PinnedPublished inAI-EnthusiastMastering Mistral: A Step-by-Step Guide to Fine-Tuning with QLoRADiscover how to fine-tune the Mistral model with QLoRA! Unlock powerful AI performance in our step-by-step guide. #AI #MachineLearning…Sep 17, 20248Sep 17, 20248
PinnedPublished inAI-EnthusiastBuilding a Multi-Class Text Classifier with BERT: A Step-by-Step Guide with CodeUnlock the power of BERT for multi-class text classification! Dive into its architecture, fine-tuning, and practical code implementation.Sep 7, 20244Sep 7, 20244
Published inAI-EnthusiastDeepSeek-R1: Redefining Open-Source Reasoning in LLMsDiscover how DeepSeek-R1 uses advanced RL and distillation techniques to enhance AI reasoning, problem-solving, and generalization.Feb 1Feb 1
Published inAI-EnthusiastCramér’s V: How to Quantify Strength Between CategoriesDiscover how Cramér’s V measures the strength of association between categorical variables. Learn its math, uses, and real-world…Jan 23Jan 23
Published inAI-EnthusiastDecoding KL Divergence: The Key to Comparing DistributionsKullback-Leibler Divergence Explained: Measure Distribution Differences for Model Evaluation in Machine Learning and Data ScienceJan 11Jan 11
Published inAI-EnthusiastThe Pareto Principle: Leveraging the 80/20 Rule to Drive Business and Data Science InnovationDiscover how Pareto Analysis (80/20 Rule) drives business success and data science efficiency. Learn key applications, math, and real-worldJan 101Jan 101
Published inAI-EnthusiastPagedAttention: Long-Sequence Processing with EfficiencyDiscover PagedAttention: A cutting-edge attention mechanism revolutionizing AI with efficient long-sequence processing and scalable…Jan 9Jan 9
Published inAI-EnthusiastMini-Batch Size in Deep Learning: A Balancing Act for Fast Convergence and Strong GeneralizationDiscover how mini-batch size affects convergence and generalization in deep learning. Learn key strategies for optimizing model…Jan 8Jan 8
Published inAI-EnthusiastR-squared vs Adjusted R-squared: Measuring the goodness of fit in regression models.Learn the key differences between R-squared & Adjusted R-squared in regression analysis. Optimize model fit while avoiding overfitting!Jan 71Jan 71
Published inAI-EnthusiastBayesian Statistics for Machine LearningUnlock the power of Bayesian Statistics in Machine Learning! Learn its math, uses, and why it’s essential for uncertainty modeling and AI.Jan 6Jan 6