Learn: Automate Work with Python and OpenAI GPT (ChatGPT) Models

Course Overview

WHY LEARN PYTHON WITH GENERATIVE AI?

Generative AI will be the next most important foundational technology that powers services after the Internet.
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Participants will be equipped with the essential knowledge and skills to write Python code, and effectively utilise GPT-4 through Python to generate AI-driven responses at scale. By the end of the course, learners will be able to apply GPT-4 in practical use cases, including automating intelligent data cleaning processes, retrieval from unstructred data like PDFs, and intelligent web scraping.

OUTCOMES

By the end of this course, participants will achieve the following:‍

Understand programming basics and Python syntax
Manipulate JSON data structure and tabular data using Pandas
Understand how the OpenAI API works and its features
Use Python together with GPT4 API to practical business use cases:

- Intelligent Categorisation

- Retrieval of data from files like PDF

- Intelligent Web Scraping

THIS COURSE IS SUITABLE FOR:

Beginners who are new to programming and analytics
Lifelong learners who would like to upgrade their skillsets in an increasingly data driven world
Apply AI at scale to automate and enhance their daily work

COURSE DETAILS

Course Fees: $1200.00 nett
Training Hours: 15 hrs
Assessment Hours: 1 hr
Mode of training: Classroom (Physical)

Course Dates And Venue

LOADING ..

Venue:

If our venue is not confirmed, we will be using one of these facilities below:

Goldhill Plaza
Village Hotel Bugis

Course Syallabus

Python and programming basics
Data structure - Lists and dictionaries, how the internet passes data around with JSON
Basics to Application Programming Interface (Python’s request library)
Manipulating data with pandas
Understanding OpenAI's (ChatGPT) API – how to send prompts via programming and how to get a response out of it
Apply OpenAI's (ChatGPT) API to practical business use cases:

- Intelligent Categorisation

- Retrieval of structured data from unstructured data files like PDF

- Intelligent Web Scraping

Pre-requisites

Need a laptop with unrestricted internet access (no download of software is needed)
Have good English proficiency (English language at GCE 'O' Level of B4 and above, or WSQ Workplace Literacy skills of Level 7 and above).
Possess basic information and communication technology (ICT) skills.
Programming knowledge is not required

Attendance Requirement

Singaporean Citizens / Permanent Residents learners who are attending SkillsFuture Singapore (SSG)'s funded courses must take their attendance digitally via the Singpass App for attendance-taking for both physical classroom and synchronous e-learning courses.
You must achieve at least 75% attendance.

Course Completion Requirements

You must achieve at least 75% attendance.
Achieve "Competent" in all the assessments

Course Fees and Funding

Singaporeans aged 40 and above

Full Programme Fee: S$ 1050.00 nett
Nett Fee After Skillsfuture Funding (70%): S$ 315.00 nett

Singaporeans aged below 40

Full Programme Fee: S$ 1050.00 nett
Nett Fee After Skillsfuture Funding (50%): S$ 525.00 nett

Permanent Residents

Full Programme Fee: S$ 1050.00 nett
Nett Fee After Skillsfuture Funding (50%): S$ 525.00 nett

Sponsored by SMEs (Enhanced Training Support for SMEs)

Full Programme Fee: S$ 1050.00 nett
Nett Fee After Skillsfuture Funding (70%): S$ 315.00 nett
*Employee must be Singaporean/PR

HRP Sponsored

Full Programme Fee: S$ 1200.00 nett
(with lunch/snacks/refreshments provided)

SkillsFuture Credit

Only self-sponsored applicants can use SkillsFuture Credit.
You can use SkillsFuture Credit, SkillsFuture Credit Top-Up to offset the fees.

Course Instructor

Brandon Ong

I highly recommend the Data Analysis and Visualization with Python course taught by Brandon Ong. The course is suitable for both complete novices and people who have some prior coding experience.

Brandon understands his audience's needs very well and pitches his lessons at a suitable level, avoiding complex jargon and concepts where possible. He also motivates concepts and techniques he teaches with interesting anecdotes.

Kenneth Kwok

Principal Research Scientist
A*STAR

Brandon was very clear in articulating his words and constantly reminding us that we can stop him at any point for him to repeat a process. The activities that were taught to us are very relevant to the use cases in SCDF.

Kimi Soh

Development Officer
Singapore Civil Defence Force

Brandon is really dedicated, passionate, patient. he managed to package the training in a super interactive, concise and fun manner. Its easy to retain knowledge by seeing the application of Python. This is refreshingly different from other courses

Peck Hwang Wong

Marketing Manager
Amazon

Brandon has received consistent positive feedback from the course attendees on his clear content delivery and patience in guiding the participants through scenarios which are relevant and applicable to real world challenges faced by organisations. The attendees were kept engaged during the highly interactive, well designed course and are encouraged to continue their learning of the subject matter beyond the workshop.

Doreen Ang

Trainer
Nanyang Technological University

Brandon is very knowledgeable and passionate about this topic, with plenty of real-life experiences in-built into his teaching. Instead of going chapter by chapter, we learn to apply the basic but important knowledge and go straight to playing with the software and visualization.

Ding Hui Fang

Senior Executive (Procurement)
Prime Minister’s Office

Brandon provides good project focused learning rather than the typical classroom style lecture. Examples given are very practical and real world

Yip Churn Keit

AOO
Singapore Police Force

Refreshingly different from other courses

Brandon is really dedicated, passionate, patient. he managed to package the training in a super interactive, concise and fun manner. Its easy to retain knowledge by seeing the application of Python.

Peck Hwang Wong

Marketing Manager, Amazon

Plenty of real-life experiences in-built into his teaching

Brandon is very knowledgeable and passionate about this topic. Instead of going chapter by chapter, we learn to apply the basic but important knowledge and go straight to playing with the software and visualization.

Ding Hui Fang

Senior Executive (Procurement), Prime Minister’s Office

Very relevant to our use cases

Brandon was very clear in articulating his words and constantly reminding us that we can stop him at any point for him to repeat a process.

Kimi Soh

Development Officer, Singapore Civil Defence Force

Attendees were kept engaged during the highly interactive, well designed course

Brandon has received consistent positive feedback from the course attendees on his clear content delivery and patience in guiding the participants through scenarios which are relevant and applicable to real world challenges faced by organisations. The attendees are encouraged to continue their learning of the subject matter beyond the workshop.

Doreen Ang

Trainer, Nanyang Technological University

Project focused learning rather than a lecture

Brandon provides good project focused learning rather than the typical classroom style lecture. Examples given are very practical and real world

Yip Churn Keit

AOO, Singapore Police Force

OUR TRAINING METHODOLOGY

Beginner Friendly - We teach only the most essential topics to achieve a clear goal

OUR MOTIVATION

For Beginners, Learning Programming Chapter-By-Chapter Can Feel Like A Never Ending Journey

As a beginner, learning programming can feel overwhelming with multiple chapters to cover. It’s easy to lose sight of the purpose behind each topic and how they come together to create a final product.

Often, the relevance and objectives of individual chapters may not be immediately clear, making the learning process seem exhausting.

OUR APPROACH

Starting with the End Goal in Mind

‍Instead of learning concepts chapter-by-chapter, all of our foundational courses begin by defining a clear, practical project or problem to solve.

This could be anything from automating a task to building a simple application.

Learning Only What Matters

We don’t cover every possible chapter—instead, we select only the most essential topics that significantly contribute to achieving the end goal.

Every chapter is taught in direct relation to its practical use, ensuring learners understand why it matters and how it fits into the end goal. This keeps learning focused, efficient, and highly applicable.