Does Scrum/Agile work for data science?
Key Takeaways
The video discusses the application of Scrum and Agile methodologies in data science projects, highlighting the importance of tweaking the methodology to fit the specific needs of the project. The speaker shares their team's experience with Scrum and Agile, including the use of daily written scrums, longer sprints, and demo sessions.
Full Transcript
have you had success with scrum and agile in data science projects actually yes this is how our team is organized so we have the daily scrum we have sprints and tickets you know we have the demo the grooming the the planning as well so definitely scrum and agile methods can work for data sense projects however i think the methodology has to be tweaked a little bit depending on your reality for example in our case the daily scrum is written so i think it saves a lot of time because you know even just a 15-minute meeting can almost break your day and get you tired and also our sprints tend to be on the longer side so we have sprints between three to four weeks because you know that is science it's experimentation sometimes you try some things that don't necessarily work out so we allow sometimes you know for for those failures and yeah we've been pretty successful until now using that method
Watch on YouTube ↗
(saves to browser)
Sign in to unlock AI tutor explanation · ⚡30
Playlist
Uploads from Data Science with Marco · Data Science with Marco · 30 of 38
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
▶
31
32
33
34
35
36
37
38
Linear Regression in Python | Data Science with Marco
Data Science with Marco
Classification in Python | logistic regression, LDA, QDA | Data Science With Marco
Data Science with Marco
Resampling and Regularization | Data Science with Marco
Data Science with Marco
Decision Trees | Data Science with Marco
Data Science with Marco
Suppor Vector Machine (SVM) in Python | Data Science with Marco
Data Science with Marco
Unsupervised Learning | PCA and Clustering | Data Science with Marco
Data Science with Marco
Data Science Portfolio Project: Regression #1 | Data Science with Marco
Data Science with Marco
Data Science Portfolio Project: Regression #2 | Data Science with Marco
Data Science with Marco
What Are Time Series - Applied Time Series Analysis in Python and TensorFlow
Data Science with Marco
Basic Statistics - Applied Time Series Analysis in Python and TensorFlow
Data Science with Marco
Autocorrelation and White Noise - Applied Time Series Analysis in Python and TensorFlow
Data Science with Marco
Stationarity and Differencing - Applied Time Series Analysis in Python and TensorFlow
Data Science with Marco
Random Walk Model - Applied Time Series Analysis in Python and TensorFlow
Data Science with Marco
Moving Average Process - Applied Time Series Analysis in Python and TensorFlow
Data Science with Marco
Autoregressive Process - Applied Time Series Analysis in Python and TensorFlow
Data Science with Marco
ARMA Model - Time Series Analysis in Python and TensorFlow
Data Science with Marco
What is data science?
Data Science with Marco
Answering DATA SCIENCE questions #1 - Why learn SQL when Python and R exist?
Data Science with Marco
R vs Python in the Industry - Data Science Q&A #datascience #datasciencecareer #careeradvice
Data Science with Marco
Data science or data engineering - which is best for you? #datascience #datasciencecareer
Data Science with Marco
Where to find data for data science projetcs? #datascience #datasciencecareer
Data Science with Marco
Data science certificates on resume? #datascience #datasciencecareer #careeradvice
Data Science with Marco
Should you aim for data science or data engineering? | Data Science Q&A #1
Data Science with Marco
Don't waste time on this | #datascience #datasciencecareer
Data Science with Marco
Low-code AI tools - are they good? | #datascience #datasciencecareer #careeradvice
Data Science With Marco
How to grow as a data scientist after 2+ years of experience? #datascience #datasciencecareer
Data Science with Marco
Transition into DATA SCIENCE without a masters or bootcamp #careertransition
Data Science With Marco
How to improve your data science profile?
Data Science With Marco
How to learn Python for data science?
Data Science With Marco
Does Scrum/Agile work for data science?
Data Science With Marco
What are the major roles in analytics and how to choose?
Data Science with Marco
Thoughts and advice for a live SQL coding round
Data Science With Marco
Data science interview question: difference between type 1 and type 2 error
Data Science With Marco
Feature selection in machine learning | Full course
Data Science With Marco
Anomaly detection in time series with Python | Data Science with Marco
Data Science With Marco
Podcast - TimeGPT, predicting the future, and more
Data Science With Marco
Big announcement - Revealing my new book
Data Science With Marco
Get Started in Time Series Forecasting in Python | Full Course
Data Science With Marco
More on: PM Basics
View skill →Related AI Lessons
⚡
⚡
⚡
⚡
Why Jira is Too Complex for 90% of Startups (And What to Use Instead)
Dev.to · Muhammad Azhar
Building with mini, Part 3/9: Capturing ideas with todo
Dev.to · Stanislav Kremeň
The Case of BYJU’s Fall: Poor Project Management?
Medium · Startup
Controlling Scope Creep at Scale
Medium · Data Science
🎓
Tutor Explanation
DeepCamp AI