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Instructor-led Classroom Adult Training in Singapore - Modular Fast Track Skill-Based Trainings

Building an AI Chatbot with Rasa Stack and Python

Rasa is a open source conversational A chatbotI framework to building great chatbots and assistants. Rasa is based on Python and Tensorflow. It is made up of Rasa Stack. whiich  is a pair of open source libraries (Rasa NLU and Rasa Core) that allow developers to expand chatbots and voice assistants beyond answering simple questions. Using state-of-the-art machine learning, your bots can hold contextual conversations with users. Rasa is production ready and used in large companies everywhere.

Course Highlights

  • Installing Rasa Core and Rase NLU
  • Rasa NLU training
  • Rase Core training
  • Integrating Rasa chatbot to chat platforms


All participants will receive a Certificate of Completion from Tertiary Courses after achieved at least 75% attendance.

Funding and Grant Applications

Click the links below to apply. Note that you need to register the course first.

For Singaporeans: SkillsFuture Credit

For Company: SSG Training Grant

Course Code: CRS-N-0048252

Course Booking

$298.00 (GST-exclusive)

Course Date

Course Time

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Course Cancellation/Reschedule Policy

We reserve the right to cancel or re-schedule the course due to unforeseen circumstances. If the course is cancelled, we will refund 100% to participants.
Note the venue of the training is subject to changes due to class size and availability of the classroom.
Note the minimal class size to start a class is 3 Pax.

Course Details

Module 1: Get Started on Rasa Chatbot

  • What is Rasa?
  • Install Rasa Stack
  • Download Rasa Starter Pack Git Repo
  • Install Dependencies
  • Test Out Rasa Chatbot

Module 2: Rasa NLU

  • Rasa NLU Pipelines
  • Intent
  • Entities
  • Training Rasa NLU
  • Testing Rasa NLU

Module 3: Rasa Core

  • Rasa Core Architecture
  • Stories
  • Domain
  • Training Rasa Core
  • Interactive Learning
  • Slots
  • Policies
  • Testing Rasa Core 
  • Custom Action

Module 4: Platform Integration

  • Rasa Platforms
  • Using Ngrok For Local Testing
  • Facebook Messenger Integration
  • Telegram Integration

Course Admin


This course assumes the following knowledge

  • Basic Python

Software Requirement

Please download and install the following software prior to the class

Who Should Attend

  • Chatbot Developers
  • AI Chatbot Developers
  • IT Developers


Rasa TrainerDr. Alfred Ang is the founder of Tertiary Courses. He is a serial entrepreneur. He founded OSWeb2Design Singapore Pte Ltd in 2007 offering web development, e-commerce store development, graphics design, ebook publishing, mobile apps development, and digital marketing services. He established the first online gardening store in Singapore, Eco City Hydroponics Pte Ltd in 2000, offering a wide range of gardening products such as seeds, plant nutrients, hydroponics kits etc. Eco City Hydroponics has become the most popular and successful gardening store in Singapore. He founded Tertiary Infotech Pte Ltd in 2012 and transformed the business to a training platform, Tertiary Courses in 2014. Tertiary Courses offers a wide range of SkillsFuture courses for PMETs to upgrade their skills and knowledge. He also established Tertiary Courses Malaysia in 2016. He also founded Tertiary Robotics in 2015 offering Arduino, Raspberry Pi, Microbit and Robotics products

Dr. Alfred Ang earned his Ph.D. from National University of Singapore in 2000, majoring in Electrical and Electronics Engineering. He also completed an online MBA course with U21 Global based in Australia. He obtained his B.Sc (Hons) from National University of Singapore in 1992, majoring in Physics. He topped his Physics cohort for 3 consecutive years and funded his degree study with Book price, awards and tuition. He has worked in Defence, Electronics and Semiconductor Industries. His current interests include Machine Learning, Deep Learning, Artificial Intelligence, Internet of Things, Robotics and Programming.

Dr. Alfred Ang is a ACTA certified trainer. He was Distinguished Toastmasters (DTM) and Senior Member of IEEE. He has published more than 20 peer reviewed papers and co-inventors for more than 20 inventions.

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