Naviden
Assistant Professor of AI and Data Science @University of Milan-Bicocca
University of Milan-BicoccaMilan
Pinned Repositories
basic_python_visualization
Basics of visualization with Python
Data-Quality-Issues
Theory and Python code to understand Imbalanced and missing data and how to deal with them.
database_mapping
Mapping some of most famous Academic databeses
Introduction-to-XAI
This repository provides a range of practical examples and educational resources for exploring the field of Explainable AI (XAI). You'll find examples using tools like LIME and SHAP to interpret machine learning model predictions, making the decision-making processes of complex algorithms more transparent and accessible
ML-intro-with-Python
This repository offers a hands-on guide to machine learning with Python, featuring a Jupyter notebook on data processing, regression techniques, evaluation, and optimization. It's suitable for learners at all levels and sets the stage for future expansion into broader machine learning topics.
multilang_keyBERT
A simple wrapper for KeyBERT package
Python_Introduction
An Introduction to Python, starting from 0!
Regex-For-Python
A comprehensive guide to using regular expressions (regex) with Python, tailored for data scientists. This guide covers regex syntax, practical examples, and advanced topics, all aimed at enhancing your text processing and data manipulation skills.
SPC
word2vec_introduction
An introduction to word2vec algorithm from absolute 0!
Naviden's Repositories
Naviden/ML-intro-with-Python
This repository offers a hands-on guide to machine learning with Python, featuring a Jupyter notebook on data processing, regression techniques, evaluation, and optimization. It's suitable for learners at all levels and sets the stage for future expansion into broader machine learning topics.
Naviden/Python_Introduction
An Introduction to Python, starting from 0!
Naviden/SPC
Naviden/basic_python_visualization
Basics of visualization with Python
Naviden/Data-Quality-Issues
Theory and Python code to understand Imbalanced and missing data and how to deal with them.
Naviden/Introduction-to-XAI
This repository provides a range of practical examples and educational resources for exploring the field of Explainable AI (XAI). You'll find examples using tools like LIME and SHAP to interpret machine learning model predictions, making the decision-making processes of complex algorithms more transparent and accessible
Naviden/database_mapping
Mapping some of most famous Academic databeses
Naviden/multilang_keyBERT
A simple wrapper for KeyBERT package
Naviden/Regex-For-Python
A comprehensive guide to using regular expressions (regex) with Python, tailored for data scientists. This guide covers regex syntax, practical examples, and advanced topics, all aimed at enhancing your text processing and data manipulation skills.
Naviden/Sentiment-Analysis-in-Python
A repository for learning sentiment analysis with Python, blending theory and code. It introduces sentiment analysis fundamentals, NLP techniques, and machine learning algorithms for sentiment detection in texts. Includes tutorials and Python code examples for hands-on learning.
Naviden/An-Intro-to-Topic-Modelling
An introduction to Topic Modelling and its related concepts
Naviden/ConvXAI
Naviden/PyStyle
Brings Colors and Decorations to Python output
Naviden/word2vec_introduction
An introduction to word2vec algorithm from absolute 0!
Naviden/Code_Climb
Naviden/corsi
Naviden/HandsOnMLBook
Practical Machine Learning through a series of detailed, hands-on chapters. This repository offers a progressive learning path from basic to advanced ML concepts, complete with exercises, code examples, and in-depth discussions. Ideal for learners at all levels, it helps solidify your understanding and application of ML in real-world scenarios.
Naviden/MapReduceExample
Naviden/Rladies_HTesting
Naviden/sample_size
A simple Python implementatio of Cochran's formula for calculating a sample size.
Naviden/SearchWithin
A simple Python script that helps you study by searching within your PDF files
Naviden/text_proximity_search
Performing Proximity Search in text
Naviden/TrainMonitor
A set of python script to download and process data of Italian railways site www.viaggiatreno.it
Naviden/transfer-learning-conv-ai
🦄 State-of-the-Art Conversational AI with Transfer Learning