From ddb1cd852fb55667f3371f96d05d5d4df0e3d8ab Mon Sep 17 00:00:00 2001 From: bernalp <130140949+bernalp@users.noreply.github.com> Date: Fri, 7 Apr 2023 16:53:41 +0700 Subject: [PATCH 1/7] Update Salary_ML.py --- Salary_ML.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/Salary_ML.py b/Salary_ML.py index a916a9e0..e034f59f 100644 --- a/Salary_ML.py +++ b/Salary_ML.py @@ -44,7 +44,7 @@ def clean_data(df): X = df return X, y -def find_optimal_lm_mod(X, y, cutoffs, test_size = .30, random_state=42, plot=True): +def find_optimal_lm_mod(X, y, cutoffs, test_size = .25, random_state=42, plot=True): ''' INPUT X - pandas dataframe, X matrix From 2dcfd5344c05575ba4603f1b29e365c4385da6e0 Mon Sep 17 00:00:00 2001 From: bernalp <130140949+bernalp@users.noreply.github.com> Date: Fri, 7 Apr 2023 17:04:03 +0700 Subject: [PATCH 2/7] Rename BootcampStats.ipynb to Bootcamp_Stats.ipynb --- BootcampStats.ipynb => Bootcamp_Stats.ipynb | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename BootcampStats.ipynb => Bootcamp_Stats.ipynb (100%) diff --git a/BootcampStats.ipynb b/Bootcamp_Stats.ipynb similarity index 100% rename from BootcampStats.ipynb rename to Bootcamp_Stats.ipynb From 269af8546b082bcdb83db26bfb55863f89d77829 Mon Sep 17 00:00:00 2001 From: bernalp <130140949+bernalp@users.noreply.github.com> Date: Fri, 7 Apr 2023 17:05:45 +0700 Subject: [PATCH 3/7] Rename Bootcamp_Stats.ipynb to BootcampStats.ipynb --- Bootcamp_Stats.ipynb => BootcampStats.ipynb | 0 1 file changed, 0 insertions(+), 0 deletions(-) rename Bootcamp_Stats.ipynb => BootcampStats.ipynb (100%) diff --git a/Bootcamp_Stats.ipynb b/BootcampStats.ipynb similarity index 100% rename from Bootcamp_Stats.ipynb rename to BootcampStats.ipynb From 20a9fa498e873838c3be46b59ad45687b7b8c2c6 Mon Sep 17 00:00:00 2001 From: "Bernhard A. Alphama" Date: Sun, 2 Jul 2023 13:43:38 +0700 Subject: [PATCH 4/7] Update README.md - Should give details about authors. - Try to restructure all repository to be clear enough and readable. --- README.md | 1 + 1 file changed, 1 insertion(+) diff --git a/README.md b/README.md index 531ebfaf..3e3bd75f 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,4 @@ +- *This project basically testing fork repository during my first time learn at [Udacity](https://www.udacity.com/), and thanks to [jjrunner](https://github.com/jjrunner) for sharing his knowledge.* ### Table of Contents From 53d15f6d5924bb6d110851a14a40bf516a0633cd Mon Sep 17 00:00:00 2001 From: "Bernhard A. Alphama" Date: Mon, 3 Jul 2023 19:57:10 +0700 Subject: [PATCH 5/7] Give number to sub section in readme.md Give number to sub section in readme.md --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index 3e3bd75f..e260947a 100644 --- a/README.md +++ b/README.md @@ -8,11 +8,11 @@ 4. [Results](#results) 5. [Licensing, Authors, and Acknowledgements](#licensing) -## Installation +## 1. Installation There should be no necessary libraries to run the code here beyond the Anaconda distribution of Python. The code should run with no issues using Python versions 3.*. -## Project Motivation +## 2. Project Motivation For this project, I was interestested in using Stack Overflow data from 2017 to better understand: @@ -25,17 +25,17 @@ For this project, I was interestested in using Stack Overflow data from 2017 to The full set of files related to this course are owned by Udacity, so they are not publicly available here. However, you can see pieces of the analysis here. This README also serves as a template for students to follow in creating their own project README files. -## File Descriptions +## 3. File Descriptions There are 3 notebooks available here to showcase work related to the above questions. Each of the notebooks is exploratory in searching through the data pertaining to the questions showcased by the notebook title. Markdown cells were used to assist in walking through the thought process for individual steps. There is an additional `.py` file that runs the necessary code to obtain the final model used to predict salary. -## Results +## 4. Results The main findings of the code can be found at the post available [here](https://medium.com/@josh_2774/how-do-you-become-a-developer-5ef1c1c68711). -## Licensing, Authors, Acknowledgements +## 5. Licensing, Authors, Acknowledgements Must give credit to Stack Overflow for the data. You can find the Licensing for the data and other descriptive information at the Kaggle link available [here](https://www.kaggle.com/stackoverflow/so-survey-2017/data). Otherwise, feel free to use the code here as you would like! From 09877a2fa53dec9cd946739f73e72ff32044376d Mon Sep 17 00:00:00 2001 From: "Bernhard A. Alphama" Date: Mon, 3 Jul 2023 19:58:33 +0700 Subject: [PATCH 6/7] make same style with other project in table of contents.md make same style with other project in table of contents --- README.md | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/README.md b/README.md index e260947a..61ff3d02 100644 --- a/README.md +++ b/README.md @@ -2,11 +2,11 @@ ### Table of Contents -1. [Installation](#installation) -2. [Project Motivation](#motivation) -3. [File Descriptions](#files) -4. [Results](#results) -5. [Licensing, Authors, and Acknowledgements](#licensing) +- **1.** [Installation](#installation) +- **2.** [Project Motivation](#motivation) +- **3.** [File Descriptions](#files) +- **4.** [Results](#results) +- **5.** [Licensing, Authors, and Acknowledgements](#licensing) ## 1. Installation From d769e987b3501c8b8eb14881d95f43999f6d7fbe Mon Sep 17 00:00:00 2001 From: "Bernhard A. Alphama" Date: Mon, 3 Jul 2023 20:07:22 +0700 Subject: [PATCH 7/7] adding logo header.md adding logo header --- README.md | 7 +++++++ 1 file changed, 7 insertions(+) diff --git a/README.md b/README.md index 61ff3d02..65377aab 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,10 @@ +
+ Stackoverflow Logo +

+ Udacity Logo +

+
+ - *This project basically testing fork repository during my first time learn at [Udacity](https://www.udacity.com/), and thanks to [jjrunner](https://github.com/jjrunner) for sharing his knowledge.* ### Table of Contents