Μάθημα : MSc in Marketing Analytics, Part Time - Αναλυτική Μάρκετινγκ Κοινωνικών Μέσων (Μερικής Φοίτησης)

MS Teams, link to join the lecture here: https://teams.microsoft.com/l/meetup-join/19%3ameeting_MWRmYjliOTQtNTJlYi00MWZmLWJlNjUtZTdhMTdlMWMzYjRi%40thread.v2/0?context=%7b%22Tid%22%3a%22ad5ba4a2-7857-4ea1-895e-b3d5207a174f%22%2c%22Oid%22%3a%228043a0f3-9e5f-452f-8f07-bb9917dde1d4%22%7d

Team Link: https://teams.microsoft.com/l/team/19%3ABfpISaFbbBN9PGowBr8lXByPH0tipuQ2vJg62vITHc01%40thread.tacv2/conversations?groupId=f3cec0c1-003d-4ae9-96f6-04a229a36b28&tenantId=ad5ba4a2-7857-4ea1-895e-b3d5207a174f

Week 1 - Intro to Python & DataFrames

Python Basics: https://colab.research.google.com/drive/1nPNr8CVM-e7Qd5ItJYl4eVYAWOVmG1wF?usp=sharing

DataFrames:
https://colab.research.google.com/drive/1p4WPX-uH2gzyrJm7po-L2CFusOL5m7gr?usp=sharing
https://eclass.aueb.gr/modules/document/file.php/ME366/purchases.csv
https://eclass.aueb.gr/modules/document/file.php/ME366/IMDB-Movie-Data.csv

Week 2 - Web Scraping I

https://colab.research.google.com/drive/1vDe9yY4QB1QXHcJKRiAlkNmd_rQMgoGM?usp=sharing
https://gist.githubusercontent.com/rsmahmud/9f165b93e86f0ae67f9d4e921da256ed/raw/4b50033d6c21bfc8b4d3f9ba6752f94b919d44f6/country.txt

https://colab.research.google.com/drive/1CKt27NtvGDhchwupznSEWEHa4BdhN8Ul?usp=sharing

Week 3 - Web Scraping II

https://colab.research.google.com/drive/1mPEwlPbvJYnSjJDFB_iVP_2sqLlnUA-p?usp=sharing
https://colab.research.google.com/drive/1VGOcbsqiI2HUWl724aKhFRFnGXiRvryO?usp=sharing

Week 4 - Working with Text Data

Notebook 1: https://colab.research.google.com/drive/154lZRCJQ_UhnQ5jsKP-CMuqM-TOtWGLK?usp=sharing#scrollTo=675c8031
Notebook 2: https://colab.research.google.com/drive/1t7rlopE913p4YMBKPe_y6g1yCHsJ6yi5?usp=sharing
Data: https://eclass.aueb.gr/modules/document/file.php/ME436/hotel_reviews.csv
Example social media datasets: https://github.com/luminati-io/Social-media-dataset-samples

Week 5 - Working with Visual Data

Notebook:https://colab.research.google.com/drive/1Tc54FJXEU1wS31iwjZd4L2uqxSq9VOuS?usp=sharing

Week 6 - Predictive Modeling I

Notebook 1: https://colab.research.google.com/drive/1s7Rqv0Lb5U_jAuDaFQzlHQsieq-IaE4P?usp=sharing
Data: https://eclass.aueb.gr/modules/document/file.php/ME366/imdb_data.zip
Video: https://www.youtube.com/watch?v=p17C9q2M00Q

Notebook 2: https://colab.research.google.com/drive/1JwuWo-UO8WU0ukxHv5XFNNRYWTQSi-h0?usp=sharing
Data: https://eclass.aueb.gr/modules/document/file.php/ME366/Telco-Customer-Churn.csv

Week 7 - Predictive Modeling II

Lime: https://colab.research.google.com/drive/1Q_iE-K-I0MFujwezbB8ycfME0McJZAYB?usp=sharing
Dice: https://colab.research.google.com/drive/1Oq4osY77qplCt_OGLsBdODiUOhJc6mLK?usp=sharing

Εργασίες: 6+6