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Data Science & Machine Learning
 Career Certificate

Data Science and AI Machine Learning Bootcamp

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

Python: Develop programming skills essential for Data Analysis and Software Development.

Python: Develop programming skills essential for Data Analysis and Software Development.

Python: Develop programming skills essential for Data Analysis and Software Development.

SQL: Develop programming skills essential for Data Analysis and Software Development.

Create insightful visualizations using tools such as Matplotlib, Seaborn, Tableau, and Plotly

Data Visualization: Using tools such as Matplotlib, Seaborn, Tableau, and Plotly

Implement techniques for preparing raw data, ensuring it is suitable for Data Modelling.

Data Modelling: Implement techniques for preparing raw data, ensuring it is suitable for Data Modelling.

Utilize advanced data manipulation techniques in Pandas for comprehensive analysis.

Data Manipulation: Utilize advanced data manipulation techniques in Pandas for comprehensive analysis.

Interpret data distributions and derive meaningful insights from datasets.

Data Analysis: Interpret data distributions and derive meaningful insights from datasets.

Apply a range of machine learning algorithms, like linear regression to real-world datasets.

Machine Learning Algorithms: Apply a range of machine learning algorithms, like linear regression to real-world datasets.

Learn to evaluate machine learning models using performance metrics.

Model Evaluation: Learn to evaluate machine learning models using performance metrics.

Build and train deep learning models for image recognition, natural language processing ...

Deep Learning Model Building: Build and train deep learning models for image recognition, natural language processing ...

Analyse and interpret text data using NLP techniques like tokenization, stemming & more

NLP: Analyse and interpret text data using NLP techniques like tokenization, stemming & more

Understand and apply time series analysis techniques for data forecasting

Data Forecasting: Understand and apply time series analysis techniques for data forecasting

Uncover patterns, trends, and relationships in data with exploratory data analysis

Interactive Dashboards: Create and deploy interactive data visualization dashboards using tools like Streamlit

Develop collaborative filtering and content-based recommendation systems

Building AI Tools: Develop collaborative filtering and content-based recommendation systems

Develop collaborative filtering and content-based recommendation systems

Building AI Tools: Develop collaborative filtering and content-based recommendation systems

“Xccelerate created a golden opportunity for me to consolidate what I have learned as well as to work on various practical projects that can be displayed in my portfolio.”
Rico Ng
Data Scientist
“A great course for learning Data Science. I received multiple job interviews/offers upon graduation.”
David Wan
Quantitative Developer
“y highest recommendation for any keen learners in getting starting data science, engineering and machine learning - worked for me!.”
Desmond Chiu
Digital Performance Specialist
“Highly recommend!!!!! This course is really useful for me to get a relatively good understanding of data science and machine learning.”
Bruce Lam
Data Analyst
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
🐍  Unit 3. Data Science with Python & co.
Learn to efficiently access, manipulate, and visualize data by master Python's most powerful libraries and tools
Lessons
  • Numerical Libraries: Dive into the world of data analysis using Python's essential libraries, such as NumPy for numerical computing, SciPy for scientific algorithms, and Pandas for data manipulation
  • Accessing Data with APIs: Learn how to tap into vast sources of data by leveraging the power of APIs. Discover techniques for efficiently retrieving and integrating data from diverse sources.
  • Scraping Data from Websites: Master the art of web scraping using Python. Extract valuable insights from websites and transform unstructured data into structured datasets ready for analysis
Mini Project: Harness Python's libraries, APIs, and web scraping techniques to uncover meaningful insights
🤖  Unit 4. Machine Learning & AI
Gain a solid understanding of the fundamental concepts and techniques that drive modern AI applications. Gain hands-on experience with the most advanced techniques driving the AI revolution.
Lessons
  • Foundations of ML: Dive into the core principles and algorithms that form the backbone of machine learning. Understand how machines learn from data and make intelligent predictions
  • Supervised Learning: Master the art of training models using labeled data. Learn how to build and evaluate powerful predictive models for classification and regression tasks.
  • Unsupervised Learning: Explore the realm of uncovering hidden patterns and structures in unlabeled data. Discover techniques for clustering, dimensionality reduction, and anomaly detection
Machine Learning Project: Build an impressive portfolio piece that demonstrates your ability to harness the power of AI
🧠  Unit 5. Deep Learning
Explore the cutting-edge field of deep learning and unlock the power of neural networks that drive modern AI applications like ChatGPT and more.
Lessons
  • Natural Language Processing (NLP): Master the art of teaching machines to understand, interpret, and generate human language. Discover how to build intelligent systems that can analyze sentiment, translate languages, and even engage in conversation
  • Tokenization: Learn how to break down text data into meaningful units, laying the foundation for advanced NLP tasks. Gain practical experience with tokenization techniques that power real-world applications.
  • Computer Vision (CNN): Dive into the world of visual intelligence using Convolutional Neural Networks (CNNs). Discover how to build powerful models that can recognize objects, detect faces, and interpret complex visual scenes
  • Image Processing: Master the techniques for preprocessing and enhancing image data. Learn how to apply filters, transformations, and augmentations to improve the performance of your computer vision models.
Deep Learning Projects: Build impressive portfolio pieces that demonstrate your ability to harness the power of deep learning
⚒️  Unit 6. Data Engineering
Unlock the power of data and learn how to build robust data pipelines that drive real-world applications. In this unit, you'll gain hands-on experience with the most essential tools and techniques for data engineering
Lessons
  • BI Tools - Tableau and Power BI: Master the industry-leading business intelligence tools that turn raw data into actionable insights. Learn how to create interactive dashboards and visualizations that inform data-driven decision making
  • Deployment and Containerization: Discover how to deploy your data-driven applications in the cloud using containerization technologies like Docker and Kubernetes. Gain practical experience with the DevOps practices that ensure scalability and reliability
Data Engineering Projects: Create impressive portfolio pieces that demonstrate your ability to harness the power of data
📽️  Unit 7. Showcase Your Expertise with Capstone Projects
Put your newfound data science and machine learning skills to the ultimate test with real-world capstone projects. Collaborate with your peers and build impressive portfolio pieces that demonstrate your ability to solve complex challenges
Lessons
  • Capstone Project Preparation: Learn how to scope and plan your capstone projects effectively. Gain practical experience in project management and collaboration, essential skills for thriving in a professional data science role
By the end of this unit, you'll have a portfolio of real-world projects. Get ready to stand out in the job market and launch your exciting new career in the world of data
💼  Unit 8. Launch Your New Career with Confidence
Gain the job search skills, interview techniques, and professional network you need to confidently launch your new data science career. In this unit, you'll receive personalized support to help you stand out in the job market and land your dream role
Lessons
  • 1-on-1 Consultation: Benefit from dedicated guidance tailored to your unique career goals and aspirations. Our expert mentors will provide personalized advice to help you navigate the job search process with confidence
  • CV and LinkedIn Profiles: Learn how to craft compelling CVs and LinkedIn profiles that showcase your skills and accomplishments. Discover tips and techniques to make your professional brand stand out to potential employers.
  • Interview Tutorial: Master the art of interviewing and learn how to effectively communicate your value to hiring managers. Gain practical experience with mock interviews and receive constructive feedback to refine your technique
  • Presentation Skills: What and How to Share with Hiring Managers: Discover how to create engaging presentations that showcase your projects and expertise. Learn what information to include and how to effectively communicate your value to potential employers
Personal Branding Glow-Up
  • Resume: Create a compelling resume that highlights your Data Science and Machine Learning skills and projects, positioning you as a competitive candidate in the job market.
  • LinkedIn Profile: Develop a professional LinkedIn profile that attracts recruiters and showcases your expertise to your network.
By the end of Unit 8, you'll have the job search skills, professional branding, and confidence to launch your new data science career. Our dedicated support and resources will help you navigate the job market, connect with potential employers, and ultimately land your dream role in this exciting field 
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Become Xccelerate certified

The Xccelerate certification makes sure that you are ready to join the workforce as an entry-level Data Scientist and excel in your new job role.
Hands-on learning, less theory

Become ready to join the workforce as an entry-level 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 a computer vision researcher who graduated from the prestigious Indian Institute of Science with a specialization in Deep Learning. He has over 7+ years of professional experience in the Data Science and Artificial Intelligence industry. He is currently working as the Head of AI and Data Science at Xccelerate.

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 - 8.30 PM
Live Lesson
(Online)
7.30 PM - 8.30 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? Chat with our team for more clarity

UPCOMING COHORTS

Reserve Your Seat Today

Are you committed to advancing your career by master Data Science and Machine Learning?
Select your desired cohort that suits your timings.
4 seats left

Asia Bootcamp (GMT +8)

Starts Aug 27
16 weeks
7:30pm - 8:30pm
11 spots left

Europe Bootcamp (GMT)

Starts Aug 27
16 weeks
7:30pm - 8:30pm
5 spots left

Americas Bootcamp (GMT -4)

Starts Aug 27
16 weeks
7:30pm - 8:30pm

Can't join the upcoming cohort? Talk to our team to 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.

Full Stack Data Science and Machine Learning Bootcamp

HK$38888

HK$21888

22-week Bootcamp
$19888 HKD
Early Bird Discount
-$2000 HKD
Total
$19888 HKD
Enrol Now
80 hours of live-mentoring with industry professionals
Lifetime access to all Xccelerate course videos
Personalized Job Application and Interview Training
Privileged access to networking events and hackathons
10 hours of personal mentorship with Avishek Majumder
Access to Xccelerate career workbook
Access to Xccelerate's alumni network

We also offer monthly installments. Connect with our support team to enquire further

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.

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