Springboard Data Science 2021:Springboard的2021年数据科学课程课程源码

procession1869 15 0 ZIP 2021-04-22 02:04:09

Springboard-Data-Science-2021 Springboard的2021年数据科学课程课程

文件列表

Springboard-Data-Science-2021-main.zip (预估有个72文件)

Springboard-Data-Science-2021-main

.gitignore 27B

Challenge-Unit 4

Unit 4 Challenge - Tier 3.ipynb 607KB

README.md 95B

Challenge-Unit 8 SQL

ROBACK_SQLTasks Tier 1.sql 6KB

SQL Unit 8 Local Connection Questions 10 - 13.ipynb 5KB

sqlite_db_pythonsqlite.db 212KB

Capstone 2-BAV

README.md 15B

Capstone Proposal.pdf 51KB

notebooks

.ipynb_checkpoints

data_wrangling-checkpoint.ipynb 351KB

BAV Exploratory Data Analysis-checkpoint.ipynb 876KB

BAV Exploratory Data Analysis Alt-checkpoint.ipynb 740KB

BAV Exploratory Data Analysis.ipynb 876KB

data_wrangling.ipynb 351KB

BAV Exploratory Data Analysis Alt.ipynb 740KB

.DS_Store 8KB

.gitattributes 66B

Challenge-Unit 11

.DS_Store 8KB

11.1-Frequentist Case Study

Frequentist Inference Case Study - Part B (2).ipynb 35KB

Frequentist Inference Case Study - Part A (3).ipynb 82KB

DS_Store 8KB

.ipynb_checkpoints

Frequentist Inference Case Study - Part A (3)-checkpoint.ipynb 82KB

Frequentist Inference Case Study - Part B (2)-checkpoint.ipynb 35KB

.DS_Store 6KB

11.4.2-Boston Housing

.gitignore 1KB

Mini_Project_Linear_Regression.ipynb 424KB

images

shuttle.png 165KB

cs109gitflow3.png 70KB

conditionalmean.png 12KB

11.3-Hypothesis Testing

.ipynb_checkpoints

Springboard Apps project - Tier 3 - Complete-checkpoint.ipynb 102KB

Springboard Apps project - Tier 1 - Complete.ipynb 31KB

Springboard Apps project - Tier 2 - Complete.ipynb 30KB

Springboard Apps project - Tier 3 - Complete.ipynb 102KB

11.4.1-Linear Regression

Springboard Regression Case Study - the Red Wine Dataset - Tier 3.ipynb 2.14MB

Springboard Regression Case Study - the Red Wine Dataset - Tier 2.ipynb 35KB

Springboard Regression Case Study - the Red Wine Dataset.zip 57KB

.ipynb_checkpoints

Springboard Regression Case Study - the Red Wine Dataset - Tier 1-checkpoint.ipynb 35KB

Springboard Regression Case Study - the Red Wine Dataset - Tier 2-checkpoint.ipynb 35KB

Springboard Regression Case Study - the Red Wine Dataset - Tier 3-checkpoint.ipynb 2.14MB

Springboard Regression Case Study - the Red Wine Dataset - Tier 1.ipynb 35KB

.DS_Store 10KB

Challenge-Unit 7

README.md 1KB

LocalSQLConnection.py 991B

03.10-Working-With-Strings.ipynb 44KB

meteorites.ipynb 6.51MB

api_data_wrangling_mini_project.ipynb 13KB

7.4

example.html 2.48MB

.DS_Store 6KB

Capstone 1-Guided

README.md 2KB

Pipfile.lock 48KB

Pipfile 287B

models

ski_resort_pricing_model_JR.pkl 925KB

Guided Capstone Presentation.pdf 4.96MB

Guided Capstone Project.pdf 174KB

images

silverton_mountain_info.png 62KB

.DS_Store 6KB

Notebooks

02_data_wrangling.ipynb 448KB

library

sb_utils.py 2KB

__pycache__

sb_utils.cpython-37.pyc 1KB

05_modeling.ipynb 230KB

.ipynb_checkpoints

04_preprocessing_and_training-checkpoint.ipynb 215KB

05_modeling-checkpoint.ipynb 230KB

03_exploratory_data_analysis-checkpoint.ipynb 926KB

02_data_wrangling-checkpoint.ipynb 448KB

03_exploratory_data_analysis.ipynb 926KB

04_preprocessing_and_training.ipynb 215KB

Challenge-Unit 14.2 Logistic Regression

Logistic Regression Advanced Case Study.ipynb 272KB

Pipfile.lock 35KB

Pipfile 229B

.ipynb_checkpoints

Logistic Regression Advanced Case Study-checkpoint.ipynb 272KB

images

dataform.jpg 416KB

onelinesplit.png 17KB

.ipynb_checkpoints

bias-checkpoint.png 31KB

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Springboard Data Science 2021:Springboard的2021年数据科学课程课程 源码

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Springboard Data Science 2021:Springboard的2021年数据科学课程课程源码