Machine learning books and papers
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Admin: @Raminmousa
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ID: @Machine_learn
link: https://t.iss.one/Machine_learn
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Data Clustering.pdf
1.3 MB
#Data_Clustering
#K_Means

🔴Data clustering: 50 years beyond K-means
Pattern Recognition Letters 31 (2010) 651–666

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Data Mining_Recommender System.pdf
131.7 KB
#Data_Mining
#Recommender_System

🔴The Application of Data-Mining to Recommender Systems

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Data Mining Methods for Recommender Systems.pdf
481 KB
#Data_Mining
#Recommender_System

🔴Data Mining Methods for Recommender Systems

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آدرس وب سایت هاس خارجی ارایه دهنده کورس های آموزشی دیتاساینس:

eu.udacity.com

www.coursera.org

www.datacamp.com

www.udemy.com

آدرس موسسات ایرانی ارایه دهنده آموزش های دیتاساینس :

www.tihe.ac.ir

faradars.org

وب سایتی که کورس ها رو بصورت رایگان گذاشته:

bitdownload.ir

#Data_science
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Build_a_Career_in_Data_Science_by_Emily_Robinson,_Jacqueline_Nolis.pdf
12.3 MB
Build a Career in Data Science
EMILY ROBINSON AND JACQUELINE NOLIS
#Data_Science
#Book
#ML
@Machine_learn
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Data Science Interview (en).pdf
849.5 KB
Book: DATA SCIENCE INTERVIEW
GUIDE ACE-PREP
Authors: null
ISBN: 978-1-915002-10-5
year: 2022
pages: 136
Tags: #Data_Science
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🐼 PandaLM: ReProducible and Automated Language Model Assessment

Judge large language model, named PandaLM, which is trained to distinguish the superior model given several LLMs. PandaLM's focus extends beyond just the objective correctness of responses, which is the main focus of traditional evaluation datasets.

🖥 Github: https://github.com/weopenml/pandalm

📕 Paper: https://arxiv.org/abs/2306.05087v1

🔗 Dataset: https://github.com/tatsu-lab/stanford_alpaca#data-release

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Intro to Python for Computer Science and Data Science 2022.pdf
49.6 MB
Book: Intro to Python® for Computer Science and Data Science
Authors: Paul Deitel • Harvey Deitel
ISBN: 1-292-36490-4
year: 2022
pages: 882
Tags:#Python #Computer_science #Data_Science
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Graph Data Modeling in Python.pdf
5.5 MB
Book: Graph Data Modeling in Python
Authors: Gary Hutson, Matt Jackson
ISBN: 978-1-80461-803-5
year: 2023
pages: 236
Tags:#Python #Graph #Data_Science
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Data Mesh Delivering Data-Driven Value at Scale.pdf
5.3 MB
Book: Data Mesh
Authors: Zhamak Dehghani
ISBN: Null
year: 2021
pages: 90
Tags: #Data_Mesh
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OReilly.Training.Data.for.Machine.Learning.pdf
21.3 MB
Book: 📚Training Data for Machine Learning: Human Supervision from Annotation to Data Science (2023)
Authors: Anthony Sarkis
ISBN: null
year: 2023
pages: 332
Tags: #Machine_learning#Data
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Fundamentals of Data Science.pdf
12.4 MB
Book: 📚Fundamentals of Data Science Theory and Practice
Authors: Jugal K. Kalita Dhruba K. Bhattacharyya Swarup Roy
ISBN: 978-0-323-91778-0
year: 2023
pages: 336
Tags: #Data_science
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