lynda Data Science Methodologies: Making Business Sense

Video Introducing this tutorial


Introduction :
Models and the real world
What you should know

1. Methodologies for Data Scientists :
Why methodologies
Data science vs. software engineering
Data mining methodologies
Software engineering methodologies in data science

2. Deploy and Consume a Model :
Where to begin?
Development architecture
Deploy the model
Consume the model
Challenge 1
Solution 1

3. Take a Model from Dev to Staging :
Set up a CI/CD pipeline
Deploy the app
The roadmap
Challenge 2
Solution 2

Conclusion :
Furthering applications of data science methodologies

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