16 weeks, Full-time
Prerequisites
None, but basic programming knowledge is encouraged.Â
Career paths
Junior Data Scientist, Data Analyst, Data Engineer, Machine Learning Engineer, BI AssociateÂ
Scholarship Program
We aim to keep our courses as accessible as possible Learn more
This Full-Time Immersive Data Science and Machine Learning Bootcamp is designed for students with a burning desire to compound data-science knowledge in the A.I. industry. In this 16-week immersive bootcamp, you will learn the building blocks and tools that will empower you to tackle, build and deploy machine learning projects. You will learn to use Python , Scikit-learn, Keras TensorFlow and Tableau to collect, clean and transform data to gain valuable insights and perform data Visualizations. You will develop the practical skills necessary to work in a job requiring the implementation of deep learning tools and techniques.
The classroom and learning environment is designed to be practical and allow students to quickly apply their new skills to real world problems and work with real dataset. At the end of the program, students can expect to be able to build impressive, portfolio-ready A.I. projects that will demonstrate their ability to add value to their next job as a full-stack data-scientist.
While many PHDs spend much of their time engulfed in theory and self-study practitioners struggling between time and subject management, your 1000 hours with Xccelerate will be spent on effective practical learning to build a career in one of the most exciting fields in technology: Artificial Intelligence.
Engagement at the core
Join your class on-campus or via livestream. Either way, our courses are built to keep you focused.
Online office hours
Instructors will be available via livestream on designated days to ensure you get extra help with course materials or assignments
Access course content anytime
Class content will be available for you to access throughout the duration of the course.
Graduate job placement rate
Satisfaction rate (switch-up)
Hybrid Flex HK$ 46,000 | Career Plus Â![]() HK$ 49,000 | Remote Learner HK$ 29,000 | ||
---|---|---|---|---|
Lectures | ||||
Option to join lectures online | ||||
Option to join lectures on-campus | ||||
On-campus hotdesk | ||||
Industry-Centric Projects | ||||
Individual | ||||
Group | ||||
Curriculum Access | ||||
Unlimited during bootcamp | ||||
8 Months extended access | ||||
Lecture Recordings | ||||
24/7 Access During Bootcamp | ||||
Career Opportunities | ||||
Profile listing on Xccelerate talent database | ||||
Hong Kong Tech Career Guide | ||||
On-Campus tech talent day | ||||
2 x Personal Interview Prep | ||||
3 x Personal CV Review | ||||
3 x Personal LinkedIn Review | ||||
Soft Skills Training | ||||
Receive job posts from Xccelerate network | ||||
Job Negotiation Training | ||||
3 x Tech Industry Speaker Series | ||||
Fill out the application form
Tell us your unique story
Coding challenge
Unit 1
Foundations of Coding & Mathematics for Machine Learning
• Python Coding Fundamentals
• SQL and Web Scraping
• Mathematics for Machine Learning and Optimization
• Statistics for Data Science
• Mini Project
Unit 2
End-to-End Machine Learning Workflow
• Foundations of Machine Learning
• Supervised and Unsupervised Machine Learning Algorithms
• Deep Learning on Image Data (Convolution Neural Network, CNN)
• Deep Learning using pretrained networks and transfer learning
• Recommendation Systems and Natural Language Processing
Unit 3
Business Intelligence, Data engineering and Deployment
• Business Intelligence and AI in Business
• Business Intelligence - Theory and Use Cases
• BI with Tableau - Data Cleaning, Summarising, Analysis and Dashboards
• BI with Tableau - Data Analysis and visualisation.
• Data Engineering , Cloud Computing, Scaling and Deployment
Unit 4
Collaboration and Capstone Projects
• Capstone Project Preparation
• Final Presentation in Demo night
Jyoti Gupta
Lead Instructor
King Chak Ho
Teaching Assistant
Leo Chiu
Advisor
3/F, Citicorp Centre, 18 Whitfield Rd, Tin Hau, Fortress Hill
Aug 17 - Dec 10, 2020
Mon-Fri, 9am-6pm
Course closed
100%
booked
Jan 4 - May 1, 2021
Mon-Fri, 9am-6pm
Course closed
75%
booked
Mar 15 - Jul 23, 2021
Mon-Fri, 9am-6pm
Starts in 58d 15:16:53
75%
booked
Some of the companies in our growing list of partners who are ready to work with you on real life projects
Not sure if this is for you?
Mar 15 - Jul 23, 2021
Mon-Fri, 9am-6pm
Hybrid Flex
Join class on-campus or watch via online livestream for any class
HK$ 46,000
Career Plus
Add on career-centric workshops, mentoring and interview preparation
HK$ 49,000
Remote Learner
Join lectures via livestream from anywhere
HK$ 29,000
Starts in 58d 15:16:53
75%
booked
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3/F, Citicorp Centre, 18 Whitfield Rd, Tin Hau, Fortress Hill