Social Media Data Analytics

Cours

Anglais

12 h

(10 avis10)

Source

Sur www.coursera.org

Conditions

À son rythme
Accès libre
Certificat payant

Plus d'informations

4 séquences
Niveau Intermédiaire

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Détails du cours

Déroulé

Week 1 - Introduction to Data Analytics
In this first unit of the course, several concepts related to social media data and data analytics are introduced. We start by first discussing two kinds of data - structured and unstructured. Then look at how structured data, the primary focus of this course,...
Week 2 - Collecting and Extracting Social Media Data
In this unit we will see how to collect data from Twitter and YouTube. The unit will start with an introduction to Python programming. Then we will use a Python script, with a little editing, to extract data from Twitter. A similar exercise will then be done w...
Week 3 - Data Analysis, Visualization, and Exploration
In this unit, we will focus on analyzing and visualizing the data from various social media services. We will first use the data collected before from YouTube to do various statistics analyses such as correlation and regression. We will then introduce R - a pl...
Week 4 - Case Studies
In the final unit of this course, we will work on two case studies - both using Twitter and focusing on unstructured data (in this case, text). The first case study will involve doing sentiment analysis with Python. The second case study will take us through b...

Prérequis

Aucun.

Intervenants

Chirag Shah
Associate Professor
Information and Computer Science

Éditeur

Rutgers, The State University of New Jersey (/ˈrʌtɡərz/), commonly referred to as Rutgers University, or RU, is an American public research university in New Jersey. It is the largest institution of higher education in New Jersey.

Plateforme

Coursera est une entreprise numérique proposant des formations en ligne ouverte à tous fondée par les professeurs d'informatique Andrew Ng et Daphne Koller de l'université Stanford, située à Mountain View, Californie.

Ce qui la différencie le plus des autres plateformes MOOC, c'est qu'elle travaille qu'avec les meilleures universités et organisations mondiales et diffuse leurs contenus sur le web.

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