Data Analytics Complete Reskill Certificate Program
In just 10 days, we'll prepare you for an entry-level career as a data analyst! It's beginner-friendly with no prerequisites—you just need to be eager to learn!
RM8,300.00
HRDC Claimable
Reskill
Full-Time
Offline
10 days of classes: 10am - 6pm
Upcoming Courses12 Jul 2023
12 Aug 2023
10 Sep 2023
17 Oct 2023
23 Nov 2023
12 Dec 2023
What you'll learn
- To analyse the data and create dashboard using Google Sheet
- To understand and extract the data using Google Query
- To get a hands-on experience on creating Google Sites and analyse it using Google Analytics
- To perform data exploration, transformation, and visualisation using the common data science programming language.
- To study the basic concepts of machine learning
- To deploy various machine learning algorithms using an open-source app framework
- To analyse business data using machine learning
After completing this course
- You will earn a Data Analytics Complete Reskill Program Certificate of Completion Powered by Google Cloud.
- Access to airasia academy On-Demand Learning (ODL) platform to learn anytime, anywhere, and use it for revision.
- You are on a fast track way to in-demand Jobs in Science & Technology, Finance, Business Intelligence, Energy, and more.
- Brush up your interview skills and learn to build a professional resume with access to our career resources.
- Through airasia academy’s vast network of employers, you may have the golden opportunity to connect with top companies.
Module 1: Introduction to Data Science and Analytics - 2 days
- Hands-on activities using Google Sheet to analyze data and create a dashboard. It is a simple and effective way to gain insights from your data and communicate those insights to others.
- Activities: Hands-on
- Assessment: Quizzes
Module 2: Introduction to Data Repository - 1.5 days
- Hands-on activities using Google Query - a powerful function in Google Sheets that allows you to retrieve and manipulate data from a specified data range. It is a SQL-like query language that lets you filter, sort, group, and aggregate data in various ways, without the need for complex formulas.
- Activities: Hands-on
- Assessment: Quizzes
Module 3: Advanced Data Analytics using the Top Data Science Programming Languages - 2.5 days
- Start by understanding the basics of data types and basic features offered by the programming language.
- Learn about data understanding, which involves identifying the relevant data sources, exploring the data to gain insights and understanding, and documenting your findings.
- Familiarize yourself with data preprocessing techniques, which involve cleaning and transforming data to ensure that it is ready for analysis. This can include handling missing or inconsistent data, and scaling or normalizing data.
- Practice data visualization techniques using tools such as Python and R. This can involve creating different types of charts and graphs to visualize your data, such as scatter plots, and histograms.
- Activities: Hands-on
- Assessment: Quizzes
Module 4: Introduction to Machine Learning - 2 days
- Data preparation: This involves cleaning and preprocessing data, handling missing values, and feature engineering to create relevant features for analysis.
- Model selection: Machine learning models can be selected based on the nature of the problem being solved, such as regression models for predicting numerical values or classification models for predicting categorical values.
- Model training: The selected model is trained using a portion of the available data, and the remaining data is used to validate and test the model.
- Model evaluation: The performance of the model is evaluated using metrics such as accuracy, precision, recall, and F1 score.
- Model tuning: The hyperparameters of the model are tuned to optimize performance on the validation set.
- Model deployment: The trained model is deployed to make predictions or decisions on new data.
- Activities: Hands-on
- Assessment: Mini project
Module 5: Adoption of Machine Learning in Business - 2 days
- Machine learning offers a wide range of techniques and approaches for forecasting: time series and regression forecasting. By leveraging these techniques, you can develop accurate and effective forecasting models to predict future trends and make informed decisions.
- Activities: Hands-on
- Assessment: Mini project
Can I get a job after attending the course?
The certificate from airasia academy is recognised by the industry which is sufficient to land you a job. But, if you manage to stand out and earn excellent results, our trainers may recommend you to companies within the airasia group and Google Cloud ecosystem, or to their extensive network of businesses. That means you will have a good shot kickstarting a new career!
Who can I refer to get more insight of the courses?
You may drop us a WhatsApp message at 010-5008787. Kindly take note that our working hours are 9 am - 6 pm from Monday to Friday and our friendly team will reply to you as soon as we can. However, do expect a slight delay in reply in enquiries over the weekend. Or you can follow our social media accounts @airasiaacademy (Facebook, Instagram, Linkedin)
Will I earn a Certificate?
Yes! Upon passing this course, you will receive a certificate of completion, which would be a huge plus for your resume.
What payment options do you offer?
We offer some of the most competitive payment options, with a range of flexible plans. These include:
- We offer Interest-Free Instalment plans for Maybank and Public Bank credit card holders. You have an option to choose from a 6-month or a 12-month plan.
- This course is HRD Corp Claimable: Get your tuition reimbursed by your employer.
- We offer a range of scholarships to make learning more accessible.
Is this class on site or fully online?
This bootcamp is an intensive 10-days Bootcamp conducted FULLY on-site for the best learning experience and hands-on immersive experience with your fellow instructors.
Meals are provided during the course.
Meet your instructor
Saranya Ravikumar
A Certified Engineer in Computer Vision with over 4+ years of experience in AI techniques, Data Analysis, and Machine Learning using R language and Python programming as AI Instructor and Freelance Technical Expert in Data Science.
She believes in explaining the concepts from the student's perspective to make them understand concepts clearly, involves in end-to-end AI-related training, content development, project management, and research.
Nur Shakirah Md Salleh
An HRD Corp accredited trainer with over ten years of experience teaching technical subjects in the Computer Science field including Machine Learning using Python, Mobile Application Development, and Parallel Computing.
She believes that the learning process happens at all times, and our readiness to learn something new is the path that allows us to move to the next level. Her past collaborations with local and international level for research projects related to Machine Learning and Energy have increased her passion in the Machine Learning area.
RM8,300.00
HRDC ClaimableReskillFull-TimeOffline10 days of classes: 10am - 6pmCourses You May Like
Instructor-Led Courses
Software Engineering/Coding Bootcamp with CertificateNaghmeh Mohammadi • English • Reskill •
CertificationRM13,200.00Offline
Cybersecurity Complete Reskill ProgramRamasankara Rao • English • Reskill •
CertificationRM12,480.00Offline%20(1).jpg)
Digital Marketing Certificate Complete Reskill BootcampRobin & Ciayi • English • Reskill •
CertificationRM6,500.00Offline
Cloud Infrastructure and Architecture Complete Reskill ProgramMouhannad Al Ama • English • Reskill •
CertificationRM4,853.00Offline
On-Demand Courses
- Big Data Challenges In IndustryEnglish • BeginnerEnglish • Beginner
- AI for FunEnglishEnglish
- Introduction to Statistics and Data Mining - Part 2English • BeginnerEnglish • Beginner
- Introduction to Statistics and Data Mining - Part 1English • BeginnerEnglish • Beginner