The Data Science Process
Back to Home
01. Video: Intro
02. Video: CRISP-DM
03. Video: The Data Science Process - Business & Data
04. Video: Business & Data Understanding - Example
05. Screencast: Using Workspaces
06. Quiz + Notebook: A Look at the Data
07. Screencast: A Look at the Data
08. What Should You Check?
09. Video: Business & Data Understanding
10. Video: Gathering & Wrangling
11. Screencast: How To Break Into the Field?
12. Notebook + Quiz: How To Break Into the Field
13. Screencast: How to Break Into the Field Solution
14. Screencast: Bootcamps
15. Quiz: Bootcamp Takeaways
16. Notebook + Quiz: Job Satisfaction
17. Screencast: Job Satisfaction
18. Video: It Is Not Always About ML
19. Video: The Data Science Process - Modeling
20. Video: Predicting Salary
21. Screencast: Predicting Salary
22. Notebook + Quiz: What Happened?
23. Screencast: What Happened Solution
24. Video: Working With Missing Values
25. Video: Removing Data - Why Not?
26. Video: Removing Data - When Is It OK?
27. Video: Removing Data - Other Considerations
28. Quiz: Removing Data
29. Notebook + Quiz: Removing Values
30. ScreenCast: Removing Data Solution
31. Notebook + Quiz: Removing Data Part II
32. Screencast: Removing Data Part II Solution
33. Video: Imputing Missing Values
34. Notebook + Quiz: Imputation Methods & Resources
35. Screencast: Imputation Methods & Resources Solution
36. Notebook + Quiz: Imputing Values
37. Screencast: Imputing Values Solution
38. Video: Working With Categorical Variables Refresher
39. Notebook + Quiz: Categorical Variables
40. Screencast: Categorical Variables Solution
41. Video: How to Fix This?
42. Notebook + Quiz: Putting It All Together
43. Screencast + Notebook: Putting It All Together Solution
44. Text + Quiz: Results
45. Video: The Data Science Process - Evaluate & Deploy
46. Text: Recap
Back to Home
17. Screencast: Job Satisfaction
Job Satisfaction
Pause
Play
% buffered
00:00
00:00
Unmute
Mute
Disable captions
Enable captions
Settings
Captions
CN
Quality
undefined
Speed
Normal
Captions
Go back to previous menu
Disabled
en
EN
BR
BR
CN
CN
Quality
Go back to previous menu
Speed
Go back to previous menu
0.5×
0.75×
Normal
1.25×
1.5×
1.75×
2×
Exit fullscreen
Enter fullscreen
Play
Code
If you need a code on the
https://github.com/udacity
.
Next Concept