, explore them, analyse them, learn from them, visualise them, and share them
What You'll Learn
In an age where data is ubiquitous, it is critical to be well-versed in tools that will allow us to extract useful insights, decisions and products from the data that we collect. Python, with its wide array of libraries streamlining each part of the data science process, is an essential part of our quantitative toolkit. Building upon a review of basic Python syntax, this course focuses on how we can better work with, and make use of, data using Python, from cleaning messy datasets, exploring our data by way of visualisations, and setting up machine learning models.
Entry Requirements
• At least a polytechnic diploma (or equivalent)
• Must be familiar with the Python programming language, or have attended the Introduction to Python training and statistics 101 at a pre-university level.
Course Details
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