Data Science Training in Marina Bay

Data Science Training in Marina Bay, Singapore

Gain comprehensive knowledge of data science concepts, from foundational techniques to advanced AI applications.

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Data Science Training is a professional training program delivered by ProgNXT in Marina Bay, Singapore. ProgNXT, a globally recognized corporate training provider in 55+ countries, offers this Data Science Training course with hands-on, instructor-led sessions. Data Science training equips participants with the skills to analyze, interpret, and derive insights from complex datasets using statistical and...

Expert Panel

Designed by the ProgNXT AI & Data Science Expert Panel, specializing in Generative AI, Machine Learning, and ChatGPT applications

ProgNXT AI & Data Science Expert Panel

Course Code: PRO01
14 Hrs
Last Updated: April 2026

Course Rating5/5

Data Science training equips participants with the skills to analyze, interpret, and derive insights from complex datasets using statistical and computational methods. The course covers essential topics such as data cleaning, exploratory data analysis, machine learning, and data visualization using tools like Python, R, and SQL. Participants learn to work with real-world datasets, build predictive models, and communicate insights effectively through visualizations and reports. Hands-on exercises focus on practical applications, such as building classification models, optimizing algorithms, and deploying data-driven solutions. By the end of the training, attendees will be able to apply data science techniques to solve business problems, make data-driven decisions, and add value to their organizations.

Basic computer literacy
Familiarity with Excel or any spreadsheet software

Upon completing the Introduction to Data Science for Beginners course, participants will:

Understand the foundational concepts of data science.
Learn to manipulate and clean data using Python.
Gain skills in data visualization and exploratory data analysis.
Develop basic machine learning knowledge and techniques.

Data Analysis Basics: Understanding and manipulating datasets for analysis.
Data Visualization: Creating insightful graphs and charts using tools like Matplotlib and Seaborn.
Python for Data Science: Leveraging Python libraries such as Pandas and NumPy for data processing.
Machine Learning Basics: Gaining foundational knowledge of supervised and unsupervised learning.

Participants will be assessed on:

Python Fundamentals: Proficiency in basic Python programming relevant to data science tasks.
Data Cleaning and Manipulation: Skills to process and prepare data using Pandas.
Visualization Techniques: Ability to create and interpret various types of plots and charts.
Machine Learning Basics: Understanding the core principles of building

Certificate of Completion: Participants who attend all sessions and successfully complete the course assessments will receive a ProgNXT Certificate of Completion for the Introduction to Data Science for Beginners course.

Foundations of Data Science

Introduction to Data Science

What is Data Science?
Applications in various industries

Understanding Data

Types of data: structured and unstructured
Basics of data collection and storage

Python Basics for Data Science

Setting up Python for data science
Introduction to key libraries: NumPy, Pandas

Data Manipulation with Pandas

Cleaning and transforming data
Operations like filtering, grouping, and sorting

Practical Exercise

Visualization and Machine Learning Basics

Data Visualization

Using Matplotlib and Seaborn
Creating plots like histograms, scatter plots, and bar charts

Exploratory Data Analysis (EDA)

Identifying trends and patterns in datasets

Introduction to Machine Learning

Overview of supervised and unsupervised learning
Building a simple prediction model using Scikit-learn

Hands-On Exercises: Analyzing and visualizing a real-world datasets

Training slides and handouts
Sample datasets for practice
Python scripts and templates for exercises

Participants will be evaluated through a hands-on project and a final quiz.
ProgNXT Certificates of completion will be awarded to participants who successfully complete the assessments.

Data Science Training Events in marina-bay

Online Events

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More Upcoming Session Dates

October 2026

📍 Marina Bay, Singapore

22nd Oct 2026→23rd Oct 2026

🌐 Online Instructor-Led

24th Oct 2026→25th Oct 2026

November 2026

🌐 Online Instructor-Led

4th Nov 2026→5th Nov 2026

📍 Marina Bay, Singapore

7th Nov 2026→8th Nov 2026

🌐 Online Instructor-Led

25th Nov 2026→26th Nov 2026

📍 Marina Bay, Singapore

27th Nov 2026→28th Nov 2026

December 2026

🌐 Online Instructor-Led

1st Dec 2026→2nd Dec 2026

📍 Marina Bay, Singapore

4th Dec 2026→5th Dec 2026

🌐 Online Instructor-Led

26th Dec 2026→27th Dec 2026

📍 Marina Bay, Singapore

28th Dec 2026→29th Dec 2026

Events for other courses in Marina Bay, Singapore

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Data Science Training in Marina Bay