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C7020-230 exam Dumps Source : IBM Watson V3 Application Development

Test Code : C7020-230
Test cognomen : IBM Watson V3 Application Development
Vendor cognomen : IBM
: 63 actual Questions

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IBM IBM Watson V3 Application

IBM teams on First Watson utility in Africa | killexams.com actual Questions and Pass4sure dumps

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IBM, Siemens and the constitution of believe | killexams.com actual Questions and Pass4sure dumps

IBM, Siemens and the charter of believe faith

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Asavie joins MaaS360 community on IBM safety App exchange | killexams.com actual Questions and Pass4sure dumps

Asavie has joined IBM’s MaaS360 App trade ecosystem of partners. Asavie complements IBM MaaS360 to give organisations with a protection-in-depth manner to managing their cellular fleet of contraptions as they are looking for insurance policy in opposition t the expanding diversity of cellular threats.

Asavie Moda extends the UEM points of IBM MaaS360 with Watson through bringing the protection policies into the community, featuring actual-time visibility, wield and safety for outright records in transit to and from the mobile gadgets regardless of even if it is getting access to corporate components or not.

This latest UEM integration from Asavie is now purchasable to the security group by route of the IBM safety App exchange, a industry where developers share functions in accordance with IBM security applied sciences.

in keeping with Dionisio Zumerle, Senior Director with Gartner, “organizations that require insurance arrangement from superior or targeted threats should consequence in favor MTD solutions. agencies that should give their mobile corpse of workers with coverage in opposition t untrusted or malicious networks and functions, or that operate significant fleets of Android gadgets will improvement from MTD.”

“Asavie Moda’s captivating potential to quit malware on the network layer before it gets to your device complements MaaS360’s developed-in security facets. they are delighted to welcome Asavie to the turning out to exist record of MaaS360 partners within the IBM App alternate,” spoke of Johan Arts, vp – WW Channel & Routes to Market at IBM security.

the uk Leeds Library service recently deployed a joint solution from Asavie and IBM to allow its metropolis-huge iPad lending scheme. Jason Tutin, Digital and learning construction manager with Leeds Library mentioned, “Our lending software enlargement is viable because of the wield and effectivity provided by the UEM capabilities of IBM MaaS360 coupled with the mobile statistics optimization and SIM-based mostly security controls from Asavie Moda. Asavie Moda helps the Library carrier protect the very own facts of their citizens from online threats.”

Stuart resort, SVP international sales at Asavie, observed “we are fortunate that Asavie Moda is now a portion of the IBM safety App alternate. The taut integration of Asavie Moda with IBM MaaS360 ensures that organisations believe plenary visibility and wield to present protection to and manage their mobile facts in transit throughout the network and at the utility and materiel stage. Many leading businesses in Europe and North the us are already availing of this joint retort and they look forward to endured success.”




Killexams.com C7020-230 Dumps and actual Questions

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C7020-230 exam Dumps Source : IBM Watson V3 Application Development

Test Code : C7020-230
Test cognomen : IBM Watson V3 Application Development
Vendor cognomen : IBM
: 63 actual Questions

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IBM Watson V3 Application Development

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Building an IBM Watson bot with Node.js + Botkit | killexams.com actual questions and Pass4sure dumps

Bots are fun and useful with unusual businesses being built daily around bot interaction models. They recently launched their unusual Team Messaging API — Glip - at Enterprise Connect and we’re excited to parade off more of the capabilities of the platform we’re building at RingCentral, alongside with IBM Watson Bluemix and Botkit!

A step-by-step tutorial walking through the Github code is available here!

Prerequisites
  • Two free RingCentral Developer accounts
  • A free IBM Bluemix Developer account
  • Creating a unusual RC App

    Login to the RingCentral developer account to create a unusual app. Click on “Create App” which will create your app and auto-create a unusual sandbox account if you don’t already believe one.

    Create App

    Enter the application cognomen and description.

    Add Application Information

    There are two paths for progress on the RingCentral platform: making a private app which is just for your team, or a public app for public distribution through their App Gallery that others can use.

    Application and Authorization flow

    In the OAuth settings, fabricate positive the consent selected is Glip. This consent is required to build chatbots.

    OAuth Settings and Permissions

    Once the account has been created, you will exist redirected to the dashboard. The App Key, App Secret, and the phone number will exist used to play with the bot in the team. reclaim it for the next step.

    App Credentials Botkit Setup

    Botkit is one of the most accepted open-source toolkits for building bots, providing the essential building blocks . Botkit supports multiple frameworks, but here they will exist looking at Glip. Glip is currently in review process with Botkit but it can exist install directly from Github. Bot can communicate with your team in three ways:

  • Incoming webhooks: is a simple route to post messages from external sources in Glip. e.g JIRA bots which post into your team when a unusual ticket has been assigned to you.
  • Slash Command: are custom commands written by developers relish you. They start with a backslash (/) and act as a trigger event to discharge some action. Slash commands are currently not available in Glip. They are scheduled to exist available by quit of year.
  • Real Time Messaging API: allows you to dispatch and receive messages from a Glip user.
  • With some theory behind us, let’s start building their sample application. This instance will focus on getting post messages from a group or team in Glip and pass the message to IBM Watson to congregate some personality insight.

    What are Personality Insights ?

    According to IBM, “Personality Insights extracts personality characteristics based on how a person writes. You can expend the service to match individuals to other individuals, opportunities, and products, or tailor their undergo with personalized messaging and recommendations. Characteristics involve the gargantuan 5 Personality Traits, Values, and Needs. At least 1200 words of input text are recommended when using this service.”

    As a first step, clone the sample application from Github. Now create a copy of the .env.template file and rename it to .env. The file should discover something relish this:

    GLIP_SERVER=https://platform.ringcentral.comGLIP_APPKEY=GLIP_APPSECRET=GLIP_USERNAME=GLIP_PASSWORD=GLIP_EXTENSION=WATSON_USERNAME=WATSON_PASSWORD=WATSON_URL=https://gateway.watsonplatform.net/personality-insights/apiWATSON_VERSION_DATE=2016-10-19WATSON_VERSION=v3

    Then expend the below code to install outright dependencies including botkit and watson-developer-cloud.

    npm install --save

    Now let’s connect Botkit with Glip using the following code snippet:

    "use strict";

    require('dotenv').config();

    var Botkit= require('botkit'),os = require('os'),http = require('http'),request = require('request'),watson = require('watson-developer-cloud');

    var controller = Botkit.glipbot({debug: false,});

    var bot = controller.spawn({server: process.env.GLIP_SERVER,appKey: process.env.GLIP_APPKEY,appSecret: process.env.GLIP_APPSECRET,username: process.env.GLIP_USERNAME,password: process.env.GLIP_PASSWORD,extension: process.env.GLIP_EXTENSION,}).startRTM();

    controller.setupWebserver(process.env.port || 3000, function(err, webserver){webserver.get('/', function (req ,res) {res.send(':)');});

    controller.createWebhookEndpoints(webserver, bot);

    });

    controller.hears(['watson'], 'message_received', function (bot, message) {

    bot.reply(message, "hi, this is watson, How can I embolden you ? ");});

    In the above example, when someone mentions “watson” the bot responds back with “Hi, this is watson. How can I embolden you?”.

    Now let’s fabricate the bot intelligent by integrating it with IBM Watson’s Personality Insights.

    IBM Watson

    IBM Watson offers AI and Machine Learning services through its Bluemix cloud platform. To procure started quickly with Watson and Bluemix, you can create a free account.

    IBM Watson offers many services for AI and Machine Learning. For this example, they will expend the Personality Insights services. expend this document to setup and congregate credentials for Personality Insights.

    Now update the .env file created above with the Personality Insights credentials.

    GLIP_SERVER=https://platform.devtest.ringcentral.comGLIP_APPKEY=GLIP_APPSECRET=GLIP_USERNAME=GLIP_PASSWORD=GLIP_EXTENSION=WATSON_USERNAME=WATSON_PASSWORD=WATSON_URL=https://gateway.watsonplatform.net/personality-insights/apiWATSON_VERSION_DATE=2017-02-02WATSON_VERSION=v3

    Initiate Personality Insights API using the snippet below:

    var watson = require('watson-developer-cloud'); var personality_insight = watson.personality_insights({username: process.env.WATSON_USERNAME,password: process.env.WATSON_PASSWORD,url: process.env.WATSON_URL,version: process.env.WATSON_VERSION});

    Now let’s integrate it to the chat-bot logic:

    controller.hears(['analyze'], 'message_received', function (bot,message) {bot.api.posts().get({groupId: message.channel}).then(function(history) {

    var messages = [];for(var i=0; i < history.records.length; i++){messages.push(history.records[i].text);}

    var corpus = messages.join("\n");

    personality_insight.profile({text: corpus,language: 'en'},function (err, response) {if(err){console.log('error:', err)}else{controller.startTask(bot, message, function (task, convo) {var top5 = response.personality;for (var c = 0; c < top5.length; c++) {

    convo.say('This channel has ' + Math.round(top5[c].percentile*100) + '% ' + top5[c].name);

    }

    })}})});});

    As you can see, when someone says “analyze”, it will congregate the history of the post messages in the group and dispatch it to Watson to analyze. Watson analyzes the post messages and responds back with the top 5 personality insights based on the post messages history as shown below.

    Personality Insight response from IBM Watson Conclusion

    The goal of the post has been to procure developers started with building bots in Glip with IBM Watson. Personality Insights is just one of the several API’s available in IBM Watson cloud. You could expend other APIs relish Tone Analyzer, Text to Speech, Conversation … etc. to build more advanced bots that are fun and interesting. The imagination is the limit!

    A step-by-step tutorial is also available here!

    Give it a try, and I more than welcome any benevolent of feedback!


    NVIDIA Delivers Massive Performance Leap for profound Learning, HPC Applications With NVIDIA Tesla P100 Accelerators | killexams.com actual questions and Pass4sure dumps

    Five Architectural Breakthroughs Enable Servers to Deliver Over 12x Greater Performance Than Previous Architecture

    SAN JOSE, CA--(Marketwired - Apr 5, 2016) - GPU Technology Conference -- NVIDIA (NASDAQ: NVDA) today introduced the NVIDIA® Tesla® P100 GPU, the most advanced hyperscale data headquarters accelerator ever built.

    The latest addition to the NVIDIA Tesla Accelerated Computing Platform, the Tesla P100 enables a unusual class of servers that can deliver the performance of hundreds of CPU server nodes. Today's data centers -- vast network infrastructures with numerous interconnected commodity CPU servers -- process big numbers of transactional workloads, such as web services. But they are inefficient at next-generation artificial intelligence and scientific applications, which require ultra-efficient, lightning-fast server nodes.

    Based on the unusual NVIDIA Pascal™ GPU architecture with five breakthrough technologies, the Tesla P100 delivers unmatched performance and efficiency to power the most computationally demanding applications.

    "Our greatest scientific and technical challenges -- finding cures for cancer, understanding climate change, building intelligent machines -- require a near-infinite amount of computing performance," said Jen-Hsun Huang, CEO and co-founder, NVIDIA. "We designed the Pascal GPU architecture from the ground up with innovation at every level. It represents a massive leap forward in computing performance and efficiency, and will embolden some of the smartest minds drive tomorrow's advances."

    Dr. John Kelly III, senior vice president, Cognitive Solutions and IBM Research, said: "As they enter this unusual era of computing, entirely unusual approaches to the underlying technologies will exist required to fully realize the benefits of AI and cognitive. The combination of NVIDIA GPUs and OpenPOWER technology is already accelerating Watson's learning of unusual skills. Together, IBM's Power architecture and NVIDIA's Pascal architecture with NVLink will further accelerate cognitive workload performance and promote the artificial intelligence industry."

    Five Architectural Breakthroughs The Tesla P100 delivers its unprecedented performance, scalability and programming efficiency based on five breakthroughs:

  • NVIDIA Pascal architecture for exponential performance leap -- A Pascal-based Tesla P100 solution delivers over a 12x augment in neural network training performance compared with a previous-generation NVIDIA Maxwell™-based solution.
  • NVIDIA NVLink for maximum application scalability -- The NVIDIA NVLink™ high-speed GPU interconnect scales applications across multiple GPUs, delivering a 5x acceleration in bandwidth compared to today's best-in-class solution1. Up to eight Tesla P100 GPUs can exist interconnected with NVLink to maximize application performance in a single node, and IBM has implemented NVLink on its POWER8 CPUs for lickety-split CPU-to-GPU communication.
  • 16nm FinFET for unprecedented energy efficiency -- With 15.3 billion transistors built on 16 nanometer FinFET fabrication technology, the Pascal GPU is the world's largest FinFET chip ever built2. It is engineered to deliver the fastest performance and best energy efficiency for workloads with near-infinite computing needs.
  • CoWoS with HBM2 for gargantuan data workloads -- The Pascal architecture unifies processor and data into a single package to deliver unprecedented compute efficiency. An innovative approach to reminiscence design, Chip on Wafer on Substrate (CoWoS) with HBM2, provides a 3x boost in reminiscence bandwidth performance, or 720GB/sec, compared to the Maxwell architecture.
  • New AI algorithms for peak performance -- unusual half-precision instructions deliver more than 21 teraflops of peak performance for profound learning.
  • The Tesla P100 GPU accelerator delivers a unusual plane of performance for a range of HPC and profound learning applications, including the AMBER molecular dynamics code, which runs faster on a single server node with Tesla P100 GPUs than on 48 dual-socket CPU server nodes3. Training the accepted AlexNet profound neural network would acquire 250 dual-socket CPU server nodes to match the performance of eight Tesla P100 GPUs4. And the widely used weather forecasting application, COSMO, runs faster on eight Tesla P100 GPUs than on 27 dual-socket CPU servers5.

    The first accelerator to deliver more than 5 and 10 teraflops of double-precision and single-precision performance, respectively, the Tesla P100 provides a giant leap in processing capabilities and time-to-discovery for research across a broad spectrum of domains.

    Updates to the NVIDIA SDKNVIDIA also announced a host of updates to the NVIDIA SDK, the world's most powerful progress platform for GPU computing.

    These updates involve NVIDIA CUDA® 8. The latest version of NVIDIA's parallel computing platform gives developers direct access to powerful unusual Pascal features, including unified reminiscence and NVLink. also included in this release is a unusual graph analytics library -- nvGRAPH -- which can exist used for robotic path planning, cyber security and logistics analysis, expanding the application of GPU acceleration into the realm of gargantuan data analytics.

    NVIDIA also announced cuDNN version 5, a GPU-accelerated library of primitives for profound neural networks. cuDNN 5 includes Pascal GPU support; acceleration of recurrent neural networks, which are used for video and other sequential data; and additional enhancements used in medical, oil and gas, and other industries. cuDNN accelerates leading profound learning frameworks, including Google's TensorFlow, UC Berkeley's Caffe, University of Montreal's Theano and NYU's Torch. These, in turn, power profound learning solutions used by Amazon, Facebook, Google and others.

    Tesla P100 Specifications Specifications of the Tesla P100 GPU accelerator include:

  • 5.3 teraflops double-precision performance, 10.6 teraflops single-precision performance and 21.2 teraflops half-precision performance with NVIDIA GPU BOOST™ technology
  • 160GB/sec bi-directional interconnect bandwidth with NVIDIA NVLink
  • 16GB of CoWoS HBM2 stacked memory
  • 720GB/sec reminiscence bandwidth with CoWoS HBM2 stacked memory
  • Enhanced programmability with page migration engine and unified memory
  • ECC protection for increased reliability
  • Server-optimized for highest data headquarters throughput and reliability
  • Availability generic availability for the Pascal-based NVIDIA Tesla P100 GPU accelerator in the unusual NVIDIA DGX-1™ profound learning system is in June. It is also expected to exist available beginning in early 2017 from leading server manufacturers.

    Supporting Resources

    Keep Current on NVIDIA Subscribe to the NVIDIA blog, succeed us on Facebook, Google+, Twitter, LinkedIn and Instagram, and view NVIDIA videos on YouTube and images on Flickr.

    About NVIDIA NVIDIA (NASDAQ: NVDA) is a computer technology company that has pioneered GPU-accelerated computing. It targets the world's the most demanding users -- gamers, designers and scientists -- with products, services and software that power bizarre experiences in virtual reality, artificial intelligence, professional visualization and autonomous cars. More information at http://nvidianews.nvidia.com/.

    (1) NVLink delivers 160GB/sec of bi-directional interconnect bandwidth, compared to PCIe x16 Gen3 that delivers 31.5GB/sec of bi-directional bandwidth. (2) NVIDIA Tesla P100 GPU has 15.3 billion 16nm FinFET transistors.(3) CPU system: 48 nodes, each node with 2x Intel E5-2680v3 12 core, 128GB DDR4, FDR IB interconnect. GPU system: single node, 2x Intel E5-2698 v3 16 core, 512GB DDR4, 4x Tesla P100, NVLink interconnect.(4) Compared to Caffe/AlexNet time to train ILSVRC-2012 dataset on cluster of two-socket Intel Xeon E5-2697 v3 processor-based systems with InfiniBand interconnect. 250-node performance estimated using source: https://software.intel.com/en-us/articles/caffe-training-on-multi-node-distributed-memory-systems-based-on-intel-xeon-processor-e5.(5) CPU system: 2x Intel E5-2698 v3 16 core, 256GB DDR4. GPU system: single node, 2x Intel E5-2698 v3 16 core, 512GB DDR4, 8x Tesla P100, NVLink interconnect.

    Certain statements in this press release including, but not limited to, statements as to: the impact, performance, benefits and availability of the NVIDIA Tesla P100 GPU, the NVIDIA SDK and NVIDIA DGX-1 profound learning system are forward-looking statements that are theme to risks and uncertainties that could understanding results to exist materially different than expectations. principal factors that could understanding actual results to vary materially include: global economic conditions; their reliance on third parties to manufacture, assemble, package and test their products; the impact of technological progress and competition; progress of unusual products and technologies or enhancements to their existing product and technologies; market acceptance of their products or their partners' products; design, manufacturing or software defects; changes in consumer preferences or demands; changes in industry standards and interfaces; unexpected loss of performance of their products or technologies when integrated into systems; as well as other factors circumstantial from time to time in the reports NVIDIA files with the Securities and Exchange Commission, or SEC, including its contour 10-K for the fiscal year ended January 31, 2016. Copies of reports filed with the SEC are posted on the company's website and are available from NVIDIA without charge. These forward-looking statements are not guarantees of future performance and talk only as of the date hereof, and, except as required by law, NVIDIA disclaims any duty to update these forward-looking statements to reflect future events or circumstances.

    © 2016 NVIDIA Corporation. outright rights reserved. NVIDIA, the NVIDIA logo, Tesla, Pascal, Maxwell, NVIDIA NVLink, CUDA, NVIDIA GPU BOOST, and DGX-1 are trademarks and/or registered trademarks of NVIDIA Corporation in the U.S. and other countries. Other company and product names may exist trademarks of the respective companies with which they are associated. Features, pricing, availability and specifications are theme to change without notice.


    Source code of award-winning learning basis is now available for everyone | killexams.com actual questions and Pass4sure dumps

    Through automatically generated entities and their relationships, computers can retort knotty search queries. Credit: MPI

    Almost every word has more than one meaning. Modern search engines decipher this problem using learning bases. Yago was one of the first learning bases, developed by scientists at the Max Planck Institute for Informatics in Saarbrücken and the Télécom ParisTech in Paris. terminal week, the researchers received an award for their work on Yago from the most principal scientific journal in the sphere of artificial intelligence. Today, they are releasing Yago's source code.

    "If you, for example, enact a internet search for the German term 'Allianz', this is merely a collection of letters for the search engine," explains Professor Gerhard Weikum, Scientific Director at the Max Planck Institute for Computer Science in Saarbrücken. "With the aid of a learning base, this chain of letters can exist mapped to viable meanings, for example, 'Allianz SE', the German pecuniary and insurance services company, or the 'Rebel Alliance' from Star Wars films." These days, they cannot imagine not having this background learning in search engines, and it is only by the expend of learning bases that Google for instance can also parade stock market prices, logos, and the managing director of Allianz SE in addition to the Web search results.

    The learning bases began as academic research projects. "Especially Yago and, only a Little later, DBpedia pioneered this field," Weikum says. The Yago project was the topic of the doctoral dissertation in 2007 by Fabian Suchanek at the Max Planck Institute for Informatics in Saarbrücken. More and more researchers took portion in the project. Today, Yago is a collaboration of the Max Planck Institute, the Télécom ParisTech University, where Suchanek now holds a professorship, and the Max Planck spin-off, Ambiverse. Yago contains the learning of Wikipedia and other sources in a contour that is readable for the computer. For example, the system knows that Allianz SE is headquartered in Munich, but also that the Rebel Alliance is fighting in the Star Wars universe.

    Since many applications in various areas of industry are using artificial intelligence to exist more efficient and, most importantly, easier to operate, Yago is seeing wide use. Applications can, with the embolden of Yago, search in several languages as well as classify facts both spatially and temporally. Therefore, search queries relish this are possible: "Tell me outright the scientists who lived in the 20th century, were awarded a Nobel Prize, and were born in the greater Stuttgart area." An application instance is provided by Primal.com, a Canadian startup, which uses Yago to embolden businesses better understand the interests of their customers and fabricate content and product recommendations that serve their individual needs. The most high-profile expend of Yago in the terminal ten years was when IBM used it in the Watson artificial intelligence system, which won the Jeopardy! quiz parade in 2011.

    Ambiverse itself provides another application. The spin-off of the Max Planck Institute analyzed the Panama Papers using Yago a few months ago. In only a few hours, Ambiverse succeeded in getting unusual insights about the owners of the Panama accounts, a assignment that would otherwise believe required extensive manual effort.

    Such an analysis was only viable because Yago categorizes outright persons into a semantic structure. Up to now, computers believe been able to store vast amounts of data, but they believe been able neither to classify nor to understand that data. With Yago's structure, however, the computer has the ability to distinguish, for example, between Gerd Müller, the '74 soccer world champion, and Gerd Müller, the German minister of development. Johannes Hoffart, Managing Director of Ambiverse, explains: "Yago assigns people to contexts, so it is effortless to determine whether more athletes or more politicians believe accounts in Panama", Hoffart points out. Such structures used to exist created manually, which, however, is very knotty - both in terms of production and verification.

    With the procedure researchers believe developed for Yago, they cleverly procure around that tedious task. Yago systematically digs for information in Wikipedia's learning pool. Not only is the information as to whether the people are athletes or politicians brought into a machine-readable form, but also the relationships between them. Thus, the relation "has headquarters in" connects Allianz SE with the city of Munich. Every Wikipedia article becomes an entity in the Yago learning base. In this way, in Yago the researchers are able to provide nearly 17 million entities and 150 million relationships between them.

    Last week, the researchers behind Yago were awarded the Prominent Paper Award which recognizes outstanding papers published in the artificial Intelligence Journal (AIJ) that are exceptional in their significance and impact over the past 5 years. The AIJ is the most principal journal in the sphere of artificial intelligence. The prize itself was awarded at this year's IJCAI in Melbourne, the most significant scientific conference in the sphere of AI. Today, they are releasing the source code for their learning basis on the platform GitHub under the open source license GNU GPL v3. This software license ensures that everyone is allowed to run, study, modify, and share the protected program code. "The developer community is getting a high-quality learning base," explains Prof. Fabian Suchanek, founder of the project. "We are not only hoping for further applications for Yago, but also discover forward to contributions from the developer community."

    The source code can now exist downloaded from the following link: https://github.com/yago-naga/yago3

    Explore further: From the Panama Papers to an intelligence service for your own business

    More information: YAGO project page: www.mpi-inf.mpg.de/de/departme … arch/yago-naga/yago/



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    Subject : Business & Economics
    Price : $39.00
    Urban EconomicsUrban Economics
    By Arthur O’Sullivan
    Publisher : McGraw-Hill (Jan 2018)
    ISBN10 : 0078021782
    ISBN13 : 9780078021787
    Our ISBN10 : 1260084493
    Our ISBN13 : 9781260084498
    Subject : Business & Economics
    Price : $65.00
    Understanding BusinessUnderstanding Business
    By William G Nickels, James McHugh, Susan McHugh
    Publisher : McGraw-Hill (Feb 2018)
    ISBN10 : 126021110X
    ISBN13 : 9781260211108
    Our ISBN10 : 126009233X
    Our ISBN13 : 9781260092332
    Subject : Business & Economics
    Price : $75.00
    Understanding BusinessUnderstanding Business
    By William Nickels, James McHugh, Susan McHugh
    Publisher : McGraw-Hill (May 2018)
    ISBN10 : 1260682137
    ISBN13 : 9781260682137
    Our ISBN10 : 126009233X
    Our ISBN13 : 9781260092332
    Subject : Business & Economics
    Price : $80.00
    Understanding BusinessUnderstanding Business
    By William Nickels, James McHugh, Susan McHugh
    Publisher : McGraw-Hill (Jan 2018)
    ISBN10 : 1260277143
    ISBN13 : 9781260277142
    Our ISBN10 : 126009233X
    Our ISBN13 : 9781260092332
    Subject : Business & Economics
    Price : $77.00
    Understanding BusinessUnderstanding Business
    By William Nickels, James McHugh, Susan McHugh
    Publisher : McGraw-Hill (Jan 2018)
    ISBN10 : 1259929434
    ISBN13 : 9781259929434
    Our ISBN10 : 126009233X
    Our ISBN13 : 9781260092332
    Subject : Business & Economics
    Price : $76.00
    C7020-230C7020-230
    By Peter W. Cardon
    Publisher : McGraw-Hill (Jan 2017)
    ISBN10 : 1260128474
    ISBN13 : 9781260128475
    Our ISBN10 : 1259921883
    Our ISBN13 : 9781259921889
    Subject : Business & Economics, Communication & Media
    Price : $39.00
    C7020-230C7020-230
    By Peter Cardon
    Publisher : McGraw-Hill (Feb 2017)
    ISBN10 : 1260147150
    ISBN13 : 9781260147155
    Our ISBN10 : 1259921883
    Our ISBN13 : 9781259921889
    Subject : Business & Economics, Communication & Media
    Price : $64.00
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