Analyzing the Analyzers


Book Description

Despite the excitement around "data science," "big data," and "analytics," the ambiguity of these terms has led to poor communication between data scientists and organizations seeking their help. In this report, authors Harlan Harris, Sean Murphy, and Marck Vaisman examine their survey of several hundred data science practitioners in mid-2012, when they asked respondents how they viewed their skills, careers, and experiences with prospective employers. The results are striking. Based on the survey data, the authors found that data scientists today can be clustered into four subgroups, each with a different mix of skillsets. Their purpose is to identify a new, more precise vocabulary for data science roles, teams, and career paths. This report describes: Four data scientist clusters: Data Businesspeople, Data Creatives, Data Developers, and Data Researchers Cases in miscommunication between data scientists and organizations looking to hire Why "T-shaped" data scientists have an advantage in breadth and depth of skills How organizations can apply the survey results to identify, train, integrate, team up, and promote data scientists




Analysis and Analyzers


Book Description

The Instrument and Automation Engineers’ Handbook (IAEH) is the #1 process automation handbook in the world. Volume two of the Fifth Edition, Analysis and Analyzers, describes the measurement of such analytical properties as composition. Analysis and Analyzers is an invaluable resource that describes the availability, features, capabilities, and selection of analyzers used for determining the quality and compositions of liquid, gas, and solid products in many processing industries. It is the first time that a separate volume is devoted to analyzers in the IAEH. This is because, by converting the handbook into an international one, the coverage of analyzers has almost doubled since the last edition. Analysis and Analyzers: Discusses the advantages and disadvantages of various process analyzer designs Offers application- and method-specific guidance for choosing the best analyzer Provides tables of analyzer capabilities and other practical information at a glance Contains detailed descriptions of domestic and overseas products, their features, capabilities, and suppliers, including suppliers’ web addresses Complete with 82 alphabetized chapters and a thorough index for quick access to specific information, Analysis and Analyzers is a must-have reference for instrument and automation engineers working in the chemical, oil/gas, pharmaceutical, pollution, energy, plastics, paper, wastewater, food, etc. industries. About the eBook The most important new feature of the IAEH, Fifth Edition is its availability as an eBook. The eBook provides the same content as the print edition, with the addition of thousands of web addresses so that readers can reach suppliers or reference books and articles on the hundreds of topics covered in the handbook. This feature includes a complete bidders' list that allows readers to issue their specifications for competitive bids from any or all potential product suppliers.




Analyzing the Analyzers


Book Description

Despite the excitement around "data science," "big data," and "analytics," the ambiguity of these terms has led to poor communication between data scientists and organizations seeking their help. In this report, authors Harlan Harris, Sean Murphy, and Marck Vaisman examine their survey of several hundred data science practitioners in mid-2012, when they asked respondents how they viewed their skills, careers, and experiences with prospective employers. The results are striking. Based on the survey data, the authors found that data scientists today can be clustered into four subgroups, each with a different mix of skillsets. Their purpose is to identify a new, more precise vocabulary for data science roles, teams, and career paths. This report describes: Four data scientist clusters: Data Businesspeople, Data Creatives, Data Developers, and Data Researchers Cases in miscommunication between data scientists and organizations looking to hire Why "T-shaped" data scientists have an advantage in breadth and depth of skills How organizations can apply the survey results to identify, train, integrate, team up, and promote data scientists




User and Task Analysis for Interface Design


Book Description

Helps you design a great user interface by focusing on the most important step in the process - the first one. You learn to go out and observe your users at work, whether they are employees of your company or people in customer organisations. You learn to find out what your users really need, not by asking them what they want, but by going through a process of understanding what they are trying to accomplish. The authors take you through a step-by-step process to conduct a user and task analysis. You learn: How interface designers use user and task analysis to build successful interfaces; Why knowledge of users, their tasks, and their environments is critical to successful design; How to prepare and set up your site visits; How to select and train your user and task analysis team; What observations to make, questions to ask, and questions to avoid; How to record and report what you have learned to your development team members; How to turn the information you've gathered into design ideas; How to create paper prototypes of your interface design; and How to conduct usability tests with your prototypes to find out if you're on the right track.




Network Analysis and Troubleshooting


Book Description

This complete, expert guide offers authoritative, real-world information to analyzing and troubleshooting networks. Readers find invaluable "straight-from-the-trenches" tips, diagrams, trace file snapshots--everything they need to keep networks operating at peak performance. A fully searchable CD-ROM contains an extensive library of technical papers and resources.




Handbook of Food Analysis


Book Description

This two-volume handbook supplies food chemists with essential information on the physical and chemical properties of nutrients, descriptions of analytical techniques, and an assessment of their procedural reliability. The new edition includes two new chapters that spotlight the characterization of water activity and the analysis of inorganic nutri




TCP/IP Analysis and Troubleshooting Toolkit


Book Description

A must-have guide for troubleshooting and analyzing TCP/IP onthe Internet and corporate network Follows a practical approach to ensure that TCP/IP stays up andrunning Describes problems based on actual scenarios in the field andpresents proven solutions to deal with them Explains how to use available tools and utilities to theirmaximum advantage Companion Web site includes samples scenarios and code from thebook




The Neuropsychological Analysis of Problem Solving


Book Description

For any of us, problem solving is a daily event. For some, it is a major task. This historical book puts to use neuropsychological methods to analyze the process of problem solving. Experience shows that the process is psychologically so complicated that standard methods established in pedagogy and psychology are insufficient to precisely determine individual factors hindering effective problem solving. The authors present techniques for rehabilitation training which could compensate for the impairments observed in individual cases. Luria's work has transformed rehabilitation training, enabling the evaluation of rehabilitation principles and methods. Luria's thinking and conceptual style reflect his genius and rich understanding of brain-behavior relationships. As those who have read it agree, Luria demonstrates remarkable insight with his complex analysis and his qualitative analysis is ""breathtaking.




Handbook of Radioactivity Analysis


Book Description

Authoritative reference providing the principles, practical techniques, and procedures for the accurate measurement of radioactivity.




Packet Analysis with Wireshark


Book Description

Leverage the power of Wireshark to troubleshoot your networking issues by using effective packet analysis techniques and performing improved protocol analysis About This Book Gain hands-on experience of troubleshooting errors in TCP/IP and SSL protocols through practical use cases Identify and overcome security flaws in your network to get a deeper insight into security analysis This is a fast-paced book that focuses on quick and effective packet captures through practical examples and exercises Who This Book Is For If you are a network or system administrator who wants to effectively capture packets, a security consultant who wants to audit packet flows, or a white hat hacker who wants to view sensitive information and remediate it, this book is for you. This book requires decoding skills and a basic understanding of networking. What You Will Learn Utilize Wireshark's advanced features to analyze packet captures Locate the vulnerabilities in an application server Get to know more about protocols such as DHCPv6, DHCP, DNS, SNMP, and HTTP with Wireshark Capture network packets with tcpdump and snoop with examples Find out about security aspects such as OS-level ARP scanning Set up 802.11 WLAN captures and discover more about the WAN protocol Enhance your troubleshooting skills by understanding practical TCP/IP handshake and state diagrams In Detail Wireshark provides a very useful way to decode an RFC and examine it. The packet captures displayed in Wireshark give you an insight into the security and flaws of different protocols, which will help you perform the security research and protocol debugging. The book starts by introducing you to various packet analyzers and helping you find out which one best suits your needs. You will learn how to use the command line and the Wireshark GUI to capture packets by employing filters. Moving on, you will acquire knowledge about TCP/IP communication and its use cases. You will then get an understanding of the SSL/TLS flow with Wireshark and tackle the associated problems with it. Next, you will perform analysis on application-related protocols. We follow this with some best practices to analyze wireless traffic. By the end of the book, you will have developed the skills needed for you to identify packets for malicious attacks, intrusions, and other malware attacks. Style and approach This is an easy-to-follow guide packed with illustrations and equipped with lab exercises to help you reproduce scenarios using a sample program and command lines.