The eClass platform requires JavaScript to be viewed properly.
Please turn it on and refresh.
$langMenu
Είσοδος
Αρχική Σελίδα
Data Analytics and Machine Learning
Σύνδεσμοι
Data Analytics and Machine Learning
Σύνδεσμοι
Γενικοί σύνδεσμοι
KDnuggets: DataSci/ML/AI posts, datasets, resources etc.
Ιστοσελίδα Data Science Lab. (DataStories)
Κατηγορίες συνδέσμων
Articles
Books
Zhang A et al. (2023) Dive into Deep Learning.
Prince SJD (2023) Understanding Deep Learning
Downey AB (2014) Think Stats: Exploratory Data Analysis. 2e
Leskovec J, et al. (2020) Mining of Massive Datasets. 3/e
Goodfellow I, et al. (2016) Deep Learning
Blum A, et al. (2018) Foundations of Data Science
James G, et al. (2021) An Introduction to Statistical Learning - with Applications in R. 2/e
McKinney W (2022) Python for Data Analysis. 3e
Zaki MJ & Meira Jr W (2020) Data Mining and Machine Learning: Fundamental Concepts and Algorithms. 2/e
Ng A (2018) Machine Learning Yearning
Hastie T, et al. (2008) The Elements of Statistical Learning: Data Mining, Inference, and Prediction. 2/e
Murphy KP (2022) Probabilistic Machine Learning: An Introduction
Peng RD & Matsui E (2016) The Art of Data Science
Peng RD (2020) Exploratory Data Analysis with R
Sammut C & Webb GI (eds.) (2017) Encyclopedia of Machine Learning and Data Mining
Shalev-Shwartz S & Ben-David S (2014) Understanding Machine Learning: From Theory to Algorithms
VanderPlas J (2017) Python Data Science Handbook
Wickham H & Grolemund G (2017) R for Data Science
Courses
Posts
Deep Learning Algorithms - The Complete Guide
Top 38 Python Libraries for Data Science, Data Visualization & Machine Learning
Path to Full Stack Data Science
Επιλογές Μαθήματος
Ανακοινώσεις
Έγγραφα
Εργασίες
Σύνδεσμοι