Udemy - Mining And Analyzing LinkedIn Data

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Udemy - Mining and Analyzing LinkedIn DataUdemy - Mining and Analyzing LinkedIn Data

NAME
Udemy - Mining and Analyzing LinkedIn Data.torrent
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afc4c0f2019c85327536686ffa5427e4c375b918
SIZE
2.3 GB in 98 files
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Uploaded on 02-02-2022 by our crawler pet called "Spidey".
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Description

[ DevCourseWeb.com ] Mining and Analyzing LinkedIn Data



If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com







Genre: eLearning | MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz

Language: English | Size: 2.29 GB | Duration: 6h 18m



Apply Data Science and Artificial Intelligence techniques to extract and analyze your LinkedIn network



What you'll learn

Extract data from your LinkedIn profile using the LinkedIn API and .csv files

Extract and analyze the connections between users, invitations, and text messages

Generate fake usernames to mask real information

Explore and view data related to your contacts' companies and job titles

Use edit Levenshtein distance, n-gram similarity and Jaccard distance to measure similarity between strings

Cluster contacts based on similarity between positions, as well as generate HTML views to improve data presentation

Use location APIs to extract latitude and longitude of contacts, in order to capture the city and country of lives

View the location of contacts dynamically with Google Earth and the Basemap library

Cluster contacts using the k-means algorithm

Apply natural language processing techniques to analyze your LinkedIn text messages

Generate word cloud to view the most frequent terms

Extract name entities from text messages

Create a sentiment classifier to extract the polarity of the LinkedIn text messages



Requirements

Programming logic

Basic Python programming

No LinkedIn knowledge is necessary

Description

LinkedIn is a social network focused on professional experience in order to generate connections and relationships between professionals from different areas. Professionals can provide profissional skills and search for jobs by connecting with people around the world. For example, if you would like to work with Data Science you can connect with companies and people who work in this field, increasing your chances of getting a job. On the other hand, companies are able to search for candidates according to the curriculum and skills provided by users. In 2017, LinkedIn established itself as the largest business platform and an important strategic tool for both professionals and companies.



If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com



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We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...



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Files in this torrent

FILENAMESIZE
~Get Your Files Here !/1. Introduction/1. Course content.mp449.1 MB
~Get Your Files Here !/1. Introduction/1. Course content.srt7.7 KB
~Get Your Files Here !/1. Introduction/2. Course materials.html328 B
~Get Your Files Here !/1. Introduction/3. Bonus course - valid until January 31st.html261 B
~Get Your Files Here !/1. Introduction/Course materials/clusters.kml3.4 KB
~Get Your Files Here !/1. Introduction/Course materials/connections.csv94.9 KB
~Get Your Files Here !/1. Introduction/Course materials/connections.kml270.7 KB
~Get Your Files Here !/1. Introduction/Course materials/connections_location.csv124.9 KB
~Get Your Files Here !/1. Introduction/Course materials/connections_locations_full.csv147.2 KB
~Get Your Files Here !/1. Introduction/Course materials/data.json125.5 KB
~Get Your Files Here !/1. Introduction/Course materials/invitations.csv5.5 KB
~Get Your Files Here !/1. Introduction/Course materials/invitations_locations.csv15.1 KB
~Get Your Files Here !/1. Introduction/Course materials/messages.csv184.3 KB
~Get Your Files Here !/1. Introduction/Course materials/Mining and Analyzing LinkedIn Data.pdf3.2 MB
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_clusters.kml597 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_connections.csv312 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_connections.kml597 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_connections_location.csv312 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_connections_locations_full.csv597 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_data.json312 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_invitations.csv597 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_invitations_locations.csv312 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_messages.csv312 B
~Get Your Files Here !/1. Introduction/__MACOSX/Course materials/_Mining and Analyzing LinkedIn Data.pdf596 B
~Get Your Files Here !/1. Introduction/__MACOSX/_Course materials210 B
~Get Your Files Here !/2. LinkedIn datasets/1. Plan of attack.mp48.6 MB
~Get Your Files Here !/2. LinkedIn datasets/1. Plan of attack.srt3.1 KB
~Get Your Files Here !/2. LinkedIn datasets/1.1 Source code - Google Colab.html146 B
~Get Your Files Here !/2. LinkedIn datasets/10. Messages dataset.mp428.3 MB
~Get Your Files Here !/2. LinkedIn datasets/10. Messages dataset.srt4.9 KB
~Get Your Files Here !/2. LinkedIn datasets/2. Creating a LinkedIn APP.mp424.9 MB
~Get Your Files Here !/2. LinkedIn datasets/2. Creating a LinkedIn APP.srt5.8 KB
~Get Your Files Here !/2. LinkedIn datasets/3. LinkedIn API 1.mp473.8 MB
~Get Your Files Here !/2. LinkedIn datasets/3. LinkedIn API 1.srt13.7 KB
~Get Your Files Here !/2. LinkedIn datasets/4. LinkedIn API 2.mp4104 MB
~Get Your Files Here !/2. LinkedIn datasets/4. LinkedIn API 2.srt11.8 KB
~Get Your Files Here !/2. LinkedIn datasets/5. Getting data from LinkedIn.mp414.7 MB
~Get Your Files Here !/2. LinkedIn datasets/5. Getting data from LinkedIn.srt2.7 KB
~Get Your Files Here !/2. LinkedIn datasets/6. Connections dataset.mp459.6 MB
~Get Your Files Here !/2. LinkedIn datasets/6. Connections dataset.srt11 KB
~Get Your Files Here !/2. LinkedIn datasets/7. Invitations dataset 1.mp428.4 MB
~Get Your Files Here !/2. LinkedIn datasets/7. Invitations dataset 1.srt5 KB
~Get Your Files Here !/2. LinkedIn datasets/8. Invitations dataset 2.mp464.1 MB
~Get Your Files Here !/2. LinkedIn datasets/8. Invitations dataset 2.srt10.6 KB
~Get Your Files Here !/2. LinkedIn datasets/9. Generating fake data.mp433.4 MB
~Get Your Files Here !/2. LinkedIn datasets/9. Generating fake data.srt5 KB
~Get Your Files Here !/3. Connections between users and invitations/1. Plan of attack.mp435.7 MB
~Get Your Files Here !/3. Connections between users and invitations/1. Plan of attack.srt5.1 KB
~Get Your Files Here !/3. Connections between users and invitations/1.1 Source code - Google Colab.html146 B
~Get Your Files Here !/3. Connections between users and invitations/10. Clustering similar positions 1.mp454.2 MB
~Get Your Files Here !/3. Connections between users and invitations/10. Clustering similar positions 1.srt8.4 KB
~Get Your Files Here !/3. Connections between users and invitations/11. Clustering similar positions 2.mp453.8 MB
~Get Your Files Here !/3. Connections between users and invitations/11. Clustering similar positions 2.srt8.1 KB
~Get Your Files Here !/3. Connections between users and invitations/12. Clustering similar positions 3.mp459.6 MB
~Get Your Files Here !/3. Connections between users and invitations/12. Clustering similar positions 3.srt8.2 KB
~Get Your Files Here !/3. Connections between users and invitations/13. Clustering similar positions 4.mp449.6 MB
~Get Your Files Here !/3. Connections between users and invitations/13. Clustering similar positions 4.srt6.3 KB
~Get Your Files Here !/3. Connections between users and invitations/14. Visualizing the clusters.mp4103.8 MB
~Get Your Files Here !/3. Connections between users and invitations/14. Visualizing the clusters.srt11.3 KB
~Get Your Files Here !/3. Connections between users and invitations/15. Exporting to JSON.mp441.2 MB
~Get Your Files Here !/3. Connections between users and invitations/15. Exporting to JSON.srt6.4 KB
~Get Your Files Here !/3. Connections between users and invitations/16. Visualizing using dendrogram.mp454.3 MB
~Get Your Files Here !/3. Connections between users and invitations/16. Visualizing using dendrogram.srt6.2 KB
~Get Your Files Here !/3. Connections between users and invitations/17. Visualizing using link tree.mp417.4 MB
~Get Your Files Here !/3. Connections between users and invitations/17. Visualizing using link tree.srt1.9 KB
~Get Your Files Here !/3. Connections between users and invitations/18. Google location API.mp448.2 MB
~Get Your Files Here !/3. Connections between users and invitations/18. Google location API.srt9.3 KB
~Get Your Files Here !/3. Connections between users and invitations/19. Using the location API.mp434.2 MB
~Get Your Files Here !/3. Connections between users and invitations/19. Using the location API.srt4.4 KB
~Get Your Files Here !/3. Connections between users and invitations/2. Connections by day.mp481.1 MB
~Get Your Files Here !/3. Connections between users and invitations/2. Connections by day.srt11.2 KB
~Get Your Files Here !/3. Connections between users and invitations/20. Latitude and longitude of the contacts.mp431.5 MB
~Get Your Files Here !/3. Connections between users and invitations/20. Latitude and longitude of the contacts.srt4.2 KB
~Get Your Files Here !/3. Connections between users and invitations/21. Contact map using Basemap.mp466.2 MB
~Get Your Files Here !/3. Connections between users and invitations/21. Contact map using Basemap.srt9.3 KB
~Get Your Files Here !/3. Connections between users and invitations/22. Getting countries and cities.mp452.7 MB
~Get Your Files Here !/3. Connections between users and invitations/22. Getting countries and cities.srt6.5 KB
~Get Your Files Here !/3. Connections between users and invitations/23. Graph of users by countries and cities.mp471.7 MB
~Get Your Files Here !/3. Connections between users and invitations/23. Graph of users by countries and cities.srt8.5 KB
~Get Your Files Here !/3. Connections between users and invitations/24. Introduction to clustering.mp414 MB
~Get Your Files Here !/3. Connections between users and invitations/24. Introduction to clustering.srt2.8 KB
~Get Your Files Here !/3. Connections between users and invitations/25. Introduction to k-mean algorithm.mp412.5 MB
~Get Your Files Here !/3. Connections between users and invitations/25. Introduction to k-mean algorithm.srt4.6 KB
~Get Your Files Here !/3. Connections between users and invitations/26. Clustering users by location with k-means.mp462.3 MB
~Get Your Files Here !/3. Connections between users and invitations/26. Clustering users by location with k-means.srt7.6 KB
~Get Your Files Here !/3. Connections between users and invitations/27. Visualizing the clusters using Google Earth.mp495.2 MB
~Get Your Files Here !/3. Connections between users and invitations/27. Visualizing the clusters using Google Earth.srt7.5 KB
~Get Your Files Here !/3. Connections between users and invitations/28. Invitations dataset.mp416.3 MB
~Get Your Files Here !/3. Connections between users and invitations/28. Invitations dataset.srt3.1 KB
~Get Your Files Here !/3. Connections between users and invitations/29. HOMEWORK.html292 B
~Get Your Files Here !/3. Connections between users and invitations/3. HOMEWORK.html347 B
~Get Your Files Here !/3. Connections between users and invitations/30. Homework solution.mp420.8 MB
~Get Your Files Here !/3. Connections between users and invitations/30. Homework solution.srt2.7 KB
~Get Your Files Here !/3. Connections between users and invitations/31. Analysis of the invitations dataset.mp441.5 MB
~Get Your Files Here !/3. Connections between users and invitations/31. Analysis of the invitations dataset.srt5.2 KB
~Get Your Files Here !/3. Connections between users and invitations/4. Homework solution.mp427 MB
~Get Your Files Here !/3. Connections between users and invitations/4. Homework solution.srt3.9 KB
~Get Your Files Here !/3. Connections between users and invitations/5. Companies data.mp474.6 MB

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