|
|
1. Course content.mp4
|
MP4
|
49.1 MB
|
|
|
1. Course content.srt
|
SRT
|
7.7 KB
|
|
|
1. Final remarks.mp4
|
MP4
|
7.3 MB
|
|
|
1. Final remarks.srt
|
SRT
|
1.4 KB
|
|
|
1. Plan of attack.mp4
|
MP4
|
16 MB
|
|
|
1. Plan of attack.srt
|
SRT
|
3.2 KB
|
|
|
1.1 Source code - Google Colab.html
|
HTML
|
102.4 B
|
|
|
10. Clustering similar positions 1.mp4
|
MP4
|
54.2 MB
|
|
|
10. Clustering similar positions 1.srt
|
SRT
|
8.4 KB
|
|
|
10. Messages dataset.mp4
|
MP4
|
28.3 MB
|
|
|
10. Messages dataset.srt
|
SRT
|
4.9 KB
|
|
|
11. Clustering similar positions 2.mp4
|
MP4
|
53.8 MB
|
|
|
11. Clustering similar positions 2.srt
|
SRT
|
8.1 KB
|
|
|
12. Clustering similar positions 3.mp4
|
MP4
|
59.6 MB
|
|
|
12. Clustering similar positions 3.srt
|
SRT
|
8.2 KB
|
|
|
13. Clustering similar positions 4.mp4
|
MP4
|
49.6 MB
|
|
|
13. Clustering similar positions 4.srt
|
SRT
|
6.3 KB
|
|
|
14. Visualizing the clusters.mp4
|
MP4
|
103.8 MB
|
|
|
14. Visualizing the clusters.srt
|
SRT
|
11.3 KB
|
|
|
15. Exporting to JSON.mp4
|
MP4
|
41.2 MB
|
|
|
15. Exporting to JSON.srt
|
SRT
|
6.4 KB
|
|
|
16. Visualizing using dendrogram.mp4
|
MP4
|
54.3 MB
|
|
|
16. Visualizing using dendrogram.srt
|
SRT
|
6.2 KB
|
|
|
17. Visualizing using link tree.mp4
|
MP4
|
17.4 MB
|
|
|
17. Visualizing using link tree.srt
|
SRT
|
1.9 KB
|
|
|
18. Google location API.mp4
|
MP4
|
48.2 MB
|
|
|
18. Google location API.srt
|
SRT
|
9.3 KB
|
|
|
19. Using the location API.mp4
|
MP4
|
34.2 MB
|
|
|
19. Using the location API.srt
|
SRT
|
4.4 KB
|
|
|
2. Connections by day.mp4
|
MP4
|
81.1 MB
|
|
|
2. Connections by day.srt
|
SRT
|
11.2 KB
|
|
|
2. Course materials.html
|
HTML
|
307.2 B
|
|
|
2. Creating a LinkedIn APP.mp4
|
MP4
|
24.9 MB
|
|
|
2. Creating a LinkedIn APP.srt
|
SRT
|
5.8 KB
|
|
|
2. Loading the dataset.mp4
|
MP4
|
16 MB
|
|
|
2. Loading the dataset.srt
|
SRT
|
3 KB
|
|
|
20. Latitude and longitude of the contacts.mp4
|
MP4
|
31.5 MB
|
|
|
20. Latitude and longitude of the contacts.srt
|
SRT
|
4.2 KB
|
|
|
21. Contact map using Basemap.mp4
|
MP4
|
66.2 MB
|
|
|
21. Contact map using Basemap.srt
|
SRT
|
9.3 KB
|
|
|
22. Getting countries and cities.mp4
|
MP4
|
52.7 MB
|
|
|
22. Getting countries and cities.srt
|
SRT
|
6.5 KB
|
|
|
23. Graph of users by countries and cities.mp4
|
MP4
|
71.7 MB
|
|
|
23. Graph of users by countries and cities.srt
|
SRT
|
8.5 KB
|
|
|
24. Introduction to clustering.mp4
|
MP4
|
14 MB
|
|
|
24. Introduction to clustering.srt
|
SRT
|
2.8 KB
|
|
|
25. Introduction to k-mean algorithm.mp4
|
MP4
|
12.5 MB
|
|
|
25. Introduction to k-mean algorithm.srt
|
SRT
|
4.6 KB
|
|
|
26. Clustering users by location with k-means.mp4
|
MP4
|
62.3 MB
|
|
|
26. Clustering users by location with k-means.srt
|
SRT
|
7.6 KB
|
|
|
27. Visualizing the clusters using Google Earth.mp4
|
MP4
|
95.2 MB
|
|
|
27. Visualizing the clusters using Google Earth.srt
|
SRT
|
7.5 KB
|
|
|
28. Invitations dataset.mp4
|
MP4
|
16.3 MB
|
|
|
28. Invitations dataset.srt
|
SRT
|
3.1 KB
|
|
|
29. HOMEWORK.html
|
HTML
|
307.2 B
|
|
|
3. Bonus course - valid until January 31st.html
|
HTML
|
307.2 B
|
|
|
3. HOMEWORK.html
|
HTML
|
307.2 B
|
|
|
3. LinkedIn API 1.mp4
|
MP4
|
73.8 MB
|
|
|
3. LinkedIn API 1.srt
|
SRT
|
13.7 KB
|
|
|
3. Preprocessing the texts.mp4
|
MP4
|
84.9 MB
|
|
|
3. Preprocessing the texts.srt
|
SRT
|
14 KB
|
|
|
30. Homework solution.mp4
|
MP4
|
20.8 MB
|
|
|
30. Homework solution.srt
|
SRT
|
2.7 KB
|
|
|
31. Analysis of the invitations dataset.mp4
|
MP4
|
41.5 MB
|
|
|
31. Analysis of the invitations dataset.srt
|
SRT
|
5.2 KB
|
|
|
4. Homework solution.mp4
|
MP4
|
27 MB
|
|
|
4. Homework solution.srt
|
SRT
|
3.9 KB
|
|
|
4. LinkedIn API 2.mp4
|
MP4
|
104 MB
|
|
|
4. LinkedIn API 2.srt
|
SRT
|
11.8 KB
|
|
|
4. Preprocessing the dataset.mp4
|
MP4
|
42.7 MB
|
|
|
4. Preprocessing the dataset.srt
|
SRT
|
7.4 KB
|
|
|
5. Companies data.mp4
|
MP4
|
74.6 MB
|
|
|
5. Companies data.srt
|
SRT
|
10 KB
|
|
|
5. Detecting languages.mp4
|
MP4
|
52.7 MB
|
|
|
5. Detecting languages.srt
|
SRT
|
10.5 KB
|
|
|
5. Getting data from LinkedIn.mp4
|
MP4
|
14.7 MB
|
|
|
5. Getting data from LinkedIn.srt
|
SRT
|
2.7 KB
|
|
|
6. Connections dataset.mp4
|
MP4
|
59.6 MB
|
|
|
6. Connections dataset.srt
|
SRT
|
11 KB
|
|
|
6. Positions data.mp4
|
MP4
|
85.4 MB
|
|
|
6. Positions data.srt
|
SRT
|
8.4 KB
|
|
|
6. Word cloud.mp4
|
MP4
|
33.3 MB
|
|
|
6. Word cloud.srt
|
SRT
|
3.6 KB
|
|
|
7. Invitations dataset 1.mp4
|
MP4
|
28.4 MB
|
|
|
7. Invitations dataset 1.srt
|
SRT
|
5 KB
|
|
|
7. Levenshtein distance.mp4
|
MP4
|
47.7 MB
|
|
|
7. Levenshtein distance.srt
|
SRT
|
6.5 KB
|
|
|
7. Named entity recognition.mp4
|
MP4
|
38.5 MB
|
|
|
7. Named entity recognition.srt
|
SRT
|
5 KB
|
|
|
8. Invitations dataset 2.mp4
|
MP4
|
64.1 MB
|
|
|
8. Invitations dataset 2.srt
|
SRT
|
10.6 KB
|
|
|
8. N-gram similarity.mp4
|
MP4
|
80.5 MB
|
|
|
8. N-gram similarity.srt
|
SRT
|
10.8 KB
|
|
|
8. Sentiment analysis.mp4
|
MP4
|
55.5 MB
|
|
|
8. Sentiment analysis.srt
|
SRT
|
9 KB
|
|
|
9. Generating fake data.mp4
|
MP4
|
33.4 MB
|
|
|
9. Generating fake data.srt
|
SRT
|
5 KB
|
|
|
9. Jaccard distance.mp4
|
MP4
|
74.5 MB
|
|
|
9. Jaccard distance.srt
|
SRT
|
8.4 KB
|
|
|
Bonus Resources.txt
|
TXT
|
409.6 B
|
|
|
Get Bonus Downloads Here.url
|
URL
|
204.8 B
|
|
|
Mining and Analyzing LinkedIn Data.pdf
|
PDF
|
3.2 MB
|
|
|
_Course materials
|
|
204.8 B
|
|
|
_Mining and Analyzing LinkedIn Data.pdf
|
PDF
|
614.4 B
|
|
|
_clusters.kml
|
KML
|
614.4 B
|
|
|
_connections.csv
|
CSV
|
307.2 B
|
|
|
_connections.kml
|
KML
|
614.4 B
|
|
|
_connections_location.csv
|
CSV
|
307.2 B
|
|
|
_connections_locations_full.csv
|
CSV
|
614.4 B
|
|
|
_data.json
|
JSON
|
307.2 B
|
|
|
_invitations.csv
|
CSV
|
614.4 B
|
|
|
_invitations_locations.csv
|
CSV
|
307.2 B
|
|
|
_messages.csv
|
CSV
|
307.2 B
|
|
|
clusters.kml
|
KML
|
3.4 KB
|
|
|
connections.csv
|
CSV
|
94.9 KB
|
|
|
connections.kml
|
KML
|
270.7 KB
|
|
|
connections_location.csv
|
CSV
|
124.9 KB
|
|
|
connections_locations_full.csv
|
CSV
|
147.2 KB
|
|
|
data.json
|
JSON
|
125.5 KB
|
|
|
invitations.csv
|
CSV
|
5.5 KB
|
|
|
invitations_locations.csv
|
CSV
|
15.1 KB
|
|
|
messages.csv
|
CSV
|
184.3 KB
|
