Mathew K AnalyticsLearn YouTube Data API with free notebooks
22 free video lessons that use YouTube Data API, each with a downloadable Jupyter notebook and, where needed, the dataset. Learn YouTube Data API by working through real examples.
28 minLesson 1
Introduction to Social Media and Content Analytics
24 minLesson 4
Social Media Analytics Workflow Using Python
30 minLesson 5
Setting Up Python and Jupyter for Social Media Analytics
29 minLesson 6
Python Basics for Social Media Data Analysis
31 minLesson 10
Loading Social Media Data from CSV and APIs
30 minLesson 12
Understanding Video Metadata: Title, Tags, Category
26 minLesson 16
Identifying Missing and Inconsistent Social Media Data
28 minLesson 26
Introduction to Audience Analytics
24 minLesson 34
Analyzing Content Categories and Niches
23 minLesson 35
Detecting High-Impact Content Features
27 minLesson 37
Thumbnail and Title Performance Analysis
29 minLesson 40
Designing Data-Driven Content Strategies
29 minLesson 41
Introduction to Social Media APIs
26 minLesson 42
Extracting Data Using the YouTube Data API
32 minLesson 45
Building Automated Content Analytics Systems
29 minLesson 47
Analyzing Growth in Views and Subscribers
31 minLesson 48
Detecting Viral Spikes and Trends in Social Media Data
30 minLesson 51
Introduction to Machine Learning for Social Media
32 minLesson 56
Turning Social Media Data into Insights
31 minLesson 58
Data Storytelling for Content Creators
28 minLesson 61
End-to-End YouTube Analytics Project
24 minLesson 62