Data Science
John D. Kelleher, Brendan Tierney

Informasi Umum

Kode

19.21.242

Klasifikasi

300.285 - Data Analysis of Social Science

Jenis

Buku - Elektronik (E-Book)

Subjek

Data Analysis

No. Rak

Tel-U Bandung - Gedung Manterawu Lantai 5 : Rak 6b
Tel-U Purwokerto : Rak 4

Dilihat

217 kali

Informasi Lainnya

Abstraksi

The goal of data science is to improve decision making through the analysis of data. Today data science determines the ads we see online, the books and movies that are recommended to us online, which emails are filtered into our spam folders, and even how much we pay for health insurance. This volume in the MIT Press Essential Knowledge series offers a concise introduction to the emerging field of data science, explaining its evolution, current uses, data infrastructure issues, and ethical challenges.

It has never been easier for organizations to gather, store, and process data. Use of data science is driven by the rise of big data and social media, the development of high-performance computing, and the emergence of such powerful methods for data analysis and modeling as deep learning. Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting non-obvious and useful patterns from large datasets. It is closely related to the fields of data mining and machine learning, but broader in scope. This book offers a brief history of the field, introduces fundamental data concepts, and describes the stages in a data science project. It considers data infrastructure and the challenges posed by integrating data from multiple sources, introduces the basics of machine learning, and discusses how to link machine learning expertise with real-world problems. The book also reviews ethical and legal issues, developments in data regulation, and computational approaches to preserving privacy. Finally, it considers the future impact of data science and offers principles for success in data science projects.

• CDG4K3 - DATA MINING
• CD1213 - PENGGALIAN DATA TEKS
• CS4333 - DATA MINING
• CS4333 - DATA MINING
• TKI4L3 - DATA SAINS DAN ANALISIS
• UWI1B2 - LITERASI DATA
• UWI1B2 - LITERASI DATA
• UWI1B2 - LITERASI DATA
• UWI1B2 - LITERASI DATA
• UCKXCDB2 - Literasi Data
• UCKXCDB2 - LITERASI DATA
• UCKXBDB2 - Literasi Data

Koleksi & Sirkulasi

Tersedia 1 dari total 1 Koleksi

Pengarang

Nama	John D. Kelleher, Brendan Tierney
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	MIT Press
Kota	Cambridge
Tahun	2018

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 0,00
Jenis	Non-Sirkulasi

Download / Flippingbook