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Heicoders Academy

Online, Singapore

About Heicoders Academy

Location: Online, Singapore

Heicoders Academy provides high quality tech education to prepare our students for the most in-demand job in the industry. Our courses are developed and delivered by industry experts who have studied in some of the best STEM universities and work with... Read More

Our courses are subsidised by the Singapore Government, and as such Singapore citizens & permanent residents who meet certain eligibility criteria will receive a subsidy for their course.

Courses

Artificial Intelligence Track

Cost: $2,400
Duration: 8 weeks
Locations: Online, Singapore
In-person Available Online
Course Description:

Artificial Intelligence Track (4 courses):
- AI100: Python Programming & Data Visualisation
- AI200: Data Analytics
- AI300: Applied Machine Learning
- AI400: Deep Learning & Database Management

The 4 courses in the Artificial Intelligence track are designed to progressively transform beginners with zero-experience in programming and data science into AI professionals. What is unique about our course is that our materials are threaded with interesting case studies and projects that counts towards student's digital portfolio. Additionally, we have weaved in many gamification elements to keep help students maintain their motivation and drive to learn.

In AI100, students will gain mastery of python programming and gain an intuition on how to apply python in solving analytical queries. Additionally, students will learn how to implement the basic suite of visualisations and even learn how to create a heatmap.

In AI200, students will learn about the key tools in python that are used in data analytics. Students will gain mastery of data cleaning and data wrangling. They will also learn about advanced visualisation, web scraping, regression and classification models through a wide range of projects.

In AI300 and AI400, students will deep dive into predictive models. Specifically they will learn about features engineering and hyperparameter tyning to improve the performance of models. For AI400, the focus will be on deep learning models as well as database management.

Through our 4 course track, students would be able to build an end-to-end data pipeline that is able to meet the industry requirements.

Subjects:
Database Management, Python, Machine Learning, Artificial Intelligence (AI), Data Analytics, Data Visualization

Heicoders Academy Reviews

Average Ratings (All Programs)

Heicoders Academy logo

4.98/5 (105 reviews)

Anonymous
Graduated: 2022

1/30/2022

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Great introduction to Data Science"

I attended the AI100 course. The instructor (Wei Chen) and notes from Heicoders Academy were very detailed and helpful in understanding the concepts introduced. He took the time to explain systematically how each function or code work. Explanations were... Read More

Anonymous
Graduated: 2021

12/28/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"One of the best courses I tried"

I have done several online courses previously, but Heicoders Academy's course was the one I enjoyed and understood well. I did the AI100 course, which had a lot of hands on exercises, homework and a small visualization project. Signed up for the AI200... Read More

Mark Koh
Graduated: 2021

12/20/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Practical & hands-on, highly recommended for those who aspire to actually practise data science"

Heicoders excels at providing students with a glimpse and simulated experience of what data science practitioners do and the latest models they use, warts and all. Most of the mathematical jargon has been stripped away to focus on how best to implement... Read More

Gabriel Wong
Student | Graduated: 2021

12/20/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"One of the Best Machine Learning Courses - Great ROI"

I recently finished the fast-tracked AI200 course provided by Heicoders Academy, and I can say with confidence that I've learned much more these past 2 weeks than from any "Machin Learning (ML) Course" that I've taken thus far. It has given me a good... Read More

Joseph Hee
Student | Graduated: 2021

12/20/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Comprehensive and hands on approach to learning Machine Learning"

I learnt a lot about what goes behind Machine Learning Models, initially when I first started machine learning I though it was all about what models are better. But through this course I learnt that there is so much more to machine learning such as Feature... Read More

Anonymous
Graduated: 2021

12/11/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Excellent beginner course to machine learning even for non-techie"

An excellent course that provides a layman intuition of how machine learning models works, and how to apply and choose the relevant models to different problems from regression to clustering. The course has plenty of hands-on opportunities for me to apply... Read More

Swarna
Graduated: 2021

12/11/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Highly recommend for python and ML"

I've attended both AI100 and AI200 courses. The instructors and TAs are very knowledgeable and helpful . The course material is very concise and comprehensive. It has been a very steep learning curve for me, I'm really surprised and happy with the progress... Read More

Ong Wei Keong
Graduated: 2021

12/10/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Best data science course ever"

I like how structured and informative the curriculum is. The instructor Min Yan and David are very passionate about data science and are willing to share resources and real-industry application. They are willing to take extra time outside of the classes... Read More

Unmesh Ullas
Graduated: 2021

12/5/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Great value and professional course"

Well structured course content for ppl with limited background Excellent content delivery by the tutor (Wei Chen) Prompt and fast response from TA team (esp David) Its structure in a way that you can follow the lessons and concept without any coding background.... Read More

Anonymous
Graduated: 2021

10/19/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Best place to learn Python!"

Awesome place to learn Python! The instructor and TA's are very knowledgeable and experienced. The concepts taught was easy to understand with basic explanation for students from multiple disciplines. Weekly assignments and project were comprehensive... Read More

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