Extract any entity from text with GLiNERGLiNER is an NER model that can identify any type of entity using a bidirectional transformer encoder (similar to BERT) that outperforms ChatGPTMar 21, 2024·6 min read·113
Time Series Clustering for Stock Market Prediction in Python- Part 1An attempt at identifying patterns in stocks for clustering and prediction. Part 1 of NApr 6, 2023·13 min read·46
L1 vs L2 Regularization in Machine Learning: Differences, Advantages and How to Apply Them in PythonDelving into L1 and L2 regularization techniques in Machine Learning to explain why they are important to prevent model overfittingApr 4, 2023·7 min read·21
Techniques of Data Visualization: from Charts to StorytellingA guide to data visualization and some of its core principlesApr 3, 2023·24 min read·327
How To Structure Your Machine Learning ProjectData science juniors often focus on understanding how libraries like Scikit-Learn, Numpy, and Pandas work. Many MOOCs push a lot on concepts that revolve around the latter, leaving out the management component of a data science project. As much as a ...Mar 31, 2023·3 min read·20
Do Not Try To Convince Your Boss To Approve Your Data Science ProjectMy advice to junior analysts that want to get their hands dirty: don’t ask permission. Do not try to convince. Just do it.Mar 31, 2023·7 min read·5
What is Machine Learning: How I Explain the Concept to a NewcomerWhat is machine learning, examples of its applications and what to do to work in the fieldMar 31, 2023·10 min read·15
