Rambot

Data Analytics Complete Reskill Certificate Program

Saranya Ravikumar & Ts. Dr. Nur Shakirah Md Salleh

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!

Price
RM8,300.00
HRDC Claimable, corporates only

Reskill
Full-Time
Offline
10 days of classes: 10am - 6pm
Upcoming Courses
Start Date
15 Apr 2024 -
26 Apr 2024
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Start Date
06 May 2024 -
17 May 2024
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Start Date
04 Jun 2024 -
18 Jun 2024
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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.
Module 1: Introduction to Data Science and Analytics
  • This module is designed to provide them with a practical and accessible introduction to data analytics using a familiar tool like Google Sheets.
Module 2: Introduction to Databases
  • This module begins with a Database for querying and working with data effectively and covers Google Sites and Google Analytics to create interactive websites and analyse the website for data-driven decision-making and optimising online strategies.
Module 3: Advanced Data Analytics with Python
  • 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.
  • Familiarise 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 normalising data.
  • Practice data visualisation techniques using tools such as Python. This can involve creating different types of charts and graphs to visualise your data, such as scatter plots, and histograms.
  • Activities: Hands-on
  • Assessment: Quizzes
Module 4: Introduction to Machine Learning
  • 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 optimise 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
  • 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
  1. To whom can I refer to gain more insight into 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 replying to enquiries over the weekend. Or you can follow our social media accounts @airasiaacademy (Facebook, Instagram, Linkedin)

  2. 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.

  3. 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.
  4. 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 & Ts. Dr. Nur Shakirah Md Salleh

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.

Ts. Dr. 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.

Price
RM8,300.00
HRDC Claimable, corporates only

Reskill
Full-Time
Offline
10 days of classes: 10am - 6pm