The Data Science and AI Program is designed for both IT and non-IT professionals who are interested to transition their career into Data Science, Analytics, Machine Learning and Artificial Intelligence. The program includes a Certificate in Data Science and Artificial Intelligence along with job placement support to help professionals secure a job as a Data Analyst or Data Scientist.
The program is delivered in a full time (3 months) or part time (6 months) format. The program is designed for working professionals to provide practical data science training. It includes pre-work, intensive in-class training and a job outcomes program that has been devised in partnership with our industry partners. The course content has been tailored to give you the skills that are demanded by businesses in today’s rapidly evolving job market. Program completion is finalised with a certificate in Data Science and Artificial Intelligence.
Remote learning is available for this program. The interactive remote format enabled by video conferencing technology is a rich and connected experience featuring virtual break-out rooms, shared screens, digital whiteboards, peer to peer collaboration and instructor support.
An essential requirement to practice as a Data Scientist in Singapore.
The Data Science and Artificial Intelligence (AI) Program is a structured training program designed to help you develop the practical skills required to become an entry-level Data Scientist or Data Analyst.
Completion of the Data Science and AI program is an essential step to working as a Data Scientist or Data Analyst. After completing your Data Science and AI Program, you will be awarded a Certificate in Data Science and Artificial Intelligence from the Data Science Institute in Singapore. This means you will be ready to work as an entry-level Data Scientist in Singapore.
Welcome to Singapore’s practical data science training program
Many professionals choose the Institute of Data every year to prepare them for their future career after careful consideration of desired career progression and attaining maximum return on investments for their education. Leading the future of the profession, the Institute of Data offers a collaborative and successful program, driven to ensure you have the best start to your career.
``12 months ago, I would apply for jobs and wouldn’t get a response for anything, let alone an interview. Whereas, now I can see the demand is high and there are always people looking at my Linkedin profile and contacting me.``
- Mathematics and Statistics
- The Python Programming Environment
- Data Science Practice (ongoing)
- SQL & Databases
- Application Program Interfaces (APIs)
- Data Science Practice (ongoing)
- Exploratory Data Analysis (EDA)
- Data Science Practice (ongoing)
- Introduction to Machine Learning / Regression
- Data Science Practice (ongoing)
- Supervised Classification
- Data Science Practice (ongoing)
- Clustering and Unsupervised Classification
- Data Science Practice (ongoing)
- Classification and Regression Trees (Cart)
- Data Science Practice (ongoing)
- Ensemble Methods
- Network Analysis
- Data Science Practice (ongoing)
- Text Analytics
- Data Science Practice (ongoing)
- Capstone Project (ongoing)
- Artificial Intelligence
- Data Science Practice (ongoing)
- Additional Topics: determined by students and Lead Trainer
- Job Outcomes Program
- Consultation and Presentation training
- Data Science Practice
- Capstone Project
The Institute of Data Consulting Business Skills is an essential part of every Institute of Data certified professional. The Institute of Data educates and certifies professionals not only with technical skills but also with business consulting and communication to clients, managers, directors and stakeholders. Many certified professionals choose to work independently or join an existing consultancy.
