Certificate in Big Data Programming and Architecture
Description
"Big Data Programming & Architecture presents an advanced level of topics in the areas of data science, machine learning, and technical/software applications. You’ll learn technical concepts from leading practitioners and benefit from hands-on courses and computer lab training with the latest industry tools. In this program you'll work individually and on teams to complete course projects and build a professional portfolio.
You’ll learn to:
- Translate a business problem into an analytics problem
- Propose, and refine analytical solutions to business problems
- Collect, analyze, interpret, and share data
- Identify relationships in data
- Select problem-solving techniques and software tools to test analytical solutions
- Work with open source and scalable document database tools to search and manage large data sets efficiently
- Implement cloud computing concepts
- Build a variety of IT infrastructure on the cloud
- Prepare to pursue designation such as the Certified Cloud Practitioner, and Cloud Solutions Architect
The program is designed for professionals and offers evening and/or Saturday courses that allow you to finish in 12-18 months. In as little as one year you’ll be on the fast-track to capitalizing on the rapidly changing digital landscape.
Admission Requirements:
"This program is an open enrolment program. There is no formal admission procedure. To enrol in a course or the program, simply register online. Students should register at least three weeks before classes begin. Courses can be taken as part of a program or individually.
Big Data Programming and Architecture Program Requirements & Prerequisites
In compliance with the Certificates and Diploma admission policy from Undergraduate Council, learners who wish to enrol in Big Data Programming and Architecture should meet the following requirements based on their education and work experience:
- Possess a minimum of intermediate level prior education or work experience in the field of data analytics, statistics;
- Proficiency with computer program applications, such as Word, Excel, and Access;
- Be a mature student as defined in the Undergraduate Calendar of McMaster University; or
- Be deemed an exceptional case by the Centre for Continuing Education. Prospective students within this category must contact the Program Manager for consultation and evaluation of past education and professional experience;
Big Data Programming & Architecture program follows Bring your own device (BYOD) policies. Laptop computer requirements are included in the course descriptions for courses that require a minimum level of technology specification.
Do you need additional training?
You may find additional training resources in Python programming, SQL, and PowerBI from one of our partners, Ed2Go. View professional development course list here. You are welcome to choose other extra education/training options appropriate to your background.
English Language Proficiency Requirements
If your first language is not English, you must meet McMaster University’s English language proficiency requirements: Completion of TOEFL exam with a minimum acceptable score of IBT: 86 overall with a minimum score of 20 on each of the four components (Reading, Writing, Speaking, Listening), valid for 2 years?"
Big Data Programming & Architecture Certificate
To earn a Big Data Programming and Architecture Certificate, students must complete five (5) elective courses (15 units of credit) from the following Big Data Programming and Architecture course collection:
Course Options
- DAT 202 Data Management (3 Units)
- DAT 301 Machine Learning for Big Data Analytics (3 Units)
- DAT 302 Data Programming I (3 Units)
- DAT 303 Data Programming II (3 Units)
- DAT 304 Essentials of Cloud Computing (3 Units)
- DAT 305 Capstone Project - Big Data Programming and Architecture (3 Units)
Note: Check with the institution regarding start/end dates, prices, and delivery method. These may vary according to program, section, and/or semester.
Overview

- Institution: McMaster University
- Program type: Certificat
- Language: English
- Program Code: DATAPACERT
- Delivery Method: Entièrement en ligne/à distance
Disclaimer:
Check with the institution regarding start/end dates, prices, and delivery method. These may vary according to program, section, and/or semester.
Check with the institution regarding start/end dates, prices, and delivery method. These may vary according to program, section, and/or semester.