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Heicoders Academy

Courses: Artificial Intelligence Track

Locations

Online, Singapore

About Heicoders Academy

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.

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Courses

Artificial Intelligence Track

  • Cost: $2,400
  • Duration: 8 weeks
Locations: Online, Singapore
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
Classroom Hours Per Week: 3.0

Heicoders Academy Reviews

Average Ratings (All Programs)

Overall
Curriculum
Job Support

5.0/5

(34 reviews)
    3/6/2021
  • Ronald Wee
  • Graduated: 2021

Overall Score

Curriculum

Job Support

"AI100 - A Great and Condense Introduction to Python and Data Science"

Given the large amount of information on the web, learning Python yourself is do-able but definitely slower and more painful. The course focuses on Python in the context for preparing to apply it towards data science and analytics. For context, I have... Read More

Comment
    12/31/2020
  • Ian
  • Artificial Intelligence Track
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"One of the best machine learning courses out on the market!"

A very engaging and insightful course for those looking to begin their machine learning and artificial intelligence journey. Instructors are all highly professional, knowledgeable, and enthusiastic to share their experience. Content taught is highly relevant... Read More

Comment
    12/30/2020
  • Bradley Yeo Kian | Student
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"Extreme value for money with clear explanations from instructors (no fluff)"

After completing the AI200 course, I am even more interested in machine learning than I was before. The course covers the broad ideas of machine learning and also equips interested students with additional resources to deepen their skills. The emphasis... Read More

Comment
    12/30/2020
  • Bradley Yeo Kian | Student
  • Artificial Intelligence Track
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"Learnt much more than I expected"

After completing the AI200 course, I am even more interested in machine learning than I was before. The course covers the broad ideas of machine learning and also equips interested students with additional resources to deepen their skills. The emphasis... Read More

Comment
    12/29/2020
  • Lynn
  • Artificial Intelligence Track
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"Amazing instructor, well thought out course"

In all honesty, the course seemed pretty daunting to me at first, but with the instructor's guidance and clear explanations, it was relatively easy to follow the lesson and pick up the skills along the way. The notebooks are a gem, they were comprehensive... Read More

Comment
    12/28/2020
  • Justin Cheu | Student
  • Artificial Intelligence Track
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"Best Machine Learning Course - AI200 Applied Machine Learning (Heicoder's Academy)"

AI200 programme was essentially a very well-packaged Machine Learning course that concisely teaches the complicated concepts of Machine Learning and comprehensively provides the necessary contents and tools for me to grow my coding abilities. From AI200,... Read More

Comment
    12/28/2020
  • Hein Htet Oo | Student
  • Artificial Intelligence Track
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"AI200: Applied Machine Learning (Best ML Course!!)"

To join this course was the best decision I made during December! I have always wanted to learn more about Machine Learning concepts and didn't know where to start. This course was indeed what I needed to kickstart my ML journey! The instructor was able... Read More

Comment
    12/23/2020
  • JIN | Student
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"Excellent course for machine learning"

The course has offered clear content and material to support us; the instructor explained, and examples are easy to understand. The assignment is useful to consolidate the class's learning points; especially the last two assignments, there is an open-end... Read More

Comment
    12/23/2020
  • Rose Lin
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"Passionate instructor who teaches how to fish over giving the fish."

Came into the course as a year 1 finishing first semester in Information Systems, without any background understanding of machine learning. This course served as a really great boost to help me overcome the inertia and lack of confidence to approach this... Read More

Comment
    12/22/2020
  • Lance
  • Graduated: 2020

Overall Score

Curriculum

Job Support

"AI200 : Amazing course for aspiring data scientists"

As a student looking to gain a deeper understanding about Data Science , this course have been really insightful, would definitely recommend this course for aspiring data analyst/scientist! The course curriculum was really well structured, catering to... Read More

Comment

Heicoders Academy's average rating is 5.0 out of 5.0 based on 34 review(s).

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