Current Module: 02 (Shot Zone Clustering)

Live Learning Log

A chronological terminal of my journey through the AIO 2026 Intensive AI/ML Program.

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IN PROGRESS07/2026 - 08/2026 (Month 2)

[MODULE_02] Shot Zone & Quality Clustering (Research Stream)

Analyzing feature scaling effects on K-Means clustering using a World Cup soccer dataset. Validating clusters against actual goal rates and xG.

> Algorithms: K-Means, KNN Classification
> Status: Training Models...
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COMPLETED06/2026 - 07/2026 (Month 1)

[MODULE_01] Multimodal Similarity Matching (Research Stream)

Implementing and benchmarking multiple image-text similarity matching approaches using ResNet50, TF-IDF, and CLIP contrastive embeddings.