Learn Data Science
Gain the Most In-Demand Data Relevant Skills
Employers Are Seeking For
Upcoming Data Science Courses
Gain Access To Top Data Science Companies
Be The Data Expert
Companies Need
Big Data Means Nothing
Without Professional
Data Scientists.
There has been a massive explosion in both the data generated and retained by companies over the last decade, leading to the rise of Big Data. However, Big Data requires the expertise of professionals such as data scientists and analysts who turn cutting-edge technology into actionable insights to provide real value.
As such, there has been a surge of demand for data science expertise across a greater number of organisations to fully unlock the power of big data and tease actionable insights out of gigabytes of data to effectively drive business value.
Our Industry Proven Curriculum
Designed For Industry Relevance
Benchmarked by industry requirements, our curriculum has been tailored to emphasise real-world relevance and meet the changing demands in the data science industry. With your success as our goal, we ensure that you are well-equipped for challenges on the field.
Learn To Harness The Power of Data
Curated for individuals preferably with STEM or business backgrounds, our course will help you acquire essential design and engineering data science skills, including Python programming, data modeling and machine learning. Whether you are looking to transit into a career in data science or upskilling to advance your tech career, this intensive online course will enable you to get hands-on experience in synthesising large data sets, building predictive models and working on real products on real teams.
Community-Based Learning
Learn alongside like-minded individuals and receive support, advice and tips from a network of developers and alumni while undergoing the data science curriculum. You learn faster, and you won’t have to face problems alone.
We Are Invested In
Your Success.
Getting You Hired
When you graduate from the course, your journey with Tribe Academy does not just stop there – We will provide job support and assist you every step of the way until you land a job at a top firms looking to hire for data science.
With our close relationship with our network of partners, we know what these companies are looking for. Apart from equipping you with industry-relevant skills, we will also connect you with career coaches, provide you with job interview training, and connect you with the roles at firms where we think you will be a great fit.
This Course is Suitable For
• Working Professionals
• Graduates
What You Will Learn
• Acquire practical design and engineering skills that meet industry requirements for a role in the data science industry
• Develop appropriate presentation skills for effective communication within a product team
• Experience teamwork in agile industry practices
Curriculum
Pre-Work: Entry Test with Self-Learning
Weeks 1-4: Data Science 101
Weeks 5-8: Building Early Capabilities.
Weeks 9-12: Extending on Skills and Practical Know-hows
Weeks 13-16: Capstone Project and Presentation
Data Science Curriculum
Pre-Course
When you enroll, we equip you with an additional 50 hours of self-guided online modules to be completed over 2 weeks to familiarise yourselves with key topics of data science. This self-learning component is designed to challenge enrolling individuals and test their understanding through an assessment at the end of two weeks. Only individuals that are able to pass the entry test will be enrolled into the next phase.
Modules
• Python, Numpy
• Linear Algebra
• Calculus
• Statistics and Probability
• SQL, HTML introduction
At the end of the self-learning, there will be an assessment to gauge your readiness to take part in the main Data Science programme.
Data Science Course
Over a period of 13 weeks, dive into fundamental concepts and gain relevant skillsets to become a data scientist, data analyst or a machine learning engineer. This program will be split into 2 phases.
Phase 1
Learn the fundamental skillsets and be equipped with technical capabilities that engineers will require.
• Introduction to Data Analytics
Learn Exploratory Data Analysis, Web Scraping, Project Design, Linear Regression and more.
• Introduction to Machine Learning Algorithms
Learn algorithms such as SQL, Random Forest, K-Nearest Neighbours, Support Vector Machines and more.
Data Science Course
Over a period of 13 weeks, dive into fundamental concepts and gain relevant skillsets to become a data scientist, data analyst or a machine learning engineer. This program will be split into 2 phases.
Phase 2
Gain hands-on experience in developing AI/ML products and develop data science specific skillsets, including an immersive lab experience with AWS and Spark. This course comprises of 2 Projects, one of which is a Capstone.
• Advanced Algorithms & Analysis
Dive deeper into other algorithms and learn various dimensional reduction techniques such as SVD, PCA and NMF. This will also cover Natural Language Processing (NLP), Sentiment Analysis, Topic Modelling and more. This segment will also conclude with a lab experience with AWS and Spark.
• Capstone
Gather all you have learnt in the past 9 weeks to complete a Capstone project that will boost your portfolio and impress prospective employers.
Next Level Program
In addition to the fundamental and technical data science skills you will learn, this segment of the course takes your learning up a notch and prepares you with knowledge, industry best practices and soft skills that you will need when working in professional data teams.
Modules
• Design Thinking
• Presentation Skills for Engineers
• What to expect in a professional data team
• Industry Best Practices
Apprenticeships
Over the next 3 months, you will use all the knowledge that you have acquired over the past 15 weeks to excel as part of a real life data science team. You will get a chance to work on live projects and see how you can use your newly acquired knowledge to make a difference.
What You Will Gain
- Experience Working in a Data Science Team
- Hands on Training with industry experts
- Exposure to industry best practices
Get Hired at Your Ideal Data Company
We will help you to seek out and connect with suitable roles at companies that fit your interest and capabilities. Our dedicated hiring team will also prepare you with consultations with career coaches and job interview trainings to ensure you ace those interviews.
Application Process
CLOSING DATE:
31 JUL 2020
• Register on the website
• Receive an email
• Submit your resume and full application form for data science
SELF-PACED
OVER 2 WEEKS
Complete our pre-course material if you are new to coding and prepare for your entry test at the end of 2 weeks.
ENTRY TEST:
~1.5HRS
Time to show us your statistics and programming knowledge by solving some simple coding questions. If you perform well in this entry test, we will be in touch for a screening interview.
FULL-TIME:
4 MONTHS
Once you pass the entry test and interview, you will be invited to kickstart your learning at Tribe Academy! Over 4 months, you will gain industry-ready skills, complete apprenticeships and get placed at top-tier data companies.
Tuition & Payment
Flexible financing options of your preference. Choose to pay upfront or pay $0 until you get hired.
UPFRONT PAYMENT
A one-time off payment of the fixed tuition fee.
Get a discount when you pay the full sum upfront
You Only Pay A Total Of:
S$8,500
INCOME SHARE AGREEEMENT
Zero upfront costs.
Monthly payments of 20% of your salary only after you get hired.
You Pay a Total of (capped at):
S$14,000
ISA Calculator
Frequently Asked Questions
Program
1. Submit your application form
2. Complete the Entry Test (with learning materials provided)
4. Go through a screening interview
5. Start your learning with Tribe Academy!
If you have any questions, please feel free to contact us at any time and a member of our team will be in touch.
All applicants will be required to take an online Pre-Course element where you’ll learn about the fundamentals of Data Science. Only applicants who complete and pass the Pre-Course will be considered for admissions. The Pre-Course is free and available for all applicants to complete at their own pace within a 2 week window.
As a guideline, the Data Science program is suitable for indiviudals with a background in Science, Technology, Engineering or Mathematics. No experience in programming is required. However, Tribe Academy welcomes anyone who is willing to put in the time and effort required to develop the necessary skills regardless of background as well. As long as you have the grit and rigour to want to embark on a successful career in Data Science, we want you onboard.
As long as you maintain a 80% attendance record for each module, you will be able to continue with the course. As the course is conducted remotely, all lessons will be recorded for you to review.
If you choose to withdraw from the program at any point in time, your fees will be pro-rated.
Yes, you will be issued a certificate of completion by Tribe Academy.
Fees & Payment
The Postpaid plan is available to all applicants to the Data Science program. Under this plan, you will not have to pay any upfront fees until you complete the program and secure a job.
Please visit our Income Share Agreement (ISA) page or speak to someone from our team for more information.
You may choose to pay the program fee upfront and receive a discount or opt for an Income Share Agreement (ISA). For more information about ISAs, please learn more here.
Career Opportunities
Yes, the program includes a mandatory 3 month internship in a Data Science related role.
Tribe Academy will work closely with you to source for a suitable internship through our network of hiring partners. While we will not be able to guarantee an internship position as it will be contingent on how you perform in the interview process, we will be putting you through a rigorous preparation process for the interview as well as help you to build up an impressive portfolio to showcase your abilities. You may also opt to source for your own opportunities.
Yes, Tribe Academy works closely with a network of hiring partners from leading companies in the industry. It is our top priority to find you your dream job as soon as you graduate from the program.
Tribe Academy works exclusively with top-tier companies within the industry and the job positions are highly curated by our dedicated team. As the program includes a mandatory Data Science related internship, we put a focus on helping you convert your internship positions into fulltime ones. However, it is not mandatory to take a job if you do not feel that is suitable for you. You may opt to source for your own opportunities as well.
Others
Our programs are designed to ensure participants develop industry relevant skillsets that have been validated by our network of leading industry partners. If you already have a job and are looking to upskill yourself to progress your career, you are also more than welcome to apply. However, for applicants who are not planning to look for a new job after attending the course, the Postpaid plan will not be available.