This is a repository of the code to be executed in the class.
| SNo. | Topic | Classroom Hrs | Lab Hrs |
|---|---|---|---|
| 1 | Big Data Overview | 2 | 0 |
| 2 | Big Data Analytics in Industry Verticals | 4 | 0 |
| 3 | Analytics for Unstructured Data | 4 | 8 |
| 4 | The Hadoop Ecosystem | 2 | 8 |
| 5 | Principles of Cloud Computing | 2 | 0 |
| 6 | Hybrid Cloud Management | 3 | 2 |
| 7 | Cloud Web Services | 4 | 6 |
| Total | 21 | 24 |
https://www.oreilly.com/programming/free/files/a-whirlwind-tour-of-python.pdf
Download anaconda for Python 3.7 and choose your own distribution from here: https://www.anaconda.com/distribution/
Source: India State of Forest Report, 2011; **Land Use Statistics, Ministry of Agriculture, GOI, 2008-09; Area is in thousands Hectares (ha)
https://data.gov.in/resources/forest-cover-change-matrix-himachal-pradesh-2013
Details on District-wise forest cover for States/Uts. Forest Cover refers to all lands more than one hectare in area, with a tree canopy density of more than 10 percent irrespective of ownership and legal status. Such lands may not necessarily be a recorded forest area. It also includes orchards, bamboo and palm.
https://data.gov.in/resources/land-use-pattern-uttar-pradesh
Dataset for "Statistics and Social Network of YouTube Videos"
| Column No. | Name | Description |
|---|---|---|
| 1. | video ID | an 11-digit string, which is unique |
| 2. | uploader | a string of the video uploader's username |
| 3. | age | an integer number of days between the date when the video was uploaded and Feb.15, 2007 (YouTube's establishment) |
| 4. | category | a string of the video category chosen by the uploader |
| 5. | length | an integer number of the video length |
| 6. | views | an integer number of the views |
| 7. | rate | a float number of the video rate |
| 8. | ratings | an integer number of the ratings |
| 9. | comments | an integer number of the comments |
| 10. | related IDs | up to 20 strings of the related video IDs |