AI Certification Registration AI Certification Application Form (Aug2020) Thank you for your interest in the AI Certification Programme. I want to apply for ... AI Certified Engineer Associate AI Certified Engineer Level I AI Certified Engineer Level II Personal Details Salutation * Mr Mrs Ms Dr Name (as stated in NRIC/FIN/Passport) * This name will be reflected in the certificate Date of Birth * Nationality * Singaporean PR Others (please specify) Nationality Last 4 digits of NRIC/FIN/Passport Number (eg. XXXX787C) * Email * if you are student, please use your institute email Gender * Male Female Do not wish to disclose Contact Number (Within Singapore) * How did you hear about us? * Our Website Our mailing list AI Singapore Facebook Page AI Singapore Facebook Group LinkedIn AI Singapore Meetup Group Python User Group Meetup Group DataScience SG Media (Newspaper, TV, Radio) Search Engine (Google, Yahoo, etc.) Word of Mouth Others How did you hear about us? Academic Qualifications - Highest Qualification If your highest qualification is your first degree/diploma, you may skip this section. Highest Qualification - Please include the Title of Qualification AND Area of Study * For example, "Bachelor of Computing (Honours) in Computer Science" or "Master's in Computer Science (Information Systems)" University for Highest Qualification * Year of Graduation * Employment Current Employment Status * Employed Unemployed (Less than 12 months) Unemployed (More than 12 months) Business Owner Freelancer Full Time Pre-employment IHL students Others (Please specify) Current Employment Status Full Time Pre-employment IHL students refers to Local University, Poly, ITE Which Institute are you from? Nanyang Polytechnic (NYP) Ngee Ann Polytechnic (NP) Republic Polytechnic (RP) Singapore Polytechnic (SP) Temasek Polytechnic (TP) Nanyang Technological University National University of Singapore Singapore Institute of Technology Singapore Management University Singapore University of Social Sciences Singapore University of Technology and Design Singapore ITE Others (Please specify) Which Institute are you from? Current Employment Status * Employed Unemployed (Less than 12 months) Unemployed (More than 12 months) Business Owner Freelancer Others (Please specify) Current Employment Status Job Role * Data Analyst/Associate Data Engineer Business Intelligence Analyst Data Architect Artificial Intelligence/Machine Learning Engineer Consultant Others Total Number of Years of Working Experience (AI related) This does not include internship experiences. Name of Organisation you are/were employed by * Recent Job Role * Please provide a short description of your role. Organisation Type * MNC SME LLE Startup Government Organisation Other Organisation Type Type of Industry Aerospace Consumer Business Construction Education Electronics Energy and Chemicals Environment and Services Finance Government Healthcare Hospitality Information & Communications Technology Logistics & Supply Chain Management Manufacturing Professional Services Others Job Title * Technical Report (PDF only) * Drop a file here or click to upload Choose File Maximum upload size: 5MB Please rename your file to "YourFullName_TechReport". Your Resume (PDF only) * Drop a file here or click to upload Choose File Maximum upload size: 5MB Please rename your file to "YourFullName_CV". Tell us about a technical project that you are proud of and elaborate about your role in it (Up to 50 words) Submission Declaration * I confirm that I am involved in the development of the project described in my Technical Report submission, and the AI solution can be deployed.* AI Certification Competency Framework Self-assessment Checklist This checklist helps you to assess if you are ready to apply to be recognised as AI Certified Engineers. We recommend that you show the skills or competencies stated below before applying for the accreditation. Note: This checklist is for self-assessment purposes only. It does not affect your application. Python/Programming * Use Python to develop basic end-to-end data driven AI/ML solutions Use Python libraries to perform exploratory data analysis and build basic AI/ML models Write basic SQL queries as part of a simple extract, transform and load pipeline Demonstrate an awareness of good software engineering practices (writing clean and readable code, etc.) and source code management tools Linear Algebra and Statistics * Perform basic linear algebra operations and generate descriptive statistics Extract and analyze relationships between multiple variables using statistical measures and graphical plots Exploratory Data Analysis (EDA) * Perform EDA on datasets to engineer features and improve the AI model Communicate analytical findings to stakeholders Artificial Intelligence (AI)/Machine Learning (ML) * Formulate AI/ML solutions that address the AI/ML task Demonstrate awareness of standard AI/ML workflow Articulate the benefits of the AI/ML solution and present them to stakeholders Business Needs Analysis * Evaluate business needs and recommend AI techniques as viable solutions Data Preparation / Feature Engineering * Optimize the data pre-processing pipeline and set-up/improve back end systems to streamline infrastructure Engineer useful modelling features and implement appropriate data versioning mechanisms Model Design and Deployment * Design, build, tune and debug AI models for business use cases Design and build automated deployments for AI models with retraining loop, ensuring versioning and reproducibility of built models Fine-tune models and have functions built in to automatically retrain on new data Deploy AI models on infrastructure and cloud with robust front end and an optimized back end architecture Statistics and Theoretical Knowledge * Explain the statistical framework underpinning the model(s) being developed Communication * Express technical concepts clearly to lay audience AI Implementation Consulting * Understand business need sand define problem statements Perform commercial due diligence to determine the best use of resources Solution Design and Process Management * Develop an integrated end-to-end AI solution that emphasizes human-centred design Management and Communication * Guide and manage a team to develop and deploy large scale AI models Communicate and collaborate with cross functional teams Showcase system design that highlights business value to senior level stakeholders Declaration and Acceptance * I accept the terms and conditions below Terms and Conditions I declare that the information provided in this application is true and accurate. I understand my application fee is non-refundable, regardless of application results. I understand that I will be awarded the certificate if I satisfy all assessment criteria for the certification and complete the online AI ethics module on AI Makerspace. I understand that the personal data collected will be used for the purposes of managing and administering the programme, examination, certification and may be disclosed to National University of Singapore, AI Singapore, partners, supporting Singapore Government bodies of AI Singapore and appointed AI Certification Assessors. I shall defend, indemnify, and hold harmless National University of Singapore, AI Singapore, its subsidiaries, officers, directors, employees, agents, affiliates and partners from and against any claim, demand or legal proceeding, including legal expenses, made by third party or arising from or out of the applicant’s breach of the terms and conditions herein. AI Singapore reserves the right to make changes to the schedule, content, etc without prior notice. I shall not invite another person to participate in any part of the certification assessment together with me and/on my behalf. I understand that I shall present my technical test/report submission on my own laptop for discussion during the interview, if I am shortlisted for the interview. Fees: The Application Fee is $ (including GST). This application fee is non-refundable, regardless of application results. Terms and Conditions I declare that the information provided in this application is true and accurate. I understand my application fee is non-refundable, regardless of application results. I understand that I will be awarded the certificate if I satisfy all assessment criteria for the certification and complete the online AI ethics module on AI Makerspace. I understand that the personal data collected will be used for the purposes of managing and administering the programme, examination, certification and may be disclosed to National University of Singapore, AI Singapore, partners, supporting Singapore Government bodies of AI Singapore and appointed AI Certification Assessors. I shall defend, indemnify, and hold harmless National University of Singapore, AI Singapore, its subsidiaries, officers, directors, employees, agents, affiliates and partners from and against any claim, demand or legal proceeding, including legal expenses, made by third party or arising from or out of the applicant’s breach of the terms and conditions herein. AI Singapore reserves the right to make changes to the schedule, content, etc without prior notice. I shall not invite another person to participate in any part of the certification assessment together with me and/on my behalf. I understand that I shall present my technical test/report submission on my own laptop for discussion during the interview, if I am shortlisted for the interview. Fees: The Application Fee is $0.00 (including GST). This application fee is non-refundable, regardless of application results. Click to check if you are eligible for Student Discount Submit If you are human, leave this field blank.
