Data Science & Artificial Intelligence Program

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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.

Overview

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.

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What Is Practical Data Science Training?

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.

Practical Data Science Training at the Institute of Data

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.

Why TheInstitute Of Data?

Be ready to practice data science

The Institute of Data Data Science & AI Program is designed to prepare students for real commercial work in the area of data science, AI and big data. It is focused on practical in-class training, labs and real-life projects.

Receive the best training and the latest curriculum

The Institute of Data trainers are actively working in the industry and will teach you how to practice data science and advanced analytics. The curriculum is developed by the Institute of Data Education Committee with decades of experience working in data science.

Be more attractive to employers

The Institute of Data - Data Science and AI Program results in a certificate in Data Science and Artificial Intelligence which signals to employers that you are ready to join the industry. Your resume and profile will be reviewed by your Job Outcomes team to give you the best possible chance of success.

Get more support and guidance

The member network offers support and guidance from mentors and direct connections to the industry. You will meet employers in-person at exclusive and public events held by the Institute of Data.

Meet great people and become a member of the Institute

Beyond a healthy discipline of practical education and learning, you will meet great friends in your classroom and alumni of the Institute of Data. Many students still keep in touch with their fellow students and it becomes a strong network as you enter the industry.

“I really enjoyed learning with all my passionate and hardworking classmates throughout the entire 12 weeks. The trainers have also been amazing in guiding me and deepening my interest in data science. I just love having a strong support system that shares the same passion and walks the same path as me.”

Sakina Institute of Data Certified Graduate

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Ready to Enrol?

Click to view upcoming full time and part time data science & AI program course dates.

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Program Structure

Pre-Work

Students complete curated pre-work as an interactive online learning experience designed to prepare every student with the python skills required to complete all coursework and training.

Remote or In Class Training

Students undertake an intensive 3 months (inside of business hours) or 6 months (outside of business hours) professional in-classroom course from a team of expert industry trainers from leading consultancies and enterprises to ensure you acquire the most sought-after practical training in the country.

Job Outcomes

You will undergo a Job Outcomes Program through the Institute of Data which will help position you for the best chance to secure a new job opportunity and/or internal promotion. The Job Outcomes component of the program is either optional or mandatory depending on your enrolment.

How Will I Be Assessed?

The Institute of Data - Data Science & AI Program is assessed through completion of labs and a final capstone project. There is no formal exam. The capstone project is a real-life project and is assessed against the Institute of Data Certification Standards set by the Academic Board and Examination Board.

Syllabus

Maths and Statistics and the Python Programming Environment

Mathematics and Statistics
The Python Programming Environment
Data Science Practice (ongoing)

SQL & Databases Application Program Interfaces (APIs)

SQL & Databases
Application Program Interfaces (APIs)
Data Science Practice (ongoing)

Exploratory Data Analysis (EDA) and Data Science Practice 1/2

Exploratory Data Analysis (EDA)
Data Science Practice (ongoing)

Introduction to Machine Learning / Regression

Introduction to Machine Learning / Regression
Data Science Practice (ongoing)

Supervised Classification

Supervised Classification
Data Science Practice (ongoing)

Clustering and Unsupervised Classification

Clustering and Unsupervised Classification
Data Science Practice (ongoing)

Classification and Regression Trees (CART)

Classification and Regression Trees (Cart)
Data Science Practice (ongoing)

Ensemble Methods and Network Analysis

Ensemble Methods
Network Analysis
Data Science Practice (ongoing)

Text Analytics and Capstone Project

Text Analytics
Data Science Practice (ongoing)
Capstone Project (ongoing)

Artificial Intelligence Data Science Practice 2/2

Artificial Intelligence
Data Science Practice (ongoing)

Ongoing Practical Learning

Additional Topics: Determined by Students and Lead Trainer
Job Outcomes Program
Consultation and Presentation Training
Data Science Practice
Capstone Project

When Can I Start?

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Fees & Payment

Current fees are SGD15,000 for the program. These are broken up into 4 equal instalments paid throughout the program.

Course Entry Requirements

Completion of a diploma in any field of studies

Completion of any previous qualification undertaken in English or obtained IELTS 5.5

Completion of assigned online pre-work (provided to you when you enrol)

Course Details

Student to Teacher Ratio: 7.5:1

Teacher Deployment: 10/10 Modules. See Syllabus for a breakdown of modules.

Time Commitment: Part Time Program

24 weeks intensive remote or in-class training | 2 night classes per week + 1 fortnightly Saturday class

Time Commitment: Full Time Program

12 weeks intensive remote or in-class training | Monday-Friday

Location

Singapore (Remote or In-person)

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Discuss with a Career Consultant

You can schedule a call with an Institute of Data Career Consultant to discuss this course.

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Introducing Institute of Data Consulting Business Skills

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.

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Discuss with a Career Consultant

You can schedule a call with an Institute of Data Career Consultant to discuss this course.

Schedule a Call

Data Science & AI Program (SG)

Data Science Program • The program supports motivated and dedicated professionals who are interested in a career in data science and artificial intelligence.

Course Provider: Organization

Course Provider Name: Institute of Data

Course Provider URL: https://www.institutedata.com/sg

Editor's Rating:
5

Data Science & AI Program (SG)

Data Science Program • The program supports motivated and dedicated professionals who are interested in a career in data science and artificial intelligence.

Course Provider: Organization

Course Provider Name: Institute of Data

Course Provider URL: https://www.institutedata.com/staging/sg

Editor's Rating:
5