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Learn SQL essentials for data science in less than an hour with CodeEmporium. Topics include dataset processing, JOIN, WHERE, aggregations, and practical applications.
Learn to combat fraud as a data scientist with CodeEmporium. In under an hour, master feature engineering, SQL queries, model creation, evaluation, and interpretation.
Learn A/B testing and Bayesian math in under an hour with CodeEmporium's online material, including constructing priors and posteriors, and interpreting results.
Learn Bayesian Testing with CodeEmporium in under an hour. Understand its advantages over the frequentist approach using real data and code.
Learn to preprocess data for machine learning with CodeEmporium's concise guide, covering standardization, encoding, data imbalance, correlation, and more in under an hour.
Learn to build a music recommender with CodeEmporium in under an hour. Understand AudiSet Dataset, Embedding Generator, and use ANNOY for recommendation engine coding.
Learn to build a Transformer Encoder with CodeEmporium in under an hour. Understand attention heads, dropout, batch data, and more.
Dive deep into Transformer Neural Network Architecture for language translation with CodeEmporium in under an hour.
Learn to code a Transformer Decoder from scratch with CodeEmporium in under an hour. Understand parameters, inputs, outputs, masking, and complete the decoder flow.
Dive into Transformer Decoder architecture with CodeEmporium in under an hour. Learn text processing, position encoding, self-attention, and more.
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