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Certified Associate in Data Analytics
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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.

tlTalentLabs
Certified Associate
Certified Associate in Data Analytics
Key summary:
Certified Associate in Data Analytics
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 algorithms
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
Pandas
Numpy
Scikit-learn
Jupyter Notebook
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 to Data Analytics (Data Analytics Processes)
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
Module 4:
Statistics for Data Analysts
Basic Statistics
Descriptive Statistics
Inferential Statistics
Sampling
Probability
Probability Distribution
Correlation
Hypothesis Testing
Module 5:
Data Analytics with Python
Python Review
Foundations of Pandas
Foundations of Numpy
Data Visualization with Matplotlib and Seaborn
Exploratory Data Analysis (EDA)
Module 6:
Hands-on Exploratory Data Analysis with Python
Data Sourcing
Data Cleaning
Feature Engineering
Insights Generation
Complete Case Studies
Module 7:
Predictive Analytics Essentials (Machine Learning Algorithms and AI)
Introduction to Machine Learning & AI
Classification Algorithms (KNN, Decision Trees, Random Forest)
Regression
Clustering
Time Series Analysis
Module 8:
ETL and Data Warehouse Concepts
ETL
Data Warehouse
Data Mart
Data Lake

Meet our course creators

Darren Chiu

Darren Chiu

Technical Consultant

Anthony Chiu

Anthony Chiu

Software Engineer

Peter Chow

Peter Chow

Technical Engineer

Enrol
Choose how you will apply for this course:

Self-paced study

Sponsored programmes

How does it work?

You can purchase our course, and learn at your own pace.
Or you can join our workforce enhancement initiatives where we:
  • Train you with in-demand skllls, and
  • Get you a career placement with our top hiring partners

Is there an application process?

Yes You will be assessed by our instructors.
Yes You will be assessed by our instructors, and any further interviews with our hiring partners.

Can anyone apply?

Yes Anyone can apply to this course and start learning.
No Each initiatives have their own requirements and eligibility, for example age, location, nationality etc.

Do I have to pay for this course?

Yes You have the flexible option to pay upfront at a discount, or to pay monthly.
No This course wlll be free of charge if you enrol through our career initiatives.

Will I get paid?

No
Yes, for some of our initiatives. Some of our career initiatives pay our students a monthly salary throughout the programme.

How long will this take?

Up to you.
You can finish your study whenever, and wherever you want.
Each of our career programmes have their own timelines, ranging from three to nine months.

Will I get a certificate upon completion?

Yes
Yes

Will I get access to live tutorial sessions and marked projects?

Yes
Yes

Do I get career support?

Yes
Yes We will also conduct in-depth CV workshops and interview seminars.

Self-paced study

Start your application through self-paced study, and learn at your own pace.
You can either pay the fees via a discounted one-time payment, or pay monthly.

Choose your region:

* This course is only available in the regions below:
MalaysiaMalaysia

Choose your option:

One-time payment

MYR

12k

upfront

Monthly payment

MYR

1k

/ month

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.

Still have questions?