Data Analysis End-to-End Project | Data Studio and Big Query Dashboard

Опубликовано: 28 Декабрь 2023
на канале: Absent Data

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You will be able to build and end-to to-end project all in Google Cloud.

Agenda
1. Build Database (Big Query) 4:26
2. Connect to Database with Python (Colab to Big Query) 19:20
3. Build a Churn Model (PyCaret) 30:01
4. Export Data to Big Query 44:50
5. Build Dashboard ( Looker Studio ) 55:30
6. Recommendations (Power Point/Google Slides) 1:50:00

Problem Statement:
We are having issues with keeping employees so we would like a data analyst to help to proactively find employees that are risk.
Approach:
Select pilot program with new employees.
Build an Auto ML model trained on previous data that can predict a new employees will leave.
Deliverable:
Report/Dashboard

You can find the dataset here:
https://absentdata.com/data-analysis/...

#datascience
#data
#googlecloud
#datastudio
#dataanalysis
#bigquery

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