Real People. Real Skills. Real Change.

"The curriculum was well structured and easy to follow, and I found it directly relevant to my field of work."

Sam found the DM100 Performance-Driven Digital Marketing With AI course well-organised and applicable to her work. She looks forward to more courses with Heicoders in the future.

"Each module came with real-world examples and hands-on exercises that made it easy to apply the concepts immediately."

Loh Chih Wei praised DM100's practical content covering SEO, SEM, content creation, and analytics with up-to-date industry insights. She left noticeably more confident in measuring and optimising campaigns.

"Eugene is a great instructor who was very generous with his sharing on real-world examples — crucial for understanding how to integrate the different aspects of digital marketing."

Yuan Lin chose Heicoders for its focus on performance marketing. Instructor Eugene's real-world examples helped her connect the dots across SEO, SEM, and paid channels. Highly recommended, backed by strong feedback from friends who took other Heicoders courses.

"Eugene is extremely well-versed in the digital marketing space, enlightening us on SEO & SEM with many real-life examples."

Jie Hui completed DM100 with instructor Eugene and found it highly insightful. Eugene's depth of knowledge and willingness to guide the class made the course well worth it for anyone interested in digital marketing.

"Instructor Yu Long is very patient and very professional in handling our questions!"

Vivien attended DA100 using SkillsFuture funds and praised instructor Yu Long's patience and professionalism throughout the course.

"Darryl emphasised hypothesis-driven data analysis, shared pro tips, and was very patient with all our questions."

Abigail valued instructor Darryl's practical approach in DA100, particularly his focus on gaining useful insights through structured analysis and his readiness to address every question.

"Instructor Yu Long and TA Clement are extremely helpful — answering all my enquiries promptly and with passion."

Clare found DA100's teaching team consistently engaging and responsive. Both instructor Yu Long and TA Clement demonstrated genuine enthusiasm for the subject and the students.

"Heicoders proved me wrong — hands-on practice, industry insights, and a great capstone made all the difference."

Initially sceptical of course providers, Winston was won over by DA100's practical SQL and Tableau content under instructor Shawn. He later took GA100 and found it equally hands-on, covering LLMs, prompt engineering, and AI-enabled workflows.

"Instructor Yu Siang is very patient and passionate about GA100. DA100 was equally useful for understanding how metrics tell different stories."

Jean recommends both GA100 for AI workflows and DA100 for analytical roles. She appreciated instructors Yu Siang (GA100) and Darryl, Min Yan, and Keesha (DA100) for their friendly and knowledgeable teaching.

"Thankful to have Jonathan lead us through DA100 — I enjoyed the clarity of his teaching and his sharing of real-world application."

Tan Jiayi appreciated instructor Jonathan's clear explanations and how he consistently connected lessons to his own day-to-day work experience throughout the 7-week course.

"DA100 was a pleasant experience. The GA100 course equips you to excel as AI becomes more integrated into professional workflows."

Adel completed both DA100 and GA100, finding each course well-structured and practically grounded. Special thanks to instructor Yu Ning and TA Ryan for making GA100 approachable and motivating.

"Thanks to instructor Darryl and TA Kim — their passion for data really shined through every AI200 lesson."

Zack progressed through DA100, AI100, and AI200, noting AI200 as the most content-heavy of the three. He credits Darryl and TA Kim for keeping the course engaging and enriching throughout.

"Jon and Michelle are extremely helpful and knowledgeable. Danielle's live drawing really helps me understand difficult concepts."

Terence completed DA100 with instructors Jon and Michelle, then AI100 and AI200 with Danielle and Kim. The well-paced weekly sessions gave him time to revise between classes, building real confidence in programming.

"DA100 is a great introduction to SQL and Tableau with a good balance of theory and practical knowledge."

Donald valued the realistic capstone case study, industry insights, and responsive instructors in DA100. The course also offered career support and community, which he saw as a welcome bonus.

"Yu Siang is extremely knowledgeable, clear in his explanations, and very patient in guiding participants through complex concepts."

Kang Wei Teck completed GA100 funded through SkillsFuture, gaining hands-on experience with ChatGPT, Gemini, Perplexity, Sora, and Manus. He left with a practical appreciation for how Generative AI enhances productivity and decision-making.

"Yu Siang is remarkably talented — managing the training while attending to all chat queries, making Zoom sessions more productive than any in-person training I've attended."

K Chan compared several providers before choosing Heicoders for GA100. As an intermediate coder, he valued the depth covering automation, vector stores, RAG, and guardrails — leaving confident to build real-world agentic solutions.

"The instructors are knowledgeable, patient, and genuinely supportive — they make sure no one is left behind."

Alan found GA100 both beginner-friendly and substantive, with clear concepts, practical examples, and hands-on projects that bridged theory and real-world application. Highly recommended for anyone starting or strengthening their AI journey.

"Instructors Yu Siang, Min Yan, and TA Kai Sheng demonstrated deep expertise and kept everyone motivated throughout the course."

Stephanie was impressed by GA100's balance of theory and practice. The hands-on projects helped her build a portfolio piece she's proud of. She strongly recommends it for anyone serious about building or advancing their AI skills.

"Instructors Min Yan and Yu Ning demonstrated strong subject matter expertise, and TA Candy was dedicated and efficient throughout."

Mabel found GA100 thoughtfully designed and highly effective for applying Generative AI to real work scenarios. An awesome learning experience with time well invested — highly recommended for those looking to level up in AI.

"Instructor Wei Chen was patient and great at answering our queries, making the course experience smooth and enjoyable."

Melanie found GA100 eye-opening, covering everything from prompting techniques to agentic AI workflows. The course introduced her to tools she had never used before, broadening her understanding of how AI fits into everyday life.

"Super hands-on class — I now have my own AI agent and intern to help me!"

Serena attended the 3-day in-person GA100 Agentic AI course. She praised instructor Yu Siang for using layman analogies to explain technical concepts clearly, and TA Jerome for his attentive support throughout.

"Getting to work with real-life tools like n8n made the lessons so much more practical and engaging."

Coming from a non-technical background, Jeannie found GA100 challenging but rewarding. Recorded lessons helped her revisit content at her own pace. She thanks instructor Yu Ning and TA Wai Hong for their patient and clear guidance.

"Trainer Yu Siang explains complex concepts in a clear and simple manner. TA Kai Sheng provided immediate hands-on assistance throughout."

Andrea attended GA100 in-person and found the course well-structured with a strong theory-practice balance. She appreciated Yu Siang's clear delivery and Kai Sheng's on-site support during practical sessions.

"Danielle and TA Bradley were patient and supportive — giving me a strong Python foundation and the confidence to keep learning."

Gavin had no prior programming experience before AI100. He praised instructor Danielle's real-world examples and bite-sized explanations, with TA Bradley's consistent support helping him complete hands-on exercises confidently.

"Instructor Danielle was clear in her lectures. TA Juyoung provided additional guidance with helpful, detailed assignment feedback."

Sean found AI100's Python and Data Visualisation course well-paced and suitable for after-work learning, with multiple timing options available. He looks forward to applying his new skills and exploring more Heicoders courses.

"The course uses business examples so you can appreciate how to apply Python in real life. Danielle and Bradley went the extra mile."

Mabel co-funded AI100 with SkillsFuture credits and found the curriculum grounded in practical business applications. Instructor Danielle and TA Bradley were knowledgeable and consistently went above and beyond to answer questions.

"Yu Neng Kong's approach is student-focused — he ensures every concept is fully understood before moving on to the next."

Jun Ying described AI100 as one of her best educational experiences, praising instructor Yu Neng Kong's infectious passion and clear explanations. The hands-on projects and real-world examples gave her immediately applicable Python skills.

"Yu Ning explained complex code in an easy-to-follow way and was extremely patient — often staying back to share industry insights."

Eric enrolled in AI100 to brush up on Python before university. Instructor Yu Ning's patience and clarity made the course highly valuable, and he would highly recommend it to anyone starting out in Python and data visualisation.

"Instructors Darryl and Min Yan are knowledgeable, take time to explain clearly, and are overwhelmingly dedicated to making sure students understand."

Jensen commended her AI200 instructors for their commitment to ensuring every student understood the content before moving forward. A warm and supportive learning experience throughout.

"Course materials are well-documented in the Canvas portal, and the Capstone Project ensures you apply your knowledge practically."

Iris completed AI200 and GA100 with Heicoders, finding both courses well-organised with structured resources and hands-on capstone projects. She highly recommends Heicoders for anyone keen on AI or data analytics.

"AI100 had great support systems to ensure you catch up. AI200 taught significantly more than I expected."

Sing Ee progressed from AI100 to AI200, finding the curriculum impressive at both levels. The capstone project in AI200 was particularly effective in consolidating learning and applying different machine learning models.

"Thoroughly impressed with the comprehensive curriculum — the hands-on exercises, assignments, and capstone project were all valuable."

Kean Hin found AI200 well-rounded, with a knowledgeable instructor, helpful TAs, ample supplementary resources, and timely assignment feedback that helped him track and improve throughout the course.

"Instructor Min Yan is extremely knowledgeable and provided invaluable insights into data cleaning, feature engineering, and model tuning."

Kendrick took AI200 under founder Min Yan and found the curriculum well-structured and beginner-friendly. He used SkillsFuture credits and recommends the course — but advises putting in the hours to excel in the capstone project.

"Instructors are not only technically excellent but also very approachable and great at delivery — unlike most educational institutes."

Huang Zhiwhei completed AI100, AI200, and AI300, plus a stocks investing course. He praised instructors Ryan and Shauna (AI100) and Min Yan (AI200, AI300) for their clarity and approachability, contrasting favourably with university-style teaching.

"AI300 covered the necessary aspects of deploying models on a cloud platform — directly relevant to the real working world."

Carlos found AI300 engaging and practical, with instructor Min Yan making lessons livelier by weaving in real work stories. He appreciated the course's focus on cloud deployment and MLOps.

"Instructors were very knowledgeable and patient. The Telegram group ensures questions are answered promptly even after class."

Kelly attended SE100, AI200, and AI300 at Heicoders. She found the course notes clear and easy to follow, and also benefited from career support — using the resume template to land several interviews.

"Heicoders courses helped improve my DS/ML skills and connected me with a community of learners and industry professionals."

Ardi found AI200 and AI300 a great combination for sharpening data science and machine learning skills, while also providing access to a valuable network of like-minded learners and industry practitioners.

"Teaching materials were detailed and well-structured. Min Yan was knowledgeable and addressed all our questions thoroughly."

Danial completed AI300 and appreciated both the quality of course materials and instructor Min Yan's responsiveness. TA Candy was also highlighted for her efficient support on administrative matters.

"Gibson stresses managing risks first before profits — and keeps the class engaged throughout the entire course."

Benedict found PSTTA highly insightful, impressed by instructor Gibson's expertise and open sharing. He recommends it for anyone curious about trading who wants a safe, structured place to start learning.

"Gibson is clear, great with his lectures, and patient in answering all questions — even from complete beginners."

Paige attended PSTTA in person and found Gibson's teaching style accessible and engaging for all levels. She wishes there were a part 2, feeling there was much more Gibson could share.

"Gibson's framework emphasises discipline, repeatability, and risk control — ensuring every trade meets defined criteria before entry."

Ng Yan Kiat completed both GA100 (with instructors Kong and Ryan) and PSTTA (with Gibson, Shawn, and Ee Fang). He found both courses well-structured and practically grounded in real-world scenarios.

"Gibson is highly knowledgeable and shares practical insights that make complex trading concepts easy to understand."

Fang Swee Slan had no prior trading background before PSTTA. She found the course well-paced and clearly structured, guiding her step-by-step from fundamentals to practical strategies. Highly recommended for beginners.

"Gibson's ability to simplify complex trading concepts into a repeatable framework was invaluable."

Jay found the 3-day PSTTA programme exceeded his expectations, bridging theory with actionable market strategies. He highly recommends it for anyone serious about elevating their trading discipline.

"Gibson explains concepts in a clear and structured way — even for someone with no technical background."

Johnny found PSTTA a great experience with well-prepared course materials. The trading journal worksheet for tracking every trade was a particularly practical and memorable takeaway.

"Instructor Gibson was very patient in explaining concepts and sharing his experience. I really learnt a lot."

Grace recommends PSTTA for anyone looking for a more structured approach to trading. She appreciated Gibson's patience and the depth of experience he brought to every topic covered.

"Gibson emphasised risk management over profits and answered questions with patience and valuable real-life trading examples."

ShiQi completed the 3-Saturday PSTTA course with instructor Gibson. She found lessons easy to follow, with examples drawn from his own trades making concepts tangible and directly applicable.

"I especially appreciated Gibson's patience — he made sure everyone understood before moving on."

Alvin found PSTTA's practical, clearly explained content a great introduction to reading charts and making informed trading decisions. He left feeling noticeably more confident in his approach to the markets.

"Despite the 7-week duration, the course content was very comprehensive — and the quizzes were very helpful in reinforcing our learning."

Sharon was part of the pioneer batch for CS100 and found the curriculum thorough and well-supported by course materials and in-class quizzes that reinforced key concepts throughout.

"Whether beginner or experienced, CS100 has information that is extremely relevant — and it stays up to date with the latest industry standards."

Rey recommends CS100 for aspiring penetration testers at any level. He highlights the course's currency with current industry standards as a key differentiator from other cybersecurity resources.

"Instructor Yi Fan is extremely helpful, always patient, and goes out of his way to make sure everyone understands the material."

Valencia had an amazing learning experience in SE100, crediting instructor Yi Fan's patience, clarity, and consistent support as the highlights of the course.

"Jun Xiang explained concepts clearly and made complex topics easy to grasp, while TA Chong Yong was super responsive throughout."

Tan Kok Yong found SE100 beginner-friendly, progressing smoothly from HTML/CSS through to React and a cloud-hosted capstone project. He appreciated the recorded sessions and Notion notes for self-paced review.

"Special shoutout to instructor Jeremy and TA Kim for explaining difficult concepts clearly and guiding me through my assignments."

Tiffany had no IT background before SE100 but found the course easy to follow thanks to detailed, layman-friendly notes and the consistent support of instructor Jeremy and TA Kim. She learned a lot and thoroughly enjoyed the experience.

"Special shout-out to instructor Jeremy for his patience with after-class support, and Ceewai for his assistance!"

Veronica described SE100's 10-week pacing as well-managed and supportive for non-programmers. She recommends Heicoders for their courses and the safety net of support available whenever you get stuck.

"Jeremy and Kim made the lessons enjoyable and comprehensive — I enjoyed SE100 more than any other coding class I've attended."

Magdelene learned a great deal in a short time during SE100 and found the teaching quality superior to other courses she had tried. She plans to sign up for more Heicoders courses in the future.

"Jeremy and Chong Yong explain concepts clearly and are always approachable for during and after-class questions."

Bing Yi found SE100's once-a-week evening format perfectly manageable alongside work. The 10-lesson programme covered every fundamental needed to kickstart his passion for web development. Would recommend 10/10.

"I had an amazing experience in SE200 — learning Next.js, an up-and-coming framework widely used in the industry."

Dexter found SE200 both challenging and rewarding, with content that directly improved his skills as an aspiring software engineer and gave him practical experience with modern industry tools.

"The SE200 course content is clear, well-structured, and easy to understand — and the team keeps it up to date."

Tasneem found SE200 instrumental in kickstarting her portfolio project. She appreciated how Heicoders updates the curriculum regularly to stay current, and highly recommends it for building a strong technical foundation.

"I have taken all 3 courses and obtained the Data Analytics (DA) Nanodegree. The courses are very well executed and the topics covered are aligned to the requirements of the job market."

Cin completed the full Data Analytics Nanodegree and found the courses well-executed and market-aligned. She is especially thankful to all the instructors and TAs for making the courses fun, interactive, and insightful. Highly recommended for those looking to learn Data Analytics.

"From a person with minimal exposure to data analytics and no background in coding, statistics and mathematics, the course really opened me up to various possibilities of data visualisation and adopting machine learning."

Joey completed the full suite of modules under the Data Analytics Nanodegree and found it eye-opening for data science and analytics. The trainers were knowledgeable and TAs very helpful, making learning manageable even without a technical background. Big thumbs up to Min Yan and the team.

"I like the way the course is conducted and how friendly the learning environment is. The instructors were great in their own way for their teaching."

Maxwell attended DA100, AI100, and AI200 to complete the DA Nanodegree. He found the learning environment friendly, the teaching assistants very helpful, and the materials easy to follow. Each course concluded with a capstone project to affirm learning.

"Overall experience was amazing, with the help of great instructors supporting us on the course syllabus and even questions that are sometimes out of the course syllabus."

Weiming completed the Data Analytics Nanodegree after 6 months of learning. He found the overall experience amazing and credits the instructors for going above and beyond. Definitely a great place to begin your learning journey.

"I have successfully completed the AI Nanodegree and made a career transition to become a data analyst, all thanks to Heicoders Academy."

Anthea completed the AI Nanodegree and successfully transitioned her career to become a data analyst. Across all 3 courses, she found the instructors insightful and clear, and the career advisory service was game changing.