Data Science Concepts and Techniques with Applications
Usman Qamar, Muhammad Summair Raza

Informasi Umum

Kode

22.21.004

Klasifikasi

005.7 - Data in Computer Systems

Jenis

Buku - Elektronik (E-Book)

Subjek

Data Analysis

No. Rak

Dilihat

170 kali

Informasi Lainnya

Abstraksi

This book comprehensively covers the topic of data science. Data science is an umbrella term that encompasses data analytics, data mining, machine learning, and several other related disciplines. This book synthesizes both fundamental and advanced topics of a research area that has now reached maturity. The chapters of this book are organized into three sections:

The first section is an introduction to data science. Starting from the basic concepts, the book will highlight the types of data, its use, its importance and issues that are normally faced in data analytics. Followed by discussion on wide range of applications of data science and widely used techniques in data science. The second section is devoted to the tools and techniques of data science. It consists of data pre-processing, feature selection, classification and clustering concepts as well as an introduction to text mining and opining mining.

And finally, the third section of the book focuses on two programming languages commonly used for data science projects i.e. Python and R programming language.

Although this book primarily serves as a textbook, it will also appeal to industrial practitioners and researchers due to its focus on applications and references. The book is suitable for both undergraduate and postgraduate students as well as those carrying out research in data science. It can be used as a textbook for undergraduate students in computer science, engineering and mathematics. It can also be accessible to undergraduate students from other areas with the adequate background. The more advanced chapters can be used by postgraduate researchers intending to gather a deeper theoretical understanding.

• CSI-2D3 - INFRASTRUKTUR DAN PLATFORM UNTUK SAINS DATA
• CSI2D3 - INFRASTRUKTUR DAN PLATFORM UNTUK SAINS DATA
• CSI-3E1 - SAINS DATA UNTUK MASYARAKAT
• CSI3E1 - SAINS DATA UNTUK MASYARAKAT
• CII9B3 - SAINS DATA LANJUT
• CII9E6 - TREND TERKINI SAINS DATA
• CII9D3 - UJIAN KUALIIFIKASI
• CDK2EAB3 - Infrastruktur dan Platform untuk Sains Data
• CDK3GAB1 - Sains Data untuk Masyarakat
• CDK3GAB1 - Sains Data untuk Masyarakat

Koleksi & Sirkulasi

Tersedia 1 dari total 1 Koleksi

Pengarang

Nama	Usman Qamar, Muhammad Summair Raza
Jenis	Perorangan
Penyunting
Penerjemah

Penerbit

Nama	Springer
Kota	Cham, Switzerland
Tahun	2020

Sirkulasi

Harga sewa	IDR 0,00
Denda harian	IDR 1.000,00
Jenis	Non-Sirkulasi

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