Shenggang LiinDataDrivenInvestorMaximizing Your Investment: Leveraging the Sharpe Ratio and Data Science for Optimal Stock…A Practical Guide to Combining Financial Acumen and Data Science for Long-Term Investment Success9h ago9h ago
Shenggang LiinTowards AIA Generalized Machine Learning Framework for Time Series ForecastingAdapting Diverse Models to Transform Transactional Data for Predictive Accuracy18h ago18h ago
Shenggang LiinTowards AIA Novel Retrieval-Augmented Generation with Autoencoder-Transformed EmbeddingsIntegrating NLP Techniques for Optimized Query Representation in LLMsJun 24Jun 24
Shenggang LiinLevel Up CodingExploration of Reinforcement Learning in LLMsUnveiling the Power of RL in LLMs for Interactive Dialogues, Intelligent Retrieval, and DiscoveriesJun 20Jun 20
Shenggang LiChatGPT for Business-Oriented Predictive Models: My Experience as a Data ScientistLeveraging AI Prompts and Interactive Machine LearningJun 17Jun 17
Shenggang LiinTowards AIKolmogorov-Arnold Networks for Mathematical DiscoveryExploring Prime Number Distribution and Predictive Modeling with KAN and Other Mathematical InsightsJun 52Jun 52
Shenggang LiinTowards AIExploring AI Prompt Engineering: Mathematical Foundations and RAG MethodologiesA Comprehensive Guide of LLMs, In-Context Learning, and RAG TechniquesMay 291May 291
Shenggang LiinLevel Up CodingComprehensive Analysis of Tree of Thought, Probabilistic Relevance, and Large Language Modeling in…Integrating generative AI to boost operational efficiency has become a trend in various business sectors. Traditional AI chatbots may…May 131May 131
Shenggang LiinTowards AIUnpacking Kolmogorov-Arnold NetworksEdge-Based Activation: Exploring the Mathematical Foundations and Practical Implications of KANsMay 105May 105
Shenggang LiinLevel Up CodingHugging Face Transformers for Retail Recommendations: A Deep Dive into Tabular Data UtilizationExploring Large Language Models and Attention Mechanisms for Enhanced Customer Purchase PredictionsApr 30Apr 30