Support Refhub: Together for Knowledge and Culture

Dear friends,

As you know, Refhub.ir has always been a valuable resource for accessing free and legal books, striving to make knowledge and culture available to everyone. However, due to the current situation and the ongoing war between Iran and Israel, we are facing significant challenges in maintaining our infrastructure and services.

Unfortunately, with the onset of this conflict, our revenue streams have been severely impacted, and we can no longer cover the costs of servers, developers, and storage space. We need your support to continue our activities and develop a free and efficient AI-powered e-reader for you.

To overcome this crisis, we need to raise approximately $5,000. Every user can help us with a minimum of just $1. If we are unable to gather this amount within the next two months, we will be forced to shut down our servers permanently.

Your contributions can make a significant difference in helping us get through this difficult time and continue to serve you. Your support means the world to us, and every donation, big or small, can have a significant impact on our ability to continue our mission.

You can help us through the cryptocurrency payment gateway available on our website. Every step you take is a step towards expanding knowledge and culture.

Thank you so much for your support,

The Refhub Team

Donate Now

کتاب های موجود در دسته بندی تحلیل داده

Implementing analytics: a blueprint for design, development, and adoption
Published on: 2013
Beginner Data Analytics English

Implementing Analytics demystifies the concept, technology and application of analytics and breaks its implementation down to repeatable and manageable steps, …
Smart Grids and Big Data Analytics for Smart Cities
Published on: 2021
Beginner Data Analytics English

This book provides a comprehensive introduction to different elements of smart city infrastructure - smart energy, smart water, smart health, …
Data Mining Methods for the Content Analyst: An Introduction to the Computational Analysis of Content
Published on: 2011
Beginner Data Analytics English

With continuous advancements and an increase in user popularity, data mining technologies serve as an invaluable resource for researchers across …

data mining content analysis computational text analytics information extraction
The Art and Science of Analyzing Software Data
Published on: 2015
Beginner Data Analytics English

The Art and Science of Analyzing Software Data provides valuable information on analysis techniques often used to derive insight from …
The Analysis Of Time Series - An Introduction
Published on: 2003
Beginner Data Analytics English

Since 1975, The Analysis of Time Series: An Introduction has introduced legions of statistics students and researchers to the theory …

TimeSeries Analysis Introduction Statistics Forecasting
Building Big Data Pipelines with Apache Beam: Use a single programming model for both batch and stream data processing
Published on: 2022
Beginner Data Analytics English

Implement, run, operate, and test data processing pipelines using Apache BeamKey FeaturesUnderstand how to improve usability and productivity when implementing …

Apache Beam Data Processing Batch Stream Pipelines
Superintelligence: Paths, Dangers, Strategies
Published on: 2014
Advanced Data Analytics English

Superintelligence asks the questions: What happens when machines surpass humans in general intelligence? Will artificial agents save or destroy us? …

AI intelligence future risks ethics
Learning Spark: Lightning-Fast Data Analytics
Published on: 2020
Beginner Data Analytics English

Data is getting bigger, arriving faster, and coming in varied formats — and it all needs to be processed at …
Business Analytics: Data Analysis & Decision Making
Published on: 2014
Beginner Data Analytics English

Become a master of data analysis, modeling, and spreadsheet use with BUSINESS ANALYTICS: DATA ANALYSIS AND DECISION MAKING, 6E! This …

Analytics Data Decision Spreadsheet Modeling
Think Stats
Published on: 2011
Beginner Data Analytics English

If you know how to program, you have the skills to turn data into knowledge using the tools of probability …

statistics data Python analysis probability
Learning Elastic Stack 6.0: A beginner’s guide to distributed search, analytics, and visualization using Elasticsearch, Logstash and Kibana
Published on: 2017
Advanced Data Analytics English

Deliver end-to-end real-time distributed data processing solutions by leveraging the power of Elastic Stack 6.0Key FeaturesGet to grips with the …

Elasticsearch Logstash Kibana Distributed Analytics
Bit by Bit: Social Research in the Digital Age
Published on: 2017
Beginner Data Analytics English

An innovative and accessible guide to doing social research in the digital ageIn just the past several years, we have …

digital research ethics methods data
Data Preparation for Data Mining Using SAS (The Morgan Kaufmann Series in Data Management Systems)
Published on: 2006
Beginner Data Analytics English

Emerging Trends in Learning Analytics : Leveraging the Power of Education Data
Published on: 2019
Beginner Data Analytics English

This book documents recent attempts to conduct systematic, prodigious and multidisciplinary research in learning analytics and present their findings and …
Interpretable Machine Learning
Published on: 2020
Beginner Data Analytics English

This book is about making machine learning models and their decisions interpretable. After exploring the concepts of interpretability, you will …

interpretability machine learning models explainability insights
Social Media Mining: An Introduction
Published on: 2014
Beginner Data Analytics English

Data Lakes
Published on: 2020
Beginner Data Analytics English

The concept of a data lake is less than 10 years old, but they are already hugely implemented within large …

Data Lakes Architecture Storage Analytics
Encyclopedia of Data Warehousing and Mining
Published on: 2008
Beginner Data Analytics English

The Encyclopedia of Data Warehousing and Mining provides a comprehensive, critical and descriptive examination of concepts, issues, trends, and challenges …
Analyzing the social Web
Published on: 2013
Unordered Data Analytics English

Analyzing the Social Web provides a framework for the analysis of public data currently available and being generated by social …

social media analytics networks metrics visualization
Business analytics : data analysis and decison making
Published on: 2020
Beginner Data Analytics English

Causality: Models, Reasoning, and Inference
Published on: 2000
Beginner Data Analytics English

Written by one of the pre-eminent researchers in the field, this book provides a comprehensive exposition of modern analysis of …

Causality Models Reasoning Inference Statistics
Fundamentals of Database Systems
Published on: 2003
Intermediate Data Analytics English

Databases SQL Design Architecture Management
Rare Association Rule Mining and Knowledge Discovery: Technologies for Infrequent and Critical Event Detection (Advances in Data Warehousing and Mining (Adwm) Book)
Published on: 2009
Beginner Data Analytics English

The growing complexity and volume of modern databases make it increasingly important for researchers and practitioners involved with association rule …
Data Warehousing and Data Mining for Telecommunications
Published on: 1997
Beginner Data Analytics English

..first comprehensive guide to provide practical, step-by- step directions for designing and delivering data- warehousing and mining applications in a …
SQL for Data Analytics: Perform fast and efficient data analysis with the power of SQL
Published on: 2019
Beginner Data Analytics English

Take your first steps to become a fully qualified data analyst by learning how to explore large relational datasets. Key …
An Introduction to Statistical Learning
Published on: 2017
Advanced Data Analytics English

""Embark on a comprehensive journey to unravel the mystique of statistical learning with "An Introduction to Statistical Learning" by It-eBooks. …

Machine Learning Regression Classification Data Science Textbook
Learning Elastic Stack 6.0 a beginner's guide to distributed search, analytics, and visualization using Elasticsearch, Logstash, and Kibana
Published on: 2017
Advanced Data Analytics English

Elasticsearch Logstash Kibana Analytics Visualization
Data Science and Big Data Analytics
Published on: 2019
Beginner Data Analytics English

This book presents conjectural advances in big data analysis, machine learning and computational intelligence, as well as their potential applications …

data analysis big data predictive analytics algorithms data mining
The Analytics Revolution in Higher Education : Big Data, Organizational Learning, and Student Success
Published on: 2018
Beginner Data Analytics English

Co-published with AIR. Co-published with ACE. In this era of "Big Data," institutions of higher education are challenged to make …

Big Data Organizational Learning Student Success Higher Education Analytics
Data Mining for Business Intelligence: Concepts, Techniques, and Applications in Microsoft Office Excel (r) with XLMiner (r)
Published on: 2011
Beginner Data Analytics English

Data Mining for Business Intelligence, Second Edition uses real data and actual cases to illustrate the applicability of data mining …

Data Mining Excel XLMiner Intelligence
Machine Learning for Absolute Beginners
Published on: 2017
Beginner Data Analytics English

Statistics Done Wrong
Published on:
Beginner Data Analytics English

statistics errors research analysis bias
The Model Thinker: What You Need to Know to Make Data Work for You
Published on: 2018
Beginner Data Analytics English

How anyone can become a data ninjaFrom the stock market to genomics laboratories, census figures to marketing email blasts, we …
Essential PySpark for Scalable Data Analytics: A beginner's guide to harnessing the power and ease of PySpark 3
Published on:
Beginner Data Analytics English

Get started with distributed computing using PySpark, a single unified framework to solve end-to-end data analytics at scaleKey FeaturesDiscover how …

PySpark Scalable Analytics Beginner Guide
Beautiful Data
Published on: 2009
Beginner Data Analytics English

In this insightful book, youll learn from the best data practitioners in the field just how wide-ranging -- and beautiful …

data visualization insights analysis technology
Advancing the Power of Learning Analytics and Big Data in Education (Advances in Educational Technologies and Instructional Design)
Published on: 2021
Beginner Data Analytics English

"This book reports on the role and impact of learning analytics training and development in education, investigating how various stakeholders …
Creating a Data-Driven Organization
Published on: 2015
Beginner Data Analytics English

What do you need to become a data-driven organization? Far more than having big data or a crack team of …

Analytics Culture Decision-Making Leadership Strategy Data Culture Metrics
The Visual Display of Quantitative Information
Published on: 2001
Beginner Data Analytics English

Data Graphs Design Statistics Visualization
Agile Data Science
Published on: 2013
Beginner Data Analytics English

Mining big data requires a deep investment in people and time. How can you be sure youre building the right …

Agile Data Science Machine Learning
Data Analysis: Statistical and Computational Methods for Scientists and Engineers
Published on: 1999
Beginner Data Analytics English

1. 1 Typical Problems of Data Analysis Every branch of experimental science, after passing through an early stage of qualitative …

Statistics Computational Scientists Engineers Methods

Page of

معرفی تحلیل داده‌ها

تحلیل داده‌ها یکی از زمینه‌های پرطرفدار و حیاتی در دنیای امروز است که به تصمیم‌گیری‌های استراتژیکی و افزایش بهره‌وری کمک می‌کند. با گسترش فناوری‌های دیجیتال و افزایش داده‌های موجود در دنیای آنلاین و آفلاین، نیاز به تحلیل دقیق و کاربردی این داده‌ها بیش از پیش حس می‌شود.

اهمیت تحلیل داده‌ها

تحلیل داده‌ها نه تنها به بهبود تصمیم‌گیری‌ها در سازمان‌های مختلف کمک می‌کند، بلکه برای رقابتی ماندن در بازارهای امروزی نیز امری ضروری است. استفاده از تکنیک‌های تحلیلی می‌تواند بازده را افزایش داده و کمک کند تا فرصت‌های قابل توجه و نوظهور شناسایی شوند.

موضوعات کتب موجود در دسته تحلیل داده‌ها

کتاب‌های موجود در دسته تحلیل داده‌ها به موضوعات متنوعی می‌پردازند که شامل اصول ابتدایی، تکنیک‌های پیشرفته و ابزارهای مختلف در این حوزه می‌شود. همچنین، تحلیل داده‌ها در زمینه‌های مختلفی از جمله بازرگانی، سلامت، علوم اجتماعی و فناوری اطلاعات کاربرد دارد. برخی از موضوعات پرطرفدار شامل:

  • مبانی و اصول اولیه تحلیل داده‌ها
  • تحلیل داده‌های پیشگویانه و الگوهای یادگیری ماشین
  • بصری‌سازی داده‌ها و ابزارهای تحلیل تصویری
  • ابزارها و فناوری‌های نوین در تحلیل داده‌ها مثل Python, R و SQL
  • کاربردهای تحلیل داده‌ها در صنایع مختلف

کتاب‌های محبوب در دسته تحلیل داده‌ها

از میان کتاب‌های موجود در این دسته، برخی از عنوان‌ها به دلیل جامعیت و کاربردی بودن، بیش از بقیه محبوبیت دارند. این کتاب‌ها با ارائه مثال‌های واقعی و تمرینات عملی، دانشجویان و حرفه‌ای‌ها را در مسیر یادگیری و به‌کارگیری تحلیل داده‌ها یاری می‌کنند.

چرا تحلیل داده‌ها مهم است؟

تحلیل داده‌ها می‌تواند به سازمان‌ها این امکان را بدهد که با درک بهتر از رفتار مشتریان، روندهای بازار و عملکرد داخلی، بهبودهای قابل توجهی ایجاد کنند. این امر باعث افزایش رضایت مشتری، بهینه‌سازی فرآیندها و در نهایت افزایش سودآوری می‌شود.

چالش‌ها و فرصت‌های تحلیل داده‌ها

هرچند که تحلیل داده‌ها فرصت‌های بسیاری ارائه می‌دهد، اما چالش‌های خاص خود را نیز دارد. برخی از این چالش‌ها شامل مدیریت حجم وسیع داده‌ها، امنیت و حفظ حریم خصوصی داده‌ها، و نیاز به نیروی انسانی متخصص و ماهر است. با این حال، فرصت‌هایی چون بهره‌برداری از هوش مصنوعی و یادگیری ماشین برای بهبود دقت و کارآیی تحلیل‌ها نیز وجود دارد.

یادگیری و آموزش تحلیل داده‌ها

یادگیری تحلیل داده‌ها یک مسیر پرمزیت برای کسانی است که به دنبال ورود به دنیای فناوری و اطلاعات هستند. کتب موجود در دسته تحلیل داده‌ها به عنوان منبعی مفید و کارآمد برای یادگیری اصول و تکنیک‌های مختلف تحلیل داده‌ها محسوب می‌شوند.

این کتاب‌ها نه تنها به زبان‌های برنامه‌نویسی محبوب می‌پردازند، بلکه به روش‌شناسی‌های مختلف و راهکارهای پیاده‌سازی در عمل نیز توجه ویژه‌ای نشان می‌دهند. به همین منظور، مطالعه دقیق و عملی این کتاب‌ها می‌تواند به توانمندسازی افراد در زمینه تحلیل داده‌ها کمک کند.

نتیجه‌گیری

دسته‌بندی تحلیل داده‌ها در فروشگاه کتاب Refhub.ir منبعی غنی برای علاقه‌مندان به این حوزه است. با انتخاب از میان کتاب‌های متنوع و مجهز به آخرین ابزار و روش‌های تحلیلی، می‌توانید دانش و مهارت خود را ارتقا داده و در عرصه تحلیل داده‌ها به موفقیت‌های بزرگی دست یابید.