SFU Professional Computer Science

Matrix Factorization explained using understandable examples

Authors: Abhishek Deshpande, Bhavya Sankhla, Ayush Sharma, Rituraj Ojha

Every day we hear about the breakthroughs in Artificial Intelligence. However, have you wondered what challenges it faces?

Deploy a machine learning model in 10 minutes with Flask, Docker, and Jenkins.

Authors: Ayman Shafi, Gaurav Bhagchandani, Naina Thapar, Raghu Kapur, Shubham Bhatia

Is sampling the answer? Let’s find out!

Are you new to big data? Curious about the tools you’d need to succeed in this field? Come learn about Amazon Redshift with us!

Author: Yiming Wang, Wenhao Tian, Harman Dhami

Authors: Fitzpatrick Laddaran, Yasmine Gouin, Nolan Isaac-Smith, Chi Nguyen, Rojin Lohrasbinejad

Infrastructure as code in big data analytics

The AI War in 2025

Authors: Andy Tong, Marjan Hassanzadeh, Ethan Do, tga63

Authors: Vikramjeet Singh, Wing Hei Raymond Choi, Bhavya Manoj Sharma, Manan Tiwari

Introduction

Welcome to learn the linear regression. This is the fastest guide designed specifically for beginners in machine learning.

A while back, I was working on this massive project that felt like trying to solve a giant jigsaw puzzle — by myself. I’d spend hours on…

Creating a Pathway to Mental Wellness with Machine Learning

Authors: Linsong, Shlok Nangia, Jialiang Guo (3_datamen)

Authors: Ushmajeet Sikdar, Aastha Jha, Roodra Pratap Kanwar, Antonio Abaya

A comprehensive introduction to MLflow and its capabilities

Authors: Aditya Sharma, Priyanka Sohanlal Jain, Pranjal Verma, Rohan Sharma

Authors: Aditya Desai, Gauri Mane, Karishma Damania, Rubin Hazarika, Owais Hetavkar

Authors: Jingyi Huang, Xiaoxiao Duan, Xiner Qian, Zeye Gu, Ziyao Cui

In this post, we will use PostgreSQL and MongoDB as examples to introduce the differences between SQL and No SQL databases.

Authors: Darshaun Kandasamy Govindhraj, Kumar Shivam, Sathish Kumar Alagarsamy

Authors: Yuxin Shao, Caixuan Wang, Daisy Xu, and Xinrui Zhang

Authors: Linsong, Shlok Nangia, Jialiang Guo (3_datamen)

Authors: Dilip Reddy Basireddy,Nagendra Reddy Vippala,Hassan Ahamed Shaik

Authors: Yixian Lu, Jieyuan Bi, Qiwen Xu, Xiaolin Song, Yuhao Bai

Authors: Anmol Malhotra, Rithik Agarwal, Hardev Khandhar, Rohan Mathur