Python Programming & Data Visualisation
Gain expertise in Python and the fundamental principles and application of data visualisation
Upskill with Singapore's Top-Rated Tech Academy
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Companies our instructors come from 👩🏻🏫
Learn the most popular programming language in the world - Python
Python is a unique programming language that is widely recognised for its ease of learning and versatility. It has a broad range of applications, from automating workflows to web development and data analysis, making it a valuable tool regardless of your field and use case.
AI100 is the result of a unique blend of beginner friendliness and industry relevance – a signature characteristic of all Heicoders Academy courses. Learn Python with Heicoders Academy today to future-proof your career.
Data Analyst
Junior
S$3.0k
S$4.5k
S$6.7k
Mid
S$4.3k
S$6.3k
S$9.5k
Senior
S$5.0k
S$7.5k
S$12.0k
Lead
S$6.0k
S$9.5k
S$15.8k
Other roles that require Python:
AI100 is suitable for:
- Beginners who have no programming background
- Individuals looking to build a strong programming foundation
- Individuals interested in learning more about data analytics and visualisation
AI100 is part of Heicoders Academy's:
Lay a strong foundation for your career as an AI engineer by honing your Python programming skills - essential for building and implementing AI models, working with big data, and deploying machine learning algorithms
Differentiate yourself from other Data Analysts by automating tasks, developing custom algorithms and cleaning data efficiently with the power of Python
Not looking for a career switch?
Python has a broad range of applications, from automating workflows to web development, making it a valuable tool regardless of your field and use case.
Sign up for AI100 today to learn how coding can help you be more productive, or contact us so we can help you decide if this is the right course for you.
The Heicoders Guarantee
Heicoders Academy is founded and run by a team of passionate technology industry practitioners who believed that their collective expertise and insights could fill the increasing technology skill gap in Singapore.
Eager to share their experiences, they set out on a mission to create a learning experience that not only addressed the shortcomings of existing courses but also aimed to inspire the next generation of technology-sector talents in Singapore.
Each Heicoders Academy course is crafted and regularly updated by an esteemed Academic Board, consisting of university professors and industry veterans with extensive experience as practitioners and hiring managers.
When you enrol in a course with Heicoders Academy, we guarantee:
Practical Value
A course filled with content and skills that you will find not only immediately useful but also valuable for your future endeavours
Expert Instructors
A dedicated instructor personally interviewed by the founders, someone from whom you'll be eager to learn
Personalised Mentorship
1-to-1 guidance and mentorship towards in-demand careers as part of our Nanodegree program (provided you put in the hard work as well!)
Beginner-Friendliness
A course designed to accommodate and support learners who are new to the subject matter, making it easy to understand and engage with the material
Course Curriculum
Heicoders Academy’s AI100 Python Programming and Data Visualisation course in Singapore aims to equip you with a strong foundation in computing and analytics, which was identified by our Academic Board as a key weakness of many job applicants.
You will complete the course with a capstone project that addresses a real-world data problem in the fintech industry. This project will also serve as a valuable portfolio piece for you to showcase in future job applications.
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8 lessons
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3 hours each lesson
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Held on Zoom
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1 Instructor
👬🏻
1-2 Teaching Assistants
Part of:
Pre-Class Preparation
All Heicoders students will have access to course materials via our online e-learning portal.
To prepare for the course, essential resources are provided to familiarise you with the prerequisite concepts and tools used during the course.
Our friendly instructor and teaching assistants are always ready to assist if you encounter any issues. You are also welcome to join our Telegram channel to leverage connections with fellow students, alumni, instructors and tech hiring managers.
Lesson 1: Python Syntax & Data Structures
- Understand use cases of Artificial Intelligence, and how python programming can be used to develop data applications to support these use cases
- Learn foundational programming syntax in Python, including variables and data structures
- Be introduced to basic techniques in debugging Python code
Lesson 2: Python Collections & Conditions
- Understand how python data structures are used to store & retrieve data
- Learn foundational programming syntax in Python, including variables and data structures
Lesson 3: Iterations
- Implement iterative constructs in conjunction with conditions to perform repeatable tasks
- Extract insights from datasets using a combination of iterations and conditions
Lesson 4: Iterations with Nested Data Structure
- Apply iterations to more complex problems to sieve insights from larger 2D datasets
- Learn how to perform iterations with list comprehension
Lesson 5: Functions & APIs
- Learn to write reusable code and leverage on code pre-built into python packages
- Ingest CSV data programmatically and parse it into python data structures
Lesson 6: Data Cleaning, Transformation, Manipulation & Visualisation
- Learn about the stages of the data science project lifecycle, from data cleaning to exploratory data analysis (EDA)
- Implement the data cleaning and EDA stages of the lifecycle with hands-on exercises for a real-world dataset
- Understand the considerations in selecting the appropriate graphical visualisation methods for various datasets
- Build beautiful visualisations using the Matplotlib library
- Leverage on APIs written and published by other developers
Lesson 7: Hands-on Project
- Translate business requirements to data applications through a guided in-class project
- Build on mastery in data preparation and visualisation with more hands-on exercises
- Expand your visualisation toolset using word clouds and geospatial visualisations with maps
Lesson 8: Data Manipulation with Pandas
- Perform data manipulation effortlessly with Pandas library
- Presentation on take-home HDB Resale data project
Capstone Project
HDB Resale Flat Analysis
All AI100 graduates have the option of continuing with subsequent courses in our nanodegrees, where we prepare and equip you with the skills needed to secure prestigious jobs at top companies.
Course Fees & Subsidies
| IBF Subsidy | Course Fees after Subsidy (incl. GST) | |
|---|---|---|
| Singaporeans aged 40 and above | 70% | $936 |
| Singaporeans below 40 and all PRs | 50% | $1,416 |
| Non-Singapore Citizens and Non-PRs | 40%* | $1,656 |
Further reduce your out-of-pocket costs with:
Upcoming Course Schedules
Select a suitable course schedule below to apply. Limited slots are available and are allotted on a first-come-first-served basis.
Our Instructors
All instructors at Heicoders Academy have been carefully screened and selected for their excellence and passion for teaching. With their extensive industry experience, we are confident that you will gain a wealth of knowledge from them.
Wong Kay Jan
Senior Software Developer, GIC
Albert Kwek
Software Engineer, Google
Lee Yu Long
Business Intelligence Lead, Atome
Danielle Thio
Systematic Quant Researcher, Fintech
Jonathan Lim
Senior Data Scientist, StarHub
Darren Tan
Software Engineer, DBS Bank
Shauna Loh
Data Scientist, OCBC Bank
Beh Wei Chen
Software Engineer, Fintech
Jonathan Chew
Data Product Manager, MariBank
Kong Yu Ning
Director of Product Growth, OKX
Lee Yingqiu
Data Engineer, QuantumBlack
Chan Yu Siang
Software Engineer, Cake Group
Beh Min Yan
Data Scientist, Gojek
Amos Tan
Solutions Architect, Stripe
Course Reviews and Testimonials
Heicoders Academy is proud to be recognised by our graduates for our ability to deliver comprehensive and practical content in a beginner-friendly manner. Embark on your Heicoders experience today and discover our dedication to delivering high-quality education.
Frequently Asked Questions
Here are the questions we receive most often:
I have zero programming experience. Is AI100 suitable for me?
Course Design
AI100 was designed specifically for people with zero programming knowledge. You should have no problems catching up with the class as our materials are well-organised for after-class review. Our ourses are also taught by experienced instructors and supported by teaching assistants who provide in-class and after-class support.
Student Experiences
A sizable majority of our past AI100 students had no programming background, and all of them not only managed to pass and are able to apply coding to build incredible visualisations such as this geospatial visualisation by the end of the course. Feel free to browse through some reviews given by past Heicoders students who have successfully graduated from our courses.
If I choose not to take AI100 and start with AI200, what are the prerequisites needed?
Is there any form of certification upon completing the course?
Can I take both AI100 and AI200 concurrently?
For payment could I make a deposit first, and complete the payment closer to the course’s commencement date?
I am keen on your class but can’t make it for one session. Is there a makeup class?
Any difference between Windows and macOS laptops for students? Is one preferred?
Will students be provided recorded sessions to revise the weekly lectures?
I just registered for the course and am a NTUC Union member. How do I apply for the UTAP subsidy?
Have a question we haven't answered?
Our Features
Singapore Today’s Lance Alexander and Melanie Oliveiro speak with Kong Yu Ning, Heicoders Academy Co-Founder, about Artificial Intelligence’s continuing rise and impact on the future of work
Heicoders Academy Co-Founder Min Yan discusses the need to reframe tech education with TIA's Jonathan Chew, emphasising the importance of AI and computational thinking, and advocating for a shift from traditional learning methods to more innovative approaches
Heicoders Academy Co-Founders Yu Ning and Min Yan shares with The Straits Times' Venessa Lee about their efforts to weave in digital and AI tools to save $8k/month for the academy
TSL’s Faith Leong discusses Heicoders Academy’s AI courses, which is led by industry professionals and focuses on making machine learning accessible and relevant through practical capstone projects and real-world applications
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