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SFU Professional Computer Science
An unofficial publication by students of the master’s program in professional computer science
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Docker in Depth
Docker in Depth
Authors: Yixian Lu, Jieyuan Bi, Qiwen Xu, Xiaolin Song, Yuhao Bai
LinearGroup
Feb 9, 2023
Machine Learning Deployment: A Storm in a Teacup
Machine Learning Deployment: A Storm in a Teacup
Deploy a machine learning model in 10 minutes with Flask, Docker, and Jenkins.
Ekramul Hoque
Mar 9, 2019
The Artistic Potential of AI: Understanding DALL-E 2 and Stable Diffusion
The Artistic Potential of AI: Understanding DALL-E 2 and Stable Diffusion
Authors: Ayman Shafi, Gaurav Bhagchandani, Naina Thapar, Raghu Kapur, Shubham Bhatia
Machine Minds
Feb 10, 2023
Winning against Imbalanced Datasets
Winning against Imbalanced Datasets
Is sampling the answer? Let’s find out!
Chirayu Shah
Mar 9, 2019
Advanced Visualization for Data Scientists with Matplotlib
Advanced Visualization for Data Scientists with Matplotlib
Contents: Basic plots, 3D plots and widgets
Veekesh Dhununjoy
Mar 12, 2019
I Know What You’ll Do NEXT…
I Know What You’ll Do NEXT…
A easy-to-grasp Explanation of Convolutional Pose Machines
Valerie Huang
Feb 1, 2020
Latest
Wellness-Watch: Enhancing Counselling Outreach using Machine Learning
Wellness-Watch: Enhancing Counselling Outreach using Machine Learning
Creating a Pathway to Mental Wellness with Machine Learning
Datasigns SFU
Apr 20, 2023
The Truth Behind Fake News: Tools and Techniques for Detection
The Truth Behind Fake News: Tools and Techniques for Detection
Authors: Linsong, Shlok Nangia, Jialiang Guo (3_datamen)
Shlok Nangia
Apr 12, 2023
The Blueprint for Successful ML Models: Machine Learning Design Patterns
The Blueprint for Successful ML Models: Machine Learning Design Patterns
Authors: Ushmajeet Sikdar, Aastha Jha, Roodra Pratap Kanwar, Antonio Abaya
Aura
Feb 10, 2023
MLflow — a modern MLOps tool for data project collaboration
MLflow — a modern MLOps tool for data project collaboration
A comprehensive introduction to MLflow and its capabilities
Hong Nguyen
Feb 10, 2023
DIY Deep Learning: Crafting Your Own Autograd Engine from Scratch for Effortless Backpropagation
DIY Deep Learning: Crafting Your Own Autograd Engine from Scratch for Effortless Backpropagation
Authors: Abhishek Deshpande, Bhavya Sankhla, Ayush Sharma, Rituraj Ojha
Bhavya Sankhla
Feb 10, 2023
Blockchain Meets NLP: A Secure Feedback Solution
Blockchain Meets NLP: A Secure Feedback Solution
Authors: Aditya Sharma, Priyanka Sohanlal Jain, Pranjal Verma, Rohan Sharma
Analytic Avengers
Feb 10, 2023
IoT: Plug and Play (Healthcare Edition)
IoT: Plug and Play (Healthcare Edition)
Authors: Aditya Desai, Gauri Mane, Karishma Damania, Rubin Hazarika, Owais Hetavkar
Gauri Mane
Feb 10, 2023
FRESHLY BAKED: A Simple Guide for the Latest Version of Streamlit 1.18.0
FRESHLY BAKED: A Simple Guide for the Latest Version of Streamlit 1.18.0
Authors: Jingyi Huang, Xiaoxiao Duan, Xiner Qian, Zeye Gu, Ziyao Cui
xxxibdara
Feb 10, 2023
Dive into MongoDB & PostgreSQL
Dive into MongoDB & PostgreSQL
In this post, we will use PostgreSQL and MongoDB as examples to introduce the differences between SQL and No SQL databases.
ML-learners
Feb 10, 2023
Unleashing the Power of Edge Computing with Differential Privacy
Unleashing the Power of Edge Computing with Differential Privacy
Authors: Darshaun Kandasamy Govindhraj, Kumar Shivam, Sathish Kumar Alagarsamy
DataScientistS3
Feb 10, 2023
ChatGPT and the Model Behind
ChatGPT and the Model Behind
Authors: Yuxin Shao, Caixuan Wang, Daisy Xu, and Xinrui Zhang
BetaBots
Feb 10, 2023
Streamlining Data Manipulation with the power of Command Line tools
Streamlining Data Manipulation with the power of Command Line tools
Authors: Linsong, Shlok Nangia, Jialiang Guo (3_datamen)
Shlok Nangia
Feb 9, 2023
AN OVERVIEW: GRAPH NEURAL NETWORKS
AN OVERVIEW: GRAPH NEURAL NETWORKS
Authors: Dilip Reddy Basireddy,Nagendra Reddy Vippala,Hassan Ahamed Shaik
diliprb1999@gmail.com
Feb 9, 2023
SqueezeNet: The Key to Unlocking the Potential of Edge Computing
SqueezeNet: The Key to Unlocking the Potential of Edge Computing
Authors: Anmol Malhotra, Rithik Agarwal, Hardev Khandhar, Rohan Mathur
Data Hunters
Feb 9, 2023
Imbalanced Classification: Strategies for Addressing the Problem
Imbalanced Classification: Strategies for Addressing the Problem
Balancing the Scales: When Life Gives You Imbalanced Data, Make Classification Lemonade.
Datasigns SFU
Feb 9, 2023
Transforming Talent Management Experience with Job Market Data — GoodPeople
Transforming Talent Management Experience with Job Market Data — GoodPeople
Authors: Rovenna Chu, Ha Do, Andrew Han, Rakhi Lakhwani
dathusiats733
Apr 15, 2022
Dish Out - A Restaurant Business Analysis Tool
Dish Out - A Restaurant Business Analysis Tool
Authors: Aneeqha Tahseen Syeda, Bhawna Arya, Mohamed Anan Anaikar, Neha Borulkar
Data_Banana
Apr 14, 2022
TinyML: Micro Footprint, Macro Impact
TinyML: Micro Footprint, Macro Impact
Authors: Aditya Panchal, Divye Maheshwari, Hemang Bhanushali, Priyanka Manam, Rohit Irvisetty
Priyankamanam
Feb 11, 2022
Cracking The YouTube Algorithm
Cracking The YouTube Algorithm
Check out this article to know more about how the YouTube recommendation system works!
Swaathi Sundaramurugan
Feb 11, 2022
Detecting Malicious URLs
Detecting Malicious URLs
A comprehensive guide using ML and NLP Techniques
Data Dive
Feb 11, 2022
Terrific Data Scientist Found Unconscious After Deploying the Model Without MLOps
Terrific Data Scientist Found Unconscious After Deploying the Model Without MLOps
GALV
Feb 11, 2022
Catch Me If You Can — Getting the True Meaning out of Big Cloud of Texts
Catch Me If You Can — Getting the True Meaning out of Big Cloud of Texts
Authors: Rovenna Chu, Ha Do, Andrew Han, Rakhi Lakhwani
dathusiats733
Feb 11, 2022
PCA: The right way
PCA: The right way
This blog is written and maintained by students in the Professional Master’s Program in the School of Computing Science at Simon Fraser…
dataLabb
Feb 11, 2022
Deep Dive into Animation Plot with Real-time Data
Deep Dive into Animation Plot with Real-time Data
Authors: Jiahe Wang, Zhi Zheng, Huiyi Zou, Shilin Wang, Hayden Yan
Hayden Yan
Feb 11, 2022
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