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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 (94 reviews)

Victoria Ann
Graduated: 2021

10/4/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Highly recommended"

Highly recommend their AI100 course! Personally enriching for Python beginners like myself and the instructor was really good at pacing the lessons. There is also offline support available after lessons provided by TAs. Do not hesitate to ask the instructors... Read More

Victoria Ann
Graduated: 2021

10/4/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Highly recommended"

Highly recommend their AI100 course! Personally enriching for Python beginners like myself and the instructor was really good at pacing the lessons. There is also offline support available after lessons provided by TAs. Do not hesitate to ask the instructors... Read More

rachel
student | Graduated: 2021

10/4/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Good!"

A good platform to learn python! i did not have any background before this lesson (ai100) but the instructor explained the concepts clearly such that it is easy to understand. Each lesson is 3h long and there's time allocated for students to work on the... Read More

Gabriel Wong
Student | Graduated: 2021

10/4/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"An enriching experience"

This course has not only given me a good introduction on some of the different libraries used in data science, but it also helped me to improve in terms of writing code in python too especially from Lessons 1-4. Overall, I really appreciate the effort... Read More

Anonymous
Student | Graduated: 2021

10/4/2021

Overall

Curriculum

Job Support

"This is an enriching experience especially for someone like me without any coding background!"

The entire program outline is extremely beginner friendly and well thought out. It's extremely helpful since I did not have any coding background. Support system by the TA is really helpful too! Overall, I have learnt a lot, did not regret my time here!... Read More

Allyne Zhang
Graduated: 2021

10/4/2021

Overall

Curriculum

Job Support

"Great course!"

Heicoders Academy’s AI100 course is a great introduction to python and data analytics. The format is very well-organized, and the content focused on real-world application which I find useful. Furthermore, the instructor gave personal tips on how to study... Read More

Ng Hui Wen
Graduated: 2021

10/4/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Highly recommended for Phyton beginners!"

AI100 is a very useful course for beginners to pick up Python and learn certain concepts required for coding. The classes were taught at a reasonable pace where the instructors were very knowledgeable and taught the concepts with reference to the working... Read More

Ng Kai Shen Andrew
Student | Graduated: 2021

10/4/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"My experience with AI100"

Took AI 100 after the Python Enrichment workshop, it did not disappoint. Quality of online materials and coaching from the staff was very clear and useful in the real world. I really like how many real world scenarios were shared in class. Definitely... Read More

Sharon Chua
Graduated: 2021

10/4/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Highly recommended python course!!"

The instructors and TAs are very helpful and professional. Course materials are insightful and comprehensive with analogies that are easy to understand. There is also in depth explanation of how concepts are applicable to real life and the workplace.

Guo ZheTao
Graduated: 2021

10/4/2021

Course
Artificial Intelligence Track

Overall

Curriculum

Job Support

"Intro to Python"

Classes were very clear and followed a good pace, I was able to understand and follow well. There was also an emphasis on how concepts could be used in the workplace which I believe would come in handy in the future! Teaching support can be improved by... Read More

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