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Artificial Intelligence
A beginner’s guide to constructing a Retrieval Augmented Generation (RAG) application from scratch
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March 12, 2024
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Artificial Intelligence
A Beginner’s Guide to Asset Performance Management (APM)
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December 23, 2023
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Artificial Intelligence
Data Engineering: A Formula 1-inspired Guide for Beginners
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December 5, 2023
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Artificial Intelligence
Complete Beginner’s Guide to Hugging Face LLM Tools
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September 20, 2023
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Artificial Intelligence
A beginner’s guide to understanding A/B test performance through Monte Carlo simulations
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August 6, 2023
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Artificial Intelligence
Tinygrad: A Lightweight Deep Learning Library for Beginners
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June 22, 2023
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Artificial Intelligence
Tinygrad: A Lightweight Deep Learning Library for Beginners
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June 21, 2023
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Artificial Intelligence
Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought by Transformers Application of Transformers in Multiple Modalities A Basic Introduction to Transformers 1. Tokenisation: (Input and Output) 2. Attention 3. Encoder Decoder Transformers Models in the present day How do I take advantage of these models? Evaluation of LLM How are these models trained? Constructing Applications Basics of Prompt Engineering Plugins and Augmentation High quality Tuning References
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June 17, 2023
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Artificial Intelligence
Generative AI: A Beginner’s Guide Intro What’s Generative AI? Text Images — Video — Audio Why now? What are the issues in NLP space Limitation of RNN and LSTM models Transformation Brought by Transformers Application of Transformers in Multiple Modalities A Basic Introduction to Transformers 1. Tokenisation: (Input and Output) 2. Attention 3. Encoder Decoder Transformers Models in the present day How do I exploit these models? Evaluation of LLM How are these models trained? Constructing Applications Basics of Prompt Engineering Plugins and Augmentation Nice Tuning References
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June 16, 2023
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Artificial Intelligence
A Beginner’s Guide to Sentiment Evaluation in 2023
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April 23, 2023
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