Introduction to Data Science

Available Dates

Feb-03-2025

Singapore
May-05-2025

Singapore
Aug-04-2025

Singapore
Nov-03-2025

Singapore

Dates in Other Venues

Jan-06-2025

Dubai
Feb-03-2025

London
Feb-03-2025

Amsterdam
Feb-03-2025

Barcelona
Feb-03-2025

Paris
Feb-03-2025

Istanbul
Feb-03-2025

Kuala Lumpur
Feb-10-2025

London
Mar-10-2025

Dubai
Apr-07-2025

London
May-05-2025

Kuala Lumpur
May-05-2025

Istanbul
May-05-2025

Barcelona
May-05-2025

Dubai
May-05-2025

Amsterdam
May-05-2025

Paris
June-09-2025

London
July-07-2025

Dubai
Aug-04-2025

Barcelona
Aug-04-2025

London
Aug-04-2025

Istanbul
Aug-04-2025

Amsterdam
Aug-04-2025

Paris
Aug-04-2025

Kuala Lumpur
Sep-08-2025

Dubai
Oct-06-2025

London
Nov-03-2025

Paris
Nov-03-2025

Kuala Lumpur
Nov-03-2025

Barcelona
Nov-03-2025

Dubai
Nov-03-2025

Amsterdam
Nov-03-2025

Istanbul
Dec-08-2025

London

Course Details

This comprehensive programme provides an in-depth overview of the burgeoning field of Data Science, designed to equip attendees with foundational knowledge of key concepts, tools, and techniques. Through theory and practical examples, participants will delve into data analysis, machine learning, data visualization, and other critical aspects of this essential discipline.

Upon completion of this course, attendees should be able to:

Understand the basics and importance of data science in modern business contexts.
Familiarise with key data science tools and techniques.
Apply data science methods for extracting valuable insights from data.
Comprehend the ethical considerations in data science.

This course is ideal for:

Aspiring data scientists looking to kick-start their journey.
IT professionals aiming to expand their understanding of data science.
Business managers seeking to leverage data-driven insights.
Any professional keen on understanding the value of data in decision-making.

Our courses in Singapore take place at the following location :

The Work Boulevard: 79 anson road level 21 Singapore 079906

Once you register for this course, we will subsequently send the invoice and course information, including location, trainer, and other logistics.

Pay Attention, Please! The course location is subject to availability; the course time will be precise one week before the course start date! We may change the course location if there is no availability, and we will let you know about the location change once it happens.

Course Outline

5 days course

Day 1

Day 2

Day 3

Day 4

Day 5

Understanding Data Science

Overview of data science: definition, importance, and applications.
Key roles and responsibilities in a data science team.
Introduction to data types and data structures.
Basic principles of data management.

Data Analysis Basics

Introduction to statistics for data science: Descriptive & inferential statistics.
Exploratory data analysis and data cleaning.
Data wrangling and transformation.
Introduction to regression analysis.

Introduction to Machine Learning

Defining machine learning and its importance in data science.
Overview of supervised, unsupervised, and reinforcement learning.
Basic machine learning algorithms: Regression, classification, and clustering.
Training and validation of machine learning models.

Data Visualisation

The importance of data visualisation in data science.
Understanding different data visualisation tools.
Creating impactful visualisations: charts, graphs, heat maps.
Effective storytelling with data.

Ethics and Future Trends in Data Science

Discussion on ethical considerations in data science: privacy, bias, and fairness.
The role of data governance in data science.
Emerging trends in data science: AI, Big Data, IoT.
The future of data science: skills for success.

Introduction to Data Science

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Introduction to Data Science

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