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Social Media Analytics

Repository for Social Media Analytics course.

Notebooks

Lecture 02 - Introduction to Python and Social Media Data: Open In Colab

Lecture 04 - Text Embeddings: Open In Colab

Lecture 06 - Sentiment Analysis: Open In Colab

Lecture 08 - Dimensionality Reduction: Open In Colab

Lecture 10 - A/B Testing: Open In Colab

Lecture 12 - Natural Language Generation: Open In Colab

Lecture 13 - Engagement and Project Ideas: Open In Colab

Lecture 15 - Image Generation: Open In Colab

Lecture 17 - Image Analysis Open In Colab

Lecture 19 - Persuasion: Open In Colab

Lecture 21 - Community Detection: Open In Colab

Lecture 23 - Social Media AI Strategy: Open In Colab

Note: Tweeting does not work in Colab. Must be run on your local machine to actually post on Twitter.

Special Lecture - GPT-4: Open In Colab

Homeworks

HW1: Open In Colab

HW2: Open In Colab

HW3: Open In Colab

HW4: Open In Colab

HW5: Open In Colab

HW6: Open In Colab

HW7: Open In Colab

HW8: Open In Colab

HW9: Open In Colab

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