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Fundamentals Courses
Data Science & Machine Learning
 Fundamentals Certificate

Fundamentals of Data Science and AI Machine Learning

Learn Data Science, Machine Learning and AI skills with practical exercises, real-client projects and join an exclusive community to land your next dream job.

FREE 60-minute trial session with an expert

Graduates from this course are now working at over 100+ companies around the world

COURSE OUTCOMES

What You'll Learn

Acquire a thorough understanding of Python programming concepts, including variables, data types, and basic syntax.

Python: Acquire a thorough understanding of Python programming concepts including variables, data types, and basic syntax

Develop skills in using lists, sets, tuples, and dictionaries for organizing and manipulating data effectively.

Data Structures: Develop skills in using lists, sets, tuples, and dictionaries for organizing and manipulating data effectively.

Implement conditionals and loops to dictate program flow and structure automated processes.

Control Structures: Implement conditionals and loops to dictate program flow and structure automated processes.

Learn to define and use functions, including handling errors with exception management to build robust applications.

Functions: Learn to define and use functions, including handling errors with exception management to build robust applications.

Understand the principles of object-oriented programming including classes, objects, inheritance, and encapsulation for improving code reusability.

Object-Oriented Programming: Understand the principles of object-oriented programming including classes, objects, inheritance & more

Acquire practical skills in setting up and interacting with MySQL databases, executing queries, and performing DDL, DML, and DQL operations.

Database Interaction Skills: Acquire practical skills in setting up and executing queries, and performing DDL, DML, and DQL operations.

Gain exposure to fundamental sorting algorithms and searching techniques to efficiently process data.

Basic Algorithm Knowledge: Gain exposure to fundamental sorting algorithms and searching techniques to efficiently process data.

Learn how to read from and write to files in Python, enabling external data interactions and storage solutions.

File Handling: Learn how to read from and write to files in Python, enabling external data interactions and storage solutions.

COURSE CURICULLUM

Hand-Crafted For Success

The course syllabus is regularly revised to stay relevant with the state-of-the-art industry practices. Each unit contains exercises and projects to test your skills and make your industry ready.

🌱  Unit 1: Prep Work
Master the fundamentals of data science and programming and start thinking like a data scientist.
Lessons
  • Python Coding Fundamentals: Get hands-on with practical exercises designed to help you write clean, efficient code
  • Conditional Statements: Make your programs smarter by learning how to automate decision-making processes and handle complex scenarios
  • Loops: Harness the power of loops to streamline repetitive tasks and analyze large datasets with ease
  • Exception Handling: Develop strategies to anticipate and handle errors gracefully, ensuring your code runs smoothly
Mini Project: Build a portfolio that showcases your understanding of basic data science principles
🧑🏼‍💻  Unit 2. SQL & Database Management
Take your data science skills to the next level with knowhow of structured query language (SQL). Learn how to efficiently store, retrieve, and manipulate data using industry-standard tools.
Lessons
  • MySQL: Dive into the world of relational databases and master the fundamentals of MySQL, the most popular open-source database management system
  • Set-up MySQL Service and Workbench: Get hands-on experience setting up your own MySQL environment and exploring its powerful features using the intuitive MySQL Workbench interface.
  • SQL Access from Python: Bridge the gap between Python and SQL, learning how to seamlessly integrate these two essential tools for data science projects.
Mini Project: Build a functional database and impress potential employers with your ability to handle complex data structures
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Become Xccelerate certified

The Fundamentals Xccelerate certification signifies that you clearly grasp the concepts taught during the course and are able to apply them in practice.
Hands-on learning, less theory

Gain the foundational skills in Data Science to kickstart your journey as a Data Scientist

24/7 accessible learning videos

Learn anytime, anywhere with pre-recorded videos and online lectures

Real projectas from real companies

Get deployed and work on real projects from real companies

Lifetime access to new course content

Receive lifetime access to new course content for all Xccelerate courses

Assignment Review by Industry Professionals

Get assignment feedback from industry experts and hone your skills

Online community with a global mindset

Join an online global community with a growth mindset

Job interview training with inudstry professionals

Receive job interview training with a dedicated coach to ace your applications and interviews

'Get the Job' playbook, materials and checklist

Use the 'Ace the Job' playbook, materials and checklist to stay ahead of the competition

INSTRUCTION TEAM

Learn Live With Experts

The direct interaction with a mentor enables the learner to receive immediate feedback, ask targeted questions, and gain insights from mentor's expertise and real-world experience.

Avishek Majumder

Avishek is the Head of Data Science Courses at Xccelerate and an experienced Research Engineer. In the past, he has developed several novel methods to segment objects from images and videos.

This course is perfect for

01
Complete Novice

Someone with no prior experience or formal education in Programming or Data Science

02
Career Switchers

Individuals who are transitioning from one profession to another.

03
Upskillers

Professionals looking to enhance their skills to their current roles.

Prerequisites

None, but basic programming knowledge is encouraged. Python coding fundamentals are covered in the prep work.

Career paths

Junior Data Scientist, Data Analyst, Data Engineer, Machine Learning Engineer, BI Associate

Scholarship Program

We aim to keep our courses as accessible as possible. Ask our sales team to learn more.

Course Schedule

Learn Live Thrice a Week

😪 Monday
🍵 Tuesday
🔥 Wednesday
🌈 Thursday
🎉 Friday
✨ Saturday
Live Lesson
(Online)
7.30 PM - 9.00 PM
Live Lesson
(Online)
7.30 PM - 9.00 PM
Live Lesson
(Online)
10 AM - 12 PM
😪 Monday
Self-Learning
Pre recorded
🍵 Tuesday
Live Lesson
(Groups)
7.30 PM - 9.00 PM
🌈 Wednesday
Self-Learning
Pre recorded
🔥 Thursday
Live Lesson
(Groups)
7.30 PM - 9.00 PM
🎉 Friday
Self-Learning
Pre recorded
✨ Saturday
Live Lesson
(Groups)
10 AM - 12 PM

Still not sure about the course schedule? Talk to our team for more clarity

Join from anywhere and learn with online with mentor guidance.
UPCOMING COHORTS

Reserve Your Seat Today

Do you want to learn how you can impact the world of Data Science and Machine Learning?
Join your desired cohort that suits your schedule
4 seats left

Asia Bootcamp (GMT +8)

Starts Oct 22
16 weeks
7:30pm - 9:00pm
3 spots left

Europe Bootcamp (GMT)

Starts Oct 22
16 weeks
7:30pm - 9:00pm
12 spots left

Americas Bootcamp (GMT -4)

Starts Oct 22
16 weeks
7:30pm - 9:00pm

Can't join the upcoming cohort? Talk to our team to pre-enrol in a future cohort.

Pricing

Invest In Your Future Self

Unlike other courses who tuck away their prices, we are totally transparent with our online Bootcamp pricing and take pride in being accessible and affordable.

Fundamentals of Data Science & Machine Learning Bootcamp

$500

6-week Bootcamp
$500 USD
Enrol Now
16+ hours of video
6-week mentoring & support
2-month office hours with Avishek Majumder
Exclusive access to PyCharm
2-month Relume Starter free trial *
Access to our private community
Xccelerate Certification
Lifetime access & updates

What you’ll learn

Figma

Achieve proficiency in creating wireframes, prototypes, and high-fidelity mockups using Figma.

Portfolio Tools

Build a portfolio that WOWS employers with tools like Framer or Webflow.

Remote Working

Master the art of remote working and how to add value to a tech team dynamic.

UX Research: Build a solid foundation in UX research methods, conduct user research, create user personas, and develop user flows.

UI Design: Master UI design principles and industry-standard tools to develop aesthetically pleasing and functional designs.

Product Design: Gain comprehensive skills in product and service design, coupled with a strategic design mindset.

System Design: Analyse real-world problems and provide meaningful user-centered design solutions to relevant stakeholders

Industy Experience: Experience working on real-client projects and collaborating with cross-functional teams to solve practical problems.

The Xccelerate Method

Trusted by +15,000 graduates
This holistic approach ensures participants are equipped with practical skills, industry insights, and networking opportunities for successful career advancement in the dynamic field of uiux design.
1
Self-driven
Learning
Our courses have been built so that both currently employed and fully committed individuals can  succeed.
2
Live online
Lessons
Instructors will be available via livestream on designated days to ensure you get extra help with course materials or assignments. Lectures are recorded in the event you can’t make it live.
3
Community
Development
You are invited to come onto campus to chat with instructors or work alongside other students to solve tough problems.
4
24/7 Career
Support
Get unlimited support from our experts and prepare a killer CV to land your dream job. Class content will be available for you to access throughout the duration of the course.
5
Real-Client
Projects
Solve real-world problems with real-client projects and grow your professional experience. Gain practical skills to reinforce your learning journey and portfolio.
6
Become
Certified
Impress recruiters and your future employer. Graduating from our programs will grant you a valuable certificate that you can showcase on LinkedIn.
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Frequently Asked Questions

If you still have questions or you're unsure about which course is right for you, send us an email or schedule a free call to find out more.

Is this bootcamp suitable for beginners?

Beginners and students with previous experience in similar realms will be able to get something out of this bootcamp. If you put the right time and effort into this bootcamp, you have a very good chance of starting a new career or advancing in your current career.

Is this a course or a bootcamp program?

Bootcamp is a term commonly used for programs that help individuals learn many key skills in a condensed period of time. In that sense, this program could be considered a Data Science Bootcamp given the amount you will learn.

Is this taught in English or Cantonese?

Many students demonstrate the desire to use these skills in international work environments, not exclusive to Hong Kong. Because of this, English is generally the medium of instruction however we do offer support in Cantonese. For those desiring the ability for remote roles, English also offers a large advantage.

Will I be able to get a job after the program?

We have been running this bootcamp for over 6 years in Hong Kong and hundreds of our students have received jobs both inside and outside of Hong Kong. Students who apply themselves through the program will be qualified for roles both in and around Data Science.

What sets Xccelerate apart from other bootcamps in Hong Kong?

This is the longest running Data Science and Machine Learning bootcamp in Hong Kong. We have developed a positive reputation on behalf of the hundreds of students that have gone on to accept jobs and our ability to work with medium and large organizations on real projects is second to none. In addition, we provide many opportunities for employment seeking and active networking given our longstanding relationships.

How do I know if this program is a good fit for me?

We want to make sure that there is a mutual fit between our programs and our students. Afterall, a positive experience reflects well on us. We recommend that you set up a quick call with us so that we can assess your desired outcomes and fit for the program. We take pride in our ability to present well-equipped students to organizations, so you can be rest assured that we also screen candidates for the program.

Still Have Questions?

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