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SPS-200 IBM SPSS MPRO - IBM SPSS Modeler Professional

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SPS-200 exam Dumps Source : IBM SPSS MPRO - IBM SPSS Modeler Professional

Test Code : SPS-200
Test Name : IBM SPSS MPRO - IBM SPSS Modeler Professional
Vendor Name : IBM
: 73 Real Questions

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IBM IBM SPSS MPRO -

Predictive Analytics utility market's visionary leaders illuminated by using new report | killexams.com Real Questions and Pass4sure dumps

IBM tops the record of companies in the predictive analytics application house according to a quadrant lately launched by 360Quadrants, adopted intently by way of Oracle and SAP SE. IBM’s SPSS Modeler become rated the premier in product nice, reliability, and breadth and depth of offering. IBM SPSS Modeler additionally captured the right spot in standards like geographic footprint and viability of enterprise.

360Quadrants defines predictive analytics as a statistical and facts mining solution consisting of a large number of algorithms and methodologies used for structured as well as unstructured statistics to extract enterprise insights. 

360Quadrants covers 50+ items in the predictive analytics area and places the accurate 31 of them in a quadrant reckoning on their nice, reliability, and business outcomes. These 31 products are categorised into Visionary Leaders, Dynamic Differentiators, emerging organizations, and Innovators.

360Quadrants recognizes IBM Corp, SAS Institute, Inc., SAP SE, reasonable Issac agency (FICO), Tableau software, Inc., RapidMiner, Inc., Oracle Corp, and Angoss utility Corp as Visionary Leaders; TIBCO utility, Inc., Microstrategy, Inc., Alteryx, Inc., information Builder, Dataiku, KNIME.COM AG, and NTT records business enterprise, as Innovators; GoodData business enterprise, Microsoft company, Teradata business enterprise, Sisense, Inc., Predixion software, and Domino statistics Lab, Inc. as Dynamic Differentiators; and Exago, incorporated, AgilOne, QlikTech overseas, and Kognitio Ltd. as rising gamers.

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Monster Merger: IBM Buys SPSS For Approx. $1.2 Billion In cash Deal | killexams.com Real Questions and Pass4sure dumps

IBM is buying analytics software and options provider SPSS in an all cash transaction at a price of $50/share – a forty two % premium to Monday’s closing fee of $35.09 on Nasdaq – leading to a total money consideration within the merger of approximately $1.2 billion. The acquisition is area to SPSS shareholder approval, regulatory clearances and different closing circumstances, and is anticipated to close later in the second half of 2009.

massive Blue stated the acquisition of the publicly-held Chicago business become anticipated to toughen its assistance-agenda initiative, which helps groups take counsel and turn it right into a strategic asset. IBM shares fell 67 cent to $116.ninety six in pre-market buying and selling, whereas SPSS shares jumped forty one percent to $forty nine.fifty nine.

A message from SPSS Chairman, CEO & President Jack Noonan:

We and IBM view this as a highly-complementary movement from both a technology and a market place viewpoint.

We’re enthusiastic about this agreement and the nice prospects that SPSS and IBM can obtain together in carrying on with to steer an industry that they helped shape. The depth and breadth of IBM’s resources, its consumer and market reach can handiest raise their ability to handle the turning out to be market for Predictive Analytics.

In becoming a member of with IBM, they are able to improve Predictive Analytics as a competitive capabilities for organizations and companies international. They see this as a transformative adventure that will accelerate the adoption of Predictive Analytics.

Between now and the acquisition close, they are able to continue to help their customers and companions in typical trend. existing contracts will stay in impact, account relationships and aid infrastructure will remain unchanged.

Predictive analytics software captures and analyzes facts about americans’s attributes, attitudes and behaviors to benefit a full understanding of anticipated future behaviors, so agencies can make smarter choices for greater business outcomes.

IBM says it'll continue to support and boost SPSS technologies while permitting customers to take skills of its own product portfolio. SPSS will turn into a part of the assistance administration division in the software neighborhood company unit, led by using Ambuj Goyal, prevalent manager, IBM assistance administration.

update – In different news: IBM also received Ounce Labs, a provider of enterprise source code security trying out and intends to combine it into its Rational software company. monetary terms were no longer disclosed.


IBM is rushing up SPSS with Apache Spark | killexams.com Real Questions and Pass4sure dumps

IBM nowadays introduced that it is bettering several of its latest utility products with the Apache Spark open-source information processing engine, including the SPSS predictive analytics software.

IBM purchased SPSS for $1.2 billion in 2009. SPSS itself begun at Stanford tuition in 1968 and is widely used in information courses at universities.

IBM is particularly incorporating Spark into SPSS Modeler and SPSS Analytic Server, a spokesman informed VentureBeat in an e mail.

Spark is additionally being applied to IBM’s BigInsights, Streams, and DataWorks utility, in response to an announcement.

The Sparkification of IBM comes after massive Blue introduced an immense dedication to the open-source software in June. on the time, IBM announced Spark as a carrier on its Bluemix cloud; that carrier is now often purchasable.

IBM has made more than 60 contributions to Spark considering the fact that the June announcement, in accordance with the remark.


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IBM SPSS MPRO - IBM SPSS Modeler Professional

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A look at the IBM SPSS Modeler and IBM SPSS Statistics analytics tools | killexams.com real questions and Pass4sure dumps

IBM's SPSS predictive analytics tools consist of IBM SPSS Modeler and IBM SPSS Statistics. SPSS Modeler provides data mining and text analysis software, while SPSS Statistics is an integrated family of products. Both tools enable users to build predictive models and execute other analytics tasks.

The IBM SPSS Modeler targets users who have little or no programming skills. Users are provided with a drag-and-drop user interface, enabling them to build predictive models and perform other data analytics. Modeler can apply different processes and algorithms to help the user discover information hidden in the data. The tool can also assist in integrating and consolidating all types of data sets from dispersed data sources across the organization.

The IBM SPSS Statistics suite is an integrated set of products geared toward more professional data analysts. SPSS Statistics addresses the complete analytical process, from planning to data collection, analysis, reporting and deployment.

IBM SPSS Modeler features

Version 18 provides the following features:

  • More than 30 base machine learning algorithms.
  • Extensions that provide continued improvements for use with open source products, such as R and Python.
  • Enhanced support for several multithreaded analytical algorithms, including Random Trees, Tree-AS, Generalized Linear Engine, Linear-AS, Linear Support Vector Machine and Two-Step-AS clustering.
  • The ability to run a variety of Python and Spark machine learning, as well as other Python analytics libraries natively in Modeler without requiring the use of the Analytic Server, as was required in the previous version.
  • SPSS Modeler bundles are deployed on premises, and SPSS Modeler Gold is available as a cloud offering. The client front end of SPSS Modeler runs under Windows and macOS, while the server component runs on Unix, Linux and Windows.

    IBM SPSS Modeler provides the following editions:

  • SPSS Modeler Personal: A single-user desktop product.
  • SPSS Modeler Professional: A desktop product that works with IBM SPSS Analytic Server, providing improved scalability and performance and enabling applications to be used across an organization.
  • SPSS Modeler Premium: This edition includes advanced algorithms and capabilities, such as text analytics, entity analytics and social network analysis, that increase model accuracy with unstructured data.
  • SPSS Modeler Gold: This edition provides analytical decision management, collaboration and deployment capabilities. SPSS Modeler Gold is also available as a cloud offering.
  • IBM SPSS Statistics features

    SPSS Statistics version 24 includes the following new features:

  • The ability to access more than 100 extensions, enabling users to take advantage of free libraries written in R, Python and SPSS syntax.
  • The IBM SPSS Extension Hub to browse, download, update, remove and generally manage extensions.
  • A major upgrade to the Custom Dialog Builder, enabling users to more easily build and install their own extensions. Enhancements include new controls and new properties for existing controls and several other improvements to the user interface.
  • Improvements that enable users to more easily and quickly import and export data into SPPS Statistics.
  • Improvements to the Custom Tables module, including new statistical functionality and customer-requested features.
  • IBM SPSS Statistics offers the following three editions (each with additional modules):

  • SPSS Statistics Standard tools provide advanced statistical procedures that support linear and nonlinear statistical models, as well as predictive simulation modeling, which accounts for uncertain inputs, geospatial analytics and customized tables.
  • SPSS Statistics Professional tools support data preparation, missing values and data validity, decision trees, and forecasting.
  • SPSS Statistics Premium adds advanced analytical techniques, including structural equation modeling, in-depth sampling assessment and testing. This bundle also includes procedures that target direct marketing and high-end charts and graphs.
  • Pricing for the SPSS Modeler and SPSS Statistics predictive analytics tools vary depending on the bundle options, the number of users and the license period. SPSS Statistics is now available as a subscription option or a perpetual license. IBM offers free trials of both IBM SPSS Modeler and IBM SPSS Statistics.

    Next Steps

    Why the term unstructured data is a misnomer

    How big data is changing data modeling techniques

    Big data systems pose new challenges to data governance

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    A Pure Play On Self-Service Big Data Prep And Analytics: Wait For Smarter Valuation Entry Point | killexams.com real questions and Pass4sure dumps

    No result found, try new keyword!According to Rexer Analytics, 2016 Data Science Survey of 1220 analytics professionals from 72 countries, the average analytics professional reports ... s end-to-end data science platform; IBM’s (NYSE ...

    Chronic olanzapine administration causes metabolic syndrome through inflammatory cytokines in rodent models of insulin resistance | killexams.com real questions and Pass4sure dumps

    Patient Recruitment Process and Sample Collection

    This study recruited schizophrenia patients with long-term administration of olanzapine, whom were diagnosed positive, negative and cognitive impairment or emotional syndrome, according to the PNASS factor scores. Inclusion criteria: (1) age 18–60 years old;(2) no infectious disease, no chronic cardiovascular, digestive tract, endocrine, immune system and respiratory diseases within two weeks before blood sampling; (3) no family history of diabetes and no major liver or kidney disease; no bad habits, such as addiction and alcohol abuse; (4) nonpregnancy or lactation; (5) treatment with other mood stabilizers or other atypical antipsychotics (with olanzapine as the primary drug), but no antihypertensive drugs or typical antipsychotics; (6) informed consent; (7) patients treated mainly with olanzapine over 2 months and without hypoglycemic drugs. This clinical study was approved by the Tongji Medical College Ethics Committee of Huazhong University of Science and Technology (HUST).

    We called clinical patients with long-term administration of olanzapine from different hospitals to conduct this study, which included measuring the body weight, fasting blood glucose, and insulin levels and calculating the insulin resistance index (HOMA-IR index). In this study, they mainly relied on experienced clinicians to determine the grouping of patients. In clinical practice, they assessed the patient’s metabolic status and insulin sensitivity based on changes in body weight and fasting blood glucose after long-term olanzapine treatment. Based on the HOMA-IR index values, the patients were divided into the OS group (the insulin resistance index has similar variations as the average levels in normal subjects, data not shown) and the OR group (the insulin resistance index is significantly higher than that of the average levels in normal subjects).

    All experiments were performed according to the guidelines and regulations under HUST. The demographic and clinical details of the samples are provided in Table 1.

    After overnight fasting, 10-ml blood samples were obtained from the patients and placed in a test tube that contained EDTAK2 anticoagulant. Following centrifugation at 3000 rpm for 10 min, the plasma was stored at −80 °C for later use.

    Animals, Drug Treatment and Examination of Inflammatory Factors

    Adult female Balb/c mice and Sprague Dawley rats (purchased from Beijing Huafu Kang Biotechnology Co., Ltd., animal license number: SCXK (Beijing) 2014–0004) were group-housed and maintained in the SPF animal room of the Animal Experiment Center of HUST with a 12-hour light/dark cycle. The animal use and procedures were in accordance with the HUST Animal Ethics Committee regulations and requirements. All experiments were performed under HUST animal guidelines and regulations.

    The appropriate amount of olanzapine (TCI, Japan) was dissolved with 0.1 M hydrochloric acid solution, with 1 M sodium hydroxide solution to adjust the pH to 6.0. Olanzapine was intraperitoneally injected with dose justification as described and discussed in Wu, et al.50. Briefly, the injection doses were 10 mg/kg, injection volume of 10 ml/kg, with 0.1 M hydrochloric acid as the control. One week after the rodent animals were adaptively fed, they were randomly divided into two groups: the olanzapine treatment group and the control group. The olanzapine and control solvent were orally administered at 8:30 a.m. to 9 a.m. daily for 8 weeks.

    After 8 weeks of administration, the body weight, fasting blood glucose and insulin levels were measured, and the Homeostasis model assessment insulin resistance (HOMA-IR) was calculated as shown in Supplemental Table S2. HOMA-IR = fasting blood glucose (mmol/L) * fasting insulin (mU/L) /22.5. The oral glucose tolerance test (OGTT) was performed after the end of the administration, and the area under the blood glucose curve was calculated. Orbital blood samples were obtained in heparin-added EP tubes, plasma was collected, and white adipose tissue was carefully separated. The prefrontal cortex of the rat brains from the OS and OR groups were dissected and immediately stored at −80 °C for later use.

    Blood glucose was measured by a blood glucose detector. Insulin and inflammatory cytokines (TNF-α, IL-6, IL-8 and IL-1β) were measured using ELISA Kits (Neobioscience, China).

    Adipocyte Cell Line and Differentiation Process

    3T3-L1 fibroblasts (Shanghai Meixuan Biotechnology Co., Ltd.) were cultured in DMEM medium (which contained 4 mM L-glutamine, 4.5 g/L glucose and 10% fetal bovine serum) in a 5% CO2 incubator. After 2 days of fusion, the cells were stimulated for fat synthesis in DMEM medium that contained 25 mmol/L glucose, 0.5 mmol/L isobutylmethylxanthine, 1 mmol/L dexamethasone, 10 mg/ml insulin and 10% fetal bovine serum. After 3 days, the cells were changed using DMEM medium with 10 mg/ml insulin and 10% FBS. The medium was changed every 2 days during 10–14 day experiment, when 90–95% cells showed adipocyte phenotype.

    Olanzapine Treatment of Adipocytes

    After 3T3-L1 adipocytes (or transfected cells) were incubated with serum-free, high glucose, DMEM medium and olanzapine at the indicated concentrations were applied for the indicated time, the samples were incubated with 100 nM insulin or blank control solution without insulin for 30 min, and the supernatants were collected. The GOD-POD kit (Nanjing Jiancheng Bioengineering Institute, China) was used to determine the glucose content in the supernatants. The initial glucose content in the medium was subtracted from the glucose content in the supernatant to obtain the glucose content absorbed by the cells. The control cells were incubated with solvent only.

    Examination of Influence on Adipocyte Growth

    After the 3T3-L1 adipocytes were treated with olanzapine under the specified conditions, 10 µL CCK-8 solution was added, and the cells were incubated in an incubator at 37 °C for 2 h. The absorbance at 450 nm was measured using a microplate reader to calculate the effect of olanzapine on cell growth.

    Gene Expression and Knock-down

    IκBα siRNA and P50/p65 siRNA were synthesized by Shanghai Gemma (Ribobio, China). Briefly, prior to transfection, cells were harvested by trypsinization and collected, and the cell density was adjusted to 2 × 105/ml. Corresponding siRNAs were transfected into 3T3-L1 adipocytes using Lipofectamine rTM2000. The positive and vector siRNA were used to assess the transfection and knock-down efficiency. The levels of mRNA and protein expression of the target genes were detected after 48 hours.

    Western Blotting Analyses

    All cell lysates were collected via low-speed centrifugation. Briefly, cells were incubated ice-cooled lysis buffer for 30 minutes, vortexed and extracted the protein via centrifugation; the protein concentration was determined using the BCA method. SDS-PAGE electrophoresis and western blotting procedures were performed. Inflammation activates serine but not threonine phosphorylation of the insulin receptor substrate (IRS-1). Thus, the specific rabbit anti serine p-IRS1 antibody was purchased and applied in the present study, Cat:#2385, CST, USA, 1:500; the other corresponding protein primary antibodies used in this study were as follows: p65, (Cat:#8242, CST, USA, 1:2000); IκBα, (Cat:ab32518, Abcam, England, 1:2000); GLUT4, (Cat:ab33780, Abcam, England, 1:1000); p-AKT, (Cat:#4060, CST, USA, 1:2000); and GAPDH, (Cat:ab37168, Abcam, England, 1:10000). All primary antibodies were raised from rabbits; thus, a secondary antibody (HRP-Goat anti Rabbit, Cat:AS1107, ASPEN, USA, 1:10000) was used for each western blot analysis. Gel imager detection was performed with an X-ray film reader (Kodak, Japan). A cell membrane GLUT4 assay using a membrane protein extraction kit was used to determine the GLUT4 protein expression.

    Quantitative Real-Time PCR

    Approximately 100 mg of mouse adipose tissue was obtained and extracted by Trizol extraction (15596–026, Invitrogen™). The extracted RNA was added to the reverse transcription reaction system for reverse transcription. The primers for TNF-α were 5′-TCCCCAAAGGGATGAGAAGTT-3′ and 5′-GAGGAGGTTGACTTTCTCCTGG-3′. The primers for IL-6 were 5′-CTGGGAAATCGTGGAAATGAG-3′ and 5′-AAGGACTCTGGCTTTGTCTTTCT-3′. The primers for IL-1β were 5′-GGGCCTCAAAGGAAAGAATCT-3′ and 5′-GAGGTGCTGATGTACCAGTTGG-3′. The primers for IL-8 were 5′-GGCCCAATTACTAACAGGTTCC-3′ and 5′-TGACTTCACTGGAGTCCCGTAG-3′. The primers for GAPDH were 5′-TGAAGGGTGGAGCCAAAAG-3′ and 5′-AGTCTTCTGGGTGGCAGTGAT-3′. Real-time PCR was performed on a StepOne™ Real-Time PCR instrument using the SYBR® Premix Ex Taq™ kit (RR047A, TaKaRa, Japan). The calculation formula was as follows: ΔCt = Ct value of the target gene - Ct value of the reference gene; ΔΔCt = ΔCt of control group - ΔCt of the experimental group; the relative expression value of the target gene in the sample of the experimental group is 2ΔΔCt.

    Electrophoretic Mobility Shift Assay

    Following the cell intervention experiment, the nucleoprotein was extracted, and the protein concentration was determined with the purchased kit. Gel was prepared. After the gel was completely solidified, it was electrophoresed for 1 h at 100 v. After the pre-electrophoresis was completed, the precooled electrophoresis buffer was replaced, and 5 µl of 5x sample buffer was added to the sample mixture. Electrophoresis was then immediately performed at 150 v for 30–45 minutes. The positively charged nylon membrane was placed in a 0.5 x TBE for 10 minutes. After the electrophoresis was completed, the entire block of the sample was removed and transferred. After the membrane was completed, the membrane was marked and cross-linked under UV for 10 min. The membrane was blocked with blocking solution for 15 minutes. After being diluted 300-fold with blocking solution, the antibody was fully reacted with the membrane for 15 minutes. The membrane was subsequently washed and balanced. The image to the protein side of the membrane was taken. The film was scanned and analyzed with the AlphaEaseFC system. The oligos were AGTTGAGGGGACTTTCCCAGGC(5′−3′) and TCAACTCCCCTGAAAGGGTCCG(5′−3′).

    Statistical Analyses

    The PANSS scaling was used to measure the symptom severity of the patients with schizophrenia. The minimum scores for the positive, negative and general scales are 7, 7, and 16 and are used for the matched controls. Student’s t test was used to compare two groups for continuous variables. A Chi-square test was used to compare two groups for binary variables.

    SPSS19.0 (SPSS Inc., IBM, USA) was used to process all animal and cell experimental data as mean ± SD. Analysis of variance (ANOVA) was used to compare multiple groups, and the least significant difference (LSD) was used for comparisons among groups. A logistic regression model was used for variables of each inflammatory factor with covariates of the HOMA-IR index. Pearson correlation scores were calculated for every inflammatory factor and the normalized HOMA-IR index values.

    Statistical significance was set at p < 0.05. All experiments were repeated at least 3 times.

    Ethical approval and informed consent

    The use of all human samples and blood tissues in this study complied with the guidelines and regulations of the Tongji Medical College Ethics Committee of Huazhong University of Science and Technology (HUST). All experiments on human samples were approved by the Tongji Medical College Ethics Committee of HUST.

    All experiments on rodents were approved by the HUST Animal Ethics Committee and were performed under the HUST animal guidelines and regulations.



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