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SQL Primer: An Accelerated Introduction to SQL Basics
SQL Primer: An Accelerated Introduction to SQL Basics
Modern society is driven by data. Whether it is at a personal level, like a notebook containing scribbled notes; or at a countrywide level like Census data, it has permeated all our workflows. There is always a growing need to efficiently store and organize it so that meaningful information can be extracted out of raw data. ...
Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition
Data Mining: Concepts, Models, Methods, and Algorithms, Second Edition
Now updated—the systematic introductory guide to modern analysis of large data sets

As data sets continue to grow in size and complexity, there has been an inevitable move towards indirect, automatic, and intelligent data analysis in which the analyst works via more complex and sophisticated software tools. This book...

Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists
Feature Engineering for Machine Learning: Principles and Techniques for Data Scientists

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn techniques for extracting and transforming features—the numeric representations of raw data—into formats for machine-learning models. Each chapter guides you...

Practical Data Wrangling: Expert techniques for transforming your raw data into a valuable source for analytics
Practical Data Wrangling: Expert techniques for transforming your raw data into a valuable source for analytics

Key Features

  • This easy-to-follow guide takes you through every step of the data wrangling process in the best possible way
  • Work with different types of datasets, and reshape the layout of your data to make it easier for analysis
  • Get simple examples and real-life data...
Investigating Cryptocurrencies: Understanding, Extracting, and Analyzing Blockchain Evidence
Investigating Cryptocurrencies: Understanding, Extracting, and Analyzing Blockchain Evidence

Investigate crimes involving cryptocurrencies and other blockchain technologies

Bitcoin has traditionally been the payment system of choice for a criminal trading on the Dark Web, and now many other blockchain cryptocurrencies are entering the mainstream as traders are accepting them from low-end investors putting their...

The Career Programmer: Guerilla Tactics for an Imperfect World (Expert's Voice)
The Career Programmer: Guerilla Tactics for an Imperfect World (Expert's Voice)

The crucial wisdom-guide to surviving within the programming industry in 2006. Provides raw material for surviving and thinking smart in today's industry. Delivered with the wit and aplomb to make a serious topic entertaining and palatable

TE Conquer Master self-defense techniques to shield yourself, your project,...

php|architect's Guide to Web Scraping
php|architect's Guide to Web Scraping

Today , there aremany services out there providing news feeds, and there are plenty of code libraries that can parse this data. So, with the proliferation of web services and public APIs, why is web scraping still so important to the future of the Web? It is important because of the rise ofmicroformats, Semantic Web technologies, theW3C...

Beginning Python Visualization: Crafting Visual Transformation Scripts
Beginning Python Visualization: Crafting Visual Transformation Scripts

We are visual animals. But before we can see the world in its true splendor, our brains, just like our computers, have to sort and organize raw data, and then transform that data to produce new images of the world. Beginning Python Visualization: Crafting Visual Transformation Scripts, Second Edition discusses turning many types of...

Machine Learning for Audio, Image and Video Analysis: Theory and Applications
Machine Learning for Audio, Image and Video Analysis: Theory and Applications
Machine Learning involves several scientific domains including mathematics, computer science, statistics and biology, and is an approach that enables computers to automatically learn from data. Focusing on complex media and how to convert raw data into useful information, this book offers both introductory and advanced material in the combined...
Professional Scrum with Team Foundation Server 2010
Professional Scrum with Team Foundation Server 2010

LET ’ S FACE IT: Shipping great software is diffi cult. Is it rewarding? Yes. Is it profi table? Yes. Does it mix art and engineering? Yes. Is it easy? No.

Yet some companies and organizations do ship great software. They deliver products that their customers love. They do it on time and on budget. They deliver solutions...

Quantum Cryptography and Secret-Key Distillation
Quantum Cryptography and Secret-Key Distillation
This book aims at giving an introduction to the principles and techniques of quantum cryptography, including secret-key distillation, as well as some more advanced topics. As quantum cryptography is now becoming a practical reality with products available commercially, it is important to focus not only on the theory of quantum...
Learning Predictive Analytics with Python: Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python
Learning Predictive Analytics with Python: Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python

Gain practical insights into predictive modelling by implementing Predictive Analytics algorithms on public datasets with Python

About This Book

  • A step-by-step guide to predictive modeling including lots of tips, tricks, and best practices
  • Get to grips with the basics of Predictive...
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