Home / pycharm change python path / Introduction to PyCharm, Pylint, PyTest, and CVS
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USING PYCHARM, PYLINT,
PYTEST, AND VCS TO DESIGN
A PROJECT PIPELINE
Antonio Luca Alfeo
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OVERVIEW
1. Installation 8. Python basics to design a structured project pipeline
2. Work with Pycharm projects I. Tabular data with pandas.dataframes
I. Configure the interpreter II. Dataframe manipulation
II. Requirements management III. Data segregation with Sklearn
III. Project navigation and run IV. Model hyperarametrization
V. From JSON to Object
VI. Performance evaluation
3. Code quality checking VII. Model deployment
I. Pylint VIII. Project profiling
II. Plugin installation and usage
9. Recap and more resources
4. Code correctness checking
I. Enabling and configuring Pytest in Pycharm
II. Testing methods and usage 10. Exercise
5. Version Control on Pycharm
I. Local history
II. Connect to GitHub
III. Github: share a project
IV. Github: commit and push
V. Github: clone a project
6. Recap and more resources
7. Exercise
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INSTALLATION
How to setup PyCharm in Windows 10?How to Install Pycharm IDE in Windows 10: Step 1: Download PycharmIDE community edition from jetbrains official website. Step 2: After downloaded the Pycharm exe file then open that file. Step 3: Click on “Next” to continue button. In case, if it is not opened then open “Run as administrator”. Step 4: Browse the destination folder ...
Title: PowerPoint Presentation
Author: Antonio Luca Alfeo
Creator: Microsoft PowerPoint for Microsoft 365
Producer: Microsoft PowerPoint for Microsoft 365
CreationDate: Fri Oct 30 18:35:35 2020
ModDate: Fri Oct 30 18:35:35 2020
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