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MPG Prediction End to End Machine Learning [freecodecamp][Data Science with Harshit] #7

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4 of 5 tasks
abhi8893 opened this issue Jul 1, 2021 · 0 comments
Open
4 of 5 tasks

MPG Prediction End to End Machine Learning [freecodecamp][Data Science with Harshit] #7

abhi8893 opened this issue Jul 1, 2021 · 0 comments
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@abhi8893
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flask heroku mlops sklearn tutorial

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abhi8893 commented Jul 1, 2021 •
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Resources:

Tasks:

  • Basic EDA
  • Data Preparation
  • Model fitting and hyperparameter tuning
  • Flask app
  • Create Nice README.md
@abhi8893 abhi8893 self-assigned this Jul 1, 2021
@abhi8893 abhi8893 added the mlops label Jul 1, 2021
abhi8893 added a commit that referenced this issue Jul 1, 2021
@abhi8893
#7; add project folder
d52333c
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add initial project structure
42f7e9f
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add data download script
9d5c68c
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add wget in requirements.txt
fba569d
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; complete basic EDA, add notebook 00-EDA, reports
d216469
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add utils.py and visualize.py (ColumnTypePlotter) to src
e16ee26
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add setup.py
f163cfa
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add setup.py
015ebf9
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; update .gitignore
7175b3d
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add ValueMapper in src.preprocess
fde7099
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add src.project subpackage in src for project speficic functionality
c9d27bf
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; complete data prep, add notebook 01-Data-Preparation
c59a007
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; update models/ in gitignore
dfb6de3
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add preprocessed column names as global var for pipeline
9e7888f
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; add stratified shuffle splitter src.project.utils
1ccc5e0
abhi8893 added a commit that referenced this issue Jul 2, 2021
@abhi8893
#7; finish model fitting and tuning, add notebook-02
a2b89b1
abhi8893 added a commit that referenced this issue Jul 3, 2021
@abhi8893
#7; add submodule in mlops - mpg-pred-end-to-end-ml
9eb0fab
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