Prateek GauravThe ABC of Large Language Models: From Basics to Practical ApplicationI. IntroductionJun 2, 2023Jun 2, 2023
Prateek GauravUnraveling the Role of a Marketing Data Scientist: An Analytical Approach with a Practical ProjectIn today’s data-driven era, the role of a Marketing Data Scientist has become increasingly critical across diverse industry sectors. With…Jun 1, 2023Jun 1, 2023
Prateek GauravEvaluating Information Retrieval Models: A Comprehensive Guide to Performance MetricsReference Chapter: “Evaluating Information Retrieval Models: A Comprehensive Guide to Performance Metrics” Chapter 1: “Keyword Search: The…Apr 2, 2023Apr 2, 2023
Prateek GauravMastering Information Retrieval: Building Intelligent Search Systems (Chapter 3)Chapter 3: Latent Semantic Indexing: Uncovering Hidden RelationshipsApr 1, 2023Apr 1, 2023
Prateek GauravMastering Information Retrieval: Building Intelligent Search Systems (Chapter 2)Chapter 2: TF-IDF and Vector Space Models: Beyond Keyword SearchApr 1, 2023Apr 1, 2023
Prateek GauravMastering Information Retrieval: Building Intelligent Search Systems (Chapter 1)Chapter 1: Keyword Search: The Foundation of Information RetrievalApr 1, 2023Apr 1, 2023
Prateek GauravMastering Classification Metrics: A Beginners Guide [Part 3: Importance of ROC-AUC Curves]Chapter 3: “Evaluating Imbalanced Data: The Importance of ROC-AUC Curves (MCC, Balanced Accuracy & Cohen’s Kappa)”Mar 30, 2023Mar 30, 2023
Prateek GauravMastering Classification Metrics: A Beginners Guide [Part 2: F1, F0.5, and F2 Scores]Chapter 2: “Balancing Precision and Recall: F1, F0.5, and F2 Scores Explained”Mar 30, 2023Mar 30, 2023
Prateek GauravMastering Classification Metrics: A Beginners Guide [Part 1: Accuracy, Precision, and Recall]Chapter 1: “Understanding Basic Classification Metrics: Accuracy, Precision, and Recall”Mar 30, 2023Mar 30, 2023
Prateek GauravNLP: Zero To Hero [Part 3: Transformer-Based Models & Conclusion]Link to Part 1 of this article: NLP: Zero To Hero [Part 1: Introduction, BOW, TF-IDF & Word2Vec] Link to Part 2 of this article: NLP: Zero…Mar 23, 2023Mar 23, 2023