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Certified Associate in Data Analytics

Learn the fundamentals of Data Analytics and gain an understanding of the data ecosystem, the process and lifecycle of data analytics, career opportunities, and the different learning paths you can take to be a Data Analyst.

TalentLabs
Certified Associate

Application closed

Key summary:

Online

Instructor-led

2 - 4 months

Intermediate level

Certification

Overview

Step into the World of Data

Acquire advanced data skills, master Machine Learning & AI, and launch your career as a Data Scientist, Analyst, AI Engineer, Data Manager, and more.

What you will learn

Learn essential data analysis methods and tools

Master Machine Learning and Deep Learning

Create AI solutions and advanced predictive models

Build a solid portfolio and learn to work in a data team

Languages and tools covered

SQL

Python

Matplotlib

Seaborn

Pytorch

Pandas

Numpy

SciPy

TensorFlow

Scikit-learn

Tableau

Power BI

Jupyter Notebook

Google Analytics

Google Cloud

Modules

Explore our world-class curriculum

Module 1:

Fundamentals of Python

Basic programming concepts

Introduction to Python data processing libraries

Foundations of Pandas

Foundations of Numpy

Module 2:

Fundamentals of SQL

Introduction to SQL

Data queries and analysis

Statements, operations, and aggregation

Module 3:

Data Analysis Processes

Explain how the problem-solving road map applies to typical analysis scenarios

Discuss the use of data in the decision-making process

Module 4:

Data Collection

Web and app data collection

Business data collection

Introduction to Google Analytics

Introduction to Firebase

Module 5:

Data Cleaning

Data management

Define different types of data integrity and identify risks to data integrity

Describe the process of verifying data cleaning results

Module 6:

Data Visualisation and Presentation

Introduction to visualisation toolkits

Fundamentals of Tableau

Fundamentals of Google Data Studio

Insights generation

Data presentation and storytelling

Module 7:

Capstone Project

Apply the practices and procedures associated with the data analysis process to a given set of data

Discuss the use of case studies/portfolios when communicating with recruiters and potential employers.

Meet our course creators

Darren Chiu

Technical Consultant

Anthony Chiu

Software Engineer

Peter Chow

Technical Engineer

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Careers

We will help you boost your career

Navigate tech career opportunities with the help of our Career Services team. Get valuable insights on interview skills, CV preparation, and building a professional portfolio - we will be the bridge between you and your future employers.

We have built relationships with hiring managers at top companies across the region, creating a robust employer pipeline for TalentLabs grads. Our team is constantly advocating for our graduates and helping you to secure your dream job.

Hear from our graduates

Goh Jia Ean

The course materials were comprehensive, yet easy to follow. And with the help of TalentLabs, I managed to secure a placement in Nielsen!

Lee Wynn Hann

TalentLabs's programme provided me with all the fundamental knowledge and skills that I needed to kick-start my career in tech.

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