An Analyst's Diary
Extract any entity from text with GLiNER

Extract any entity from text with GLiNER

GLiNER is an NER model that can identify any type of entity using a bidirectional transformer encoder (similar to BERT) that outperforms ChatGPT

Andrea D’Agostino
Andrea D’Agostino
6 min read

·

59 views
Beyond RAG: Network Analysis through LLMs for Knowledge Extraction

Beyond RAG: Network Analysis through LLMs for Knowledge Extraction

Andrea D’Agostino
Andrea D’Agostino
29 min read

·

68 views
Introduction to PCA in Python with Sklearn, Pandas, and Matplotlib

Introduction to PCA in Python with Sklearn, Pandas, and Matplotlib

Andrea D’Agostino
Andrea D’Agostino
12 min read

·

20 views
Andrea D’Agostino

Andrea D’Agostino

24 followers

Data science, Machine learning and Data analytics in Python

Data Leakage: What It Is and Why It Causes Our Predictive Systems to Fail

Data Leakage: What It Is and Why It Causes Our Predictive Systems to Fail

Andrea D’Agostino
6 min read

·

16 views
Work vulnerability in the age of AI

Work vulnerability in the age of AI

Andrea D’Agostino
8 min read

·

22 views
Time Series Clustering for Stock Market Prediction in Python- Part 1

Time Series Clustering for Stock Market Prediction in Python- Part 1

Andrea D’Agostino
13 min read

·

43 views
L1 vs L2 Regularization in Machine Learning: Differences, Advantages and How to Apply Them in Python

L1 vs L2 Regularization in Machine Learning: Differences, Advantages and How to Apply Them in Python

Andrea D’Agostino
7 min read

·

13 views
Techniques of Data Visualization: from Charts to Storytelling

Techniques of Data Visualization: from Charts to Storytelling

Andrea D’Agostino
24 min read

·

326 views
How To Structure Your Machine Learning Project

How To Structure Your Machine Learning Project

Andrea D’Agostino
3 min read

·

55 views
Do Not Try To Convince Your Boss To Approve Your Data Science Project

Do Not Try To Convince Your Boss To Approve Your Data Science Project

Andrea D’Agostino
7 min read

·

74 views
What is Machine Learning: How I Explain the Concept to a Newcomer

What is Machine Learning: How I Explain the Concept to a Newcomer

Andrea D’Agostino
10 min read

·

87 views