Skip to content

Commit

Permalink
Pre-Class 8 Materials
Browse files Browse the repository at this point in the history
  • Loading branch information
@paspeur
paspeur committed May 11, 2017
1 parent e49c10d commit 233ada0
Show file tree
Hide file tree
Showing 5 changed files with 2,195 additions and 1 deletion.
2 changes: 1 addition & 1 deletion README.md
View file
Original file line number Diff line number Diff line change
Expand Up @@ -13,7 +13,7 @@ Course materials for [General Assembly's Data Science course](https://generalass
| [05](./classes/05) | 5/1 | [_k_-Nearest Neighbors](./classes/05) | **[Unit Project 1](./unit-project/1)** | |
| [06](./classes/06) | 5/3 | [Applied Data Wrangling and Exploratory Data Analysis](./classes/06) | | |
| [07](./classes/07) | 5/8 | [Linear Regression](./classes/07) | | **[Unit Project 1](./unit-project/1)** |
| 08 | 5/10 | Linear Regression, Part 2 | **[Final Project 1](./final-project/1)** | |
| [08](./classes/08) | 5/10 | [Linear Regression, Part 2](./classes/08) | **[Final Project 1](./final-project/1)** | |
| 09 | 5/15 | Linear Regression, Part 3 | **[Unit Project 2](./unit-project/2)** | |
| 10 | 5/17 | Regularization | | **[Final Project 1](./final-project/1)** |
| 11 | 5/22 | Logistic Regression | | **[Unit Project 2](./unit-project/2)** |
Expand Down
199 changes: 199 additions & 0 deletions classes/08/datasets/dataset-08-advertising.csv
View file
Original file line number Diff line number Diff line change
@@ -0,0 +1,199 @@
"TV","Radio","Newspaper","Sales"
"230.1","37.8","69.2","22.1"
"44.5","39.3","45.1","10.4"
"17.2","45.9","69.3","9.3"
"151.5","41.3","58.5","18.5"
"180.8","10.8","58.4","12.9"
"8.7","48.9","75.0","7.2"
"57.5","32.8","23.5","11.8"
"120.2","19.6","11.6","13.2"
"8.6","2.1","1.0","4.8"
"199.8","2.6","21.2","10.6"
"66.1","5.8","24.2","8.6"
"214.7","24.0","4.0","17.4"
"23.8","35.1","65.9","9.2"
"97.5","7.6","7.2","9.7"
"204.1","32.9","46.0","19.0"
"195.4","47.7","52.9","22.4"
"281.4","39.6","55.8","24.4"
"69.2","20.5","18.3","11.3"
"147.3","23.9","19.1","14.6"
"218.4","27.7","53.4","18.0"
"237.4","5.1","23.5","12.5"
"13.2","15.9","49.6","5.6"
"228.3","16.9","26.2","15.5"
"62.3","12.6","18.3","9.7"
"262.9","3.5","19.5","12.0"
"142.9","29.3","12.6","15.0"
"240.1","16.7","22.9","15.9"
"248.8","27.1","22.9","18.9"
"70.6","16.0","40.8","10.5"
"292.9","28.3","43.2","21.4"
"112.9","17.4","38.6","11.9"
"97.2","1.5","30.0","9.6"
"265.6","20.0","0.3","17.4"
"95.7","1.4","7.4","9.5"
"290.7","4.1","8.5","12.8"
"266.9","43.8","5.0","25.4"
"74.7","49.4","45.7","14.7"
"43.1","26.7","35.1","10.1"
"228.0","37.7","32.0","21.5"
"202.5","22.3","31.6","16.6"
"177.0","33.4","38.7","17.1"
"293.6","27.7","1.8","20.7"
"206.9","8.4","26.4","12.9"
"25.1","25.7","43.3","8.5"
"175.1","22.5","31.5","14.9"
"89.7","9.9","35.7","10.6"
"239.9","41.5","18.5","23.2"
"227.2","15.8","49.9","14.8"
"66.9","11.7","36.8","9.7"
"199.8","3.1","34.6","11.4"
"100.4","9.6","3.6","10.7"
"216.4","41.7","39.6","22.6"
"182.6","46.2","58.7","21.2"
"262.7","28.8","15.9","20.2"
"198.9","49.4","60.0","23.7"
"7.3","28.1","41.4","5.5"
"136.2","19.2","16.6","13.2"
"210.8","49.6","37.7","23.8"
"210.7","29.5","9.3","18.4"
"53.5","2.0","21.4","8.1"
"261.3","42.7","54.7","24.2"
"239.3","15.5","27.3","15.7"
"102.7","29.6","8.4","14.0"
"131.1","42.8","28.9","18.0"
"69.0","9.3","0.9","9.3"
"31.5","24.6","2.2","9.5"
"139.3","14.5","10.2","13.4"
"237.4","27.5","11.0","18.9"
"216.8","43.9","27.2","22.3"
"199.1","30.6","38.7","18.3"
"109.8","14.3","31.7","12.4"
"26.8","33.0","19.3","8.8"
"129.4","5.7","31.3","11.0"
"213.4","24.6","13.1","17.0"
"16.9","43.7","89.4","8.7"
"27.5","1.6","20.7","6.9"
"120.5","28.5","14.2","14.2"
"5.4","29.9","9.4","5.3"
"116.0","7.7","23.1","11.0"
"76.4","26.7","22.3","11.8"
"239.8","4.1","36.9","12.3"
"75.3","20.3","32.5","11.3"
"68.4","44.5","35.6","13.6"
"213.5","43.0","33.8","21.7"
"193.2","18.4","65.7","15.2"
"76.3","27.5","16.0","12.0"
"110.7","40.6","63.2","16.0"
"88.3","25.5","73.4","12.9"
"109.8","47.8","51.4","16.7"
"134.3","4.9","9.3","11.2"
"28.6","1.5","33.0","7.3"
"217.7","33.5","59.0","19.4"
"250.9","36.5","72.3","22.2"
"107.4","14.0","10.9","11.5"
"163.3","31.6","52.9","16.9"
"197.6","3.5","5.9","11.7"
"184.9","21.0","22.0","15.5"
"289.7","42.3","51.2","25.4"
"135.2","41.7","45.9","17.2"
"222.4","4.3","49.8","11.7"
"280.2","10.1","21.4","14.8"
"187.9","17.2","17.9","14.7"
"238.2","34.3","5.3","20.7"
"137.9","46.4","59.0","19.2"
"25.0","11.0","29.7","7.2"
"90.4","0.3","23.2","8.7"
"13.1","0.4","25.6","5.3"
"255.4","26.9","5.5","19.8"
"225.8","8.2","56.5","13.4"
"241.7","38.0","23.2","21.8"
"175.7","15.4","2.4","14.1"
"209.6","20.6","10.7","15.9"
"78.2","46.8","34.5","14.6"
"75.1","35.0","52.7","12.6"
"139.2","14.3","25.6","12.2"
"76.4","0.8","14.8","9.4"
"125.7","36.9","79.2","15.9"
"19.4","16.0","22.3","6.6"
"141.3","26.8","46.2","15.5"
"18.8","21.7","50.4","7.0"
"224.0","2.4","15.6","11.6"
"123.1","34.6","12.4","15.2"
"229.5","32.3","74.2","19.7"
"87.2","11.8","25.9","10.6"
"7.8","38.9","50.6","6.6"
"80.2","0.0","9.2","8.8"
"220.3","49.0","3.2","24.7"
"59.6","12.0","43.1","9.7"
"0.7","39.6","8.7","1.6"
"265.2","2.9","43.0","12.7"
"8.4","27.2","2.1","5.7"
"219.8","33.5","45.1","19.6"
"36.9","38.6","65.6","10.8"
"48.3","47.0","8.5","11.6"
"25.6","39.0","9.3","9.5"
"273.7","28.9","59.7","20.8"
"43.0","25.9","20.5","9.6"
"184.9","43.9","1.7","20.7"
"73.4","17.0","12.9","10.9"
"193.7","35.4","75.6","19.2"
"220.5","33.2","37.9","20.1"
"104.6","5.7","34.4","10.4"
"96.2","14.8","38.9","11.4"
"140.3","1.9","9.0","10.3"
"240.1","7.3","8.7","13.2"
"243.2","49.0","44.3","25.4"
"38.0","40.3","11.9","10.9"
"44.7","25.8","20.6","10.1"
"280.7","13.9","37.0","16.1"
"121.0","8.4","48.7","11.6"
"197.6","23.3","14.2","16.6"
"171.3","39.7","37.7","19.0"
"187.8","21.1","9.5","15.6"
"4.1","11.6","5.7","3.2"
"93.9","43.5","50.5","15.3"
"149.8","1.3","24.3","10.1"
"11.7","36.9","45.2","7.3"
"131.7","18.4","34.6","12.9"
"172.5","18.1","30.7","14.4"
"85.7","35.8","49.3","13.3"
"188.4","18.1","25.6","14.9"
"163.5","36.8","7.4","18.0"
"117.2","14.7","5.4","11.9"
"234.5","3.4","84.8","11.9"
"17.9","37.6","21.6","8.0"
"206.8","5.2","19.4","12.2"
"215.4","23.6","57.6","17.1"
"284.3","10.6","6.4","15.0"
"50.0","11.6","18.4","8.4"
"164.5","20.9","47.4","14.5"
"19.6","20.1","17.0","7.6"
"168.4","7.1","12.8","11.7"
"222.4","3.4","13.1","11.5"
"276.9","48.9","41.8","27.0"
"248.4","30.2","20.3","20.2"
"170.2","7.8","35.2","11.7"
"276.7","2.3","23.7","11.8"
"165.6","10.0","17.6","12.6"
"156.6","2.6","8.3","10.5"
"218.5","5.4","27.4","12.2"
"56.2","5.7","29.7","8.7"
"287.6","43.0","71.8","26.2"
"253.8","21.3","30.0","17.6"
"205.0","45.1","19.6","22.6"
"139.5","2.1","26.6","10.3"
"191.1","28.7","18.2","17.3"
"286.0","13.9","3.7","15.9"
"18.7","12.1","23.4","6.7"
"39.5","41.1","5.8","10.8"
"75.5","10.8","6.0","9.9"
"17.2","4.1","31.6","5.9"
"166.8","42.0","3.6","19.6"
"149.7","35.6","6.0","17.3"
"38.2","3.7","13.8","7.6"
"94.2","4.9","8.1","9.7"
"177.0","9.3","6.4","12.8"
"283.6","42.0","66.2","25.5"
"232.1","8.6","8.7","13.4"
Loading

0 comments on commit 233ada0

Please sign in to comment.