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Certified Associate in Business Analytics

This course provides you with hands-on experience on leveraging analytics tools and methods to prepare you for a future of data-driven and evidence-based business decision making.

TalentLabs
Certified Associate

Application closed

Key summary:

Online

Instructor-led

2 - 4 months

Intermediate level

Certification

Overview

Uncover Insights, Drive Business Growth

Master the art of extracting meaningful information from complex data sets using advanced analytics tools like Python, SQL, Google Analytics, PowerBI, Tableau and more. The exciting part of business analytics lies in its power to influence business strategies, optimize performance, and enhance competitiveness.

What you will learn

Enhance your skills in using advanced statistical techniques for data analysis.

Apply various analytics techniques to forecast trends and business outcomes.

Master the use of analytics software tools like Python, SQL, Google Analytics, PowerBI and more for data manipulation and visualization.

Learn to interpret and communicate data insights effectively to stakeholders.

Explore the application of statistical analysis models to real-world business problems.

Languages and tools covered

SQL

Python

Matplotlib

Seaborn

Pandas

Numpy

Tableau

Power BI

Jupyter Notebook

Google Analytics

Google Sheets

Google Colab

Google BigQuery

Modules

Explore our world-class curriculum

Module 1:

Fundamentals of Python

Basic programming concepts

Control flow

Loops

Building automated Python programs

Module 2:

Fundamentals of SQL

Introduction to SQL

SQL queries - Create, Retrieve, Update, Delete

Relationships

Aggregation and joins

Data Modeling and schema design

Module 3:

Introduction & Data Collection

Data Fundamentals

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

Discuss the use of data in the decision-making process

Data analytics use cases and examples

Data Collection methodology

Data Collection Management

Data Collection with Google Analytics 4

Module 4:

Preparing Data for Analysis

Data Wrangling Principles

Handling of renaming, dropping data, missing data

Handling of data inconsistencies

Sorting & data filtering

Text data handling

Data Wrangling with Google Sheets

Data Wrangling with SQL

Google Colab Usage

Data Wrangling with Python (NumPy & Pandas)

Module 5:

Data Analysis (Insight Generation)

Insights Generation Techniques

Summarising Data

Data Analysis with Google Sheets

Data Exploration and Aggregation

Data Analysis with Python

Outlier Identification

Data Analysis with SQL

Python Data Visualization (Matplotlib & Seaborn)

Univariate Analysis

Bivariate Analysis

Multivariable Analysis

End-to-end Case Study

Module 6:

Data Visualisation

Data Visualisation Concepts and Techniques

Data Ethics

Fundamentals and Advanced Techniques in Tableau

Fundamentals and Advanced Techniques in PowerBI

Effective Communications

Building Data dashboards for storytelling

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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