Sales Tel: +63 945 7983492  |  Email Us    
SMDC Residences

Air Residences

Features and Amenities

Reflective Pool
Function Terrace
Seating Alcoves

Air Residences

Green 2 Residences

Features and Amenities:

Wifi ready study area
Swimming Pool
Gym and Function Room

Green 2 Residences

Bloom Residences

Features and Amenities:

Recreational Area
2 Lap Pools
Ground Floor Commercial Areas

Bloom Residences

Leaf Residences

Features and Amenities:

3 Swimming Pools
Gym and Fitness Center
Outdoor Basketball Court

Leaf Residences

Contact Us

Contact us today for a no obligation quotation:


+63 945 7983492
+63 908 8820391

Copyright © 2018 SMDC :: SM Residences, All Rights Reserved.


































































IBMSPSSMPRO dumps with Real exam Questions and Practice Test - smresidences.com.ph

Great Place to download 100% free IBMSPSSMPRO braindumps, real exam questions and practice test with VCE exam simulator to ensure your 100% success in the IBMSPSSMPRO - smresidences.com.ph

Pass4sure IBMSPSSMPRO dumps | Killexams.com IBMSPSSMPRO real questions | http://smresidences.com.ph/

IBMSPSSMPRO IBM SPSS Modeler Professional(R) Certification

Study Guide Prepared by Killexams.com IBM Dumps Experts


Killexams.com IBMSPSSMPRO Dumps and Real Questions

100% Real Questions - Exam Pass Guarantee with High Marks - Just Memorize the Answers



IBMSPSSMPRO exam Dumps Source : IBM SPSS Modeler Professional(R) Certification

Test Code : IBMSPSSMPRO
Test Name : IBM SPSS Modeler Professional(R) Certification
Vendor Name : IBM
: 73 Real Questions

extraordinary source of first rate IBMSPSSMPRO mind dumps, correct answers.
That is high-quality, I passed my IBMSPSSMPRO exam closing week, and one exam in advance this month! As many humans component out right here, the ones thoughts dumps are a amazing manner to investigate, both for the exam, or handiest in your understanding! On my exams, I had masses of questions, precise thing I knew all the answers!!


Do not spill huge amount at IBMSPSSMPRO guides, checkout these questions.
I am confident to advise killexams.com IBMSPSSMPRO questions answers and exam simulator to every person who prepares to take their IBMSPSSMPRO exam. This is the maximum up to date preparation info for the IBMSPSSMPRO available on-line as it sincerely covers whole IBMSPSSMPRO exam, This one is surely top, which I can vouch for as I passed this IBMSPSSMPRO exam final week. Questions are up to date and correct, so I didnt have any trouble at some stage in the exam and got right marks and I distinctly advise killexams.com


right location to find IBMSPSSMPRO actual test questions paper.
The precise answers had been no longer tough to consider. My information of emulating the killexams.com became absolutely appealing, as I made all right replies within the exam IBMSPSSMPRO. Much preferred to the killexams.com for the help. I advantageously took the exam preparation inside 12 days. The presentation fashion of this aide turned into simple without any lengthened solutions or knotty clarifications. Some of the topic which might be so difficult and tough as rightly are instruct so superbly.


am i able to find dumps Q & A modern IBMSPSSMPRO examination?
It isnt always the first time i am the usage of killexamsfor my IBMSPSSMPRO exam, i have tried their materials for a few vendors exams, and havent failed once. I absolutely rely upon this guidance. This time, I also had a few technical issues with my pc, so I needed to touch their customer service to double test some thing. Theyve been high-quality and have helped me sort matters out, even though the hassle changed into on my give up, no longer their software program.


How many days required for IBMSPSSMPRO preparation?
I passed IBMSPSSMPRO paper inside weeks,thanks in your exquisite QA have a examine materials.Score ninety six percent. I am very assured now that i can do higher in my last three test and absolutely use your exercise material and suggest it to my friends. Thank you very a good deal to your outstanding exam simulator product.


Do you need real test qustions of IBMSPSSMPRO exam?
The have a test material of IBMSPSSMPRO exam is printed rightly for get prepared internal a short time period. killexams.com Questions & solutions made me marks 88% in the wake of answering all questions ninety mins of time. The exampaper IBMSPSSMPRO has severa study materials in industrial employer region. But it got to be rather difficult for me to select the exquisite one. Be that as it is able to after my brother asked that I used killexams.com Questions & answers, I didnt test for different books. An awful lot obliged for supporting me.


Dumps today's IBMSPSSMPRO exam are to be had now.
im very glad with the IBMSPSSMPRO QAs, it helped me lot in exam center. i can without a doubt come for different IBM certifications also.


Did you attempted this wonderful source of real exam questions.
Being a network professional, I notion appearing for IBMSPSSMPRO exam would genuinely assist me in my career. however, due totime restrains practise for the exam have become absolutely tough for me. i used to be searching out a testguide that may make matters better for me. killexams.com dumps labored like wonders for me as this is a scientificanswer for extra specified test. all of sudden, with its help, I managed to finish the exam in only 70 mins which is surely a shocking. thanks to killexams.com material.


i've placed a terrific source contemporary IBMSPSSMPRO material.
killexams.com tackled all my troubles. Thinking about lengthy question and answers have become a test. Anyways with concise, my making plans for IBMSPSSMPRO exam changed into truely an agreeable revel in. I correctly passed this exam with 79% marks. It helped me dont forget with out lifting a finger and solace. The Questions & solutions in killexams.com are becoming for get prepared for this exam. Lots obliged killexams.com on your backing. I should think about for lengthy simply whilst I used killexams. Motivation and excellent Reinforcement of novices is one subject matter which i discovered hard however their assist make it so smooth.


Do you need real exam questions modern-day IBMSPSSMPRO exam to pass the examination?
Im impressed to look the feedback that IBMSPSSMPRO braindump is up to date. The modifications are very new and that i did no longerassume to discover them everywhere. I simply took my first IBMSPSSMPRO exam so this one may be the next step. Gonna order quickly.


IBM IBM SPSS Modeler Professional(R)

A Pure Play On Self-service big statistics Prep And Analytics: look ahead to Smarter Valuation Entry point | killexams.com Real Questions and Pass4sure dumps

No outcomes found, try new key phrase!the general analytics professional reviews basic use of five equipment – the leaders being, open source statistical programming language R (which is supported by means of Alteryx), IBM SPSS data, the SAS p...

IBM Watson Studio Spark executions the use of RStudio IDE | killexams.com Real Questions and Pass4sure dumps

in this publish i'll reveal you a way to use the IBM Watson Studio Spark executions the usage of RStudio IDE, which launched from Watson Studio initiatives.

RStudio IDE

RStudio is the premier built-in construction atmosphere (IDE) for R programmers. Watson Studio gives a convenient method of loading and executing R scripts.

Spark service

Watson Studio offers creating Spark execution environments internal projects to execute Spark courses within the cloud.

Launch RStudio IDE

Refer RStudio launch tutorial. This documentation aims RStudio with undertaking and it isn't yet purchasable in all information facilities.

operating Spark programs from RStudio

RStudio uses the brand new sparklyr package (http://spark.rstudio.com/index.html) to join with the Spark kernel gateway on the cloud the usage of Spark-as-a-carrier interactive APIs. The sparklyr equipment comprises a dplyr interface to Spark records frames in addition to an R interface to Spark’s disbursed computing device learning pipelines.

that you would be able to use your present Spark instances from RStudio. to use this function, run right here steps:

1 Load and monitor purchasable Spark circumstances

2 hook up with a Spark instance

three Run dplyr APIs and Spark’s dispensed laptop learning libraries

4 monitor tables for Spark loaded records sets

5 View logs for Spark kernel interaction

6 View Spark join repute and fix or disconnect

listing accessible Spark cases

in the event you birth RStudio two info are created in the working listing (don’t delete them!):  1) config.yml file — Lists your entire accessible Spark situations.  2) .Rprofile file — Configures your Spark environment.

These data are created under your home directory, /home/rstudio. If the working directory is different from the domestic directory, which you could copy the config.yml and .RProfile files to your latest working directory.

that you would be able to load and screen Spark circumstances through the use of the load_spark_kernels() and display_spark_kernels() R features . example:

This feature lists handiest your presently accessible Spark instances. in order for you an extra Spark illustration, create it in Watson Studio Environments.

join with the chosen Spark illustration

To hook up with Spark, run the spark_connect R function. for instance:

sc <- spark_connect(config = kernels[1])

After this Spark context is created, all subsequent operations may be achieved the usage of this Spark example:

as soon as linked to Spark they will see connection status like below

Run dplyr APIs and Spark’s disbursed computer gaining knowledge of libraries

To run dplyr functions, load the dplyr package after which run the copy_to feature the use of the Spark context. for example:

library(dplyr) localDF <- data.body(name=c("John", "Smith", "Sarah", "Mike", "Bob"), age=c(19, 23, 18, 25, 30)) sampletbl <- copy_to(sc, localDF, "sampleTbl")

This creates a Spark statistics body on the far flung kernel in response to a local R information frame, and displays the local references in the Spark view:

View the table for Spark loaded facts units

Spark View indicates all the remote Spark statistics frames. that you would be able to click on on the table icon to display sample views of these tables.

View the log for Spark kernel interplay

that you could opt for the Logs icon to view the entire calls to the Spark illustration.

View Spark connect fame and fix or disconnect a service

that you would be able to view the connection reputation on the Spark View, and you'll connect to or disconnect from a Spark carrier.

connect Disconnect read venture info in Spark

RStudio offers utility feature get_project_asset_path() to simplify entry to undertaking asset data from spark jobs. here is the example to load assignment file in spark and create spark records frame

# R interface for Apache Sparklibrary(sparklyr)

library(dplyr)

# load kernelskernels <- load_spark_kernels()

# screen kernelsdisplay_spark_kernels()

# connect with their spark kernelsc <- spark_connect(config = kernels[1])

# create a route to Tim's test bucketpath <- get_project_asset_path("airline15krows.csv")

# study the usage of sparklyr package airline15krows_tbl <- spark_read_csv(sc,identify = "airline15krows", course = course, delimiter="|", infer_schema = FALSE)

# list all tablessrc_tbls(sc)head(airline15krows_tbl,4)

Examples

which you can find the illustration R script files in the /ibm-sparkaas-demos folder under your domestic listing. These examples demonstrate scenarios that you would be able to run with Spark in RStudio.

spark-kernel-primary.R

Creates standard R records frames and generates remote Spark statistics frames based on the local R records frames. also runs some basic filters and DBI queries.

sparkaas_mtcars.R

masses the widely wide-spread mtcars R statistics body and then generates a Spark facts frame for the mtcars statistics body. It then does transformations to create a training facts set and runs a linear mannequin on the practising statistics set.

sparkaas_flights.R

hundreds some greater facts sets, creates ggplot for prolong and runs windows capabilities. See sparklyr — R interface for Apache Spark for extra assistance.

See additionally sparklyr Examples for extra examples.

Mahesh Kurapati is an Advisory software Engineer with the IBM Analytics group. Mahesh’s simple center of attention is on the building of a lot of micro-functions for IBM information Science journey. Mahesh is concerned in the building of quite a few glowing.information aspects and SparkaaS integration with RStudio. With greater than two decades of journey in application building, Mahesh has contributed key functionalities to IBM items including SPSS statistics, SPSS Modeler, and SPSS Analytics Server.

at first published at datascience.ibm.com on September 28, 2016.


comparing the leading huge information analytics utility options | killexams.com Real Questions and Pass4sure dumps

there are many companies selling products categorised as huge information analytics application. however, it be difficult to...

differentiate these items in line with functionality alone, as most of the tools share an identical aspects and capabilities. moreover, one of the equipment show extraordinarily subtle modifications.

That being referred to, your key differentiating components will likely center of attention on balancing ease of use, algorithmic sophistication and value in the case of your company's ability and degree of maturity in analytics.

in this article, they assess items from nine massive information analytics application vendors: Alteryx Inc., IBM, KNIME AG, Microsoft, Oracle, RapidMiner Inc., SAP, SAS Institute Inc. and Teradata Corp. Some of these vendors provide more than one device. See the "main vendors of big records analytics utility" sidebar under for extra particulars about their specific product choices.

These vendors symbolize distinctive facets of the huge statistics analytics market. Let's compare and contrast the ways that these products meet the company needs of person businesses.

Analyst competencies and expertise 

Some records analytics equipment are targeted to newbie clients, some are centered to expert information analysts and a few are engineered to attraction to both kinds of users.

products equivalent to IBM SPSS Modeler, RapidMiner's tools, Oracle advanced Analytics and the automated Analytics edition of SAP BusinessObjects Predictive Analytics are commonly designed to enable clients with a limited history in data or records evaluation to analyze statistics, develop analytical models and design analytics workflows with little or no coding.

while each and every seller wraps its core analytics add-ons with an intuitive consumer interface to e-book the analyst's progress in records training, analysis, after which model design and validation, the approach taken might also fluctuate, mainly when evaluating a stand-alone product, reminiscent of RapidMiner, with one it's a element of a larger suite, such because the Oracle product.

tools similar to IBM SPSS information, KNIME Analytics Platform, the professional Analytics module of SAP BusinessObjects Predictive Analytics, Microsoft R and the Teradata Aster Analytics platform give the more refined performance that skilled users expect. Oracle R advanced Analytics for Hadoop (ORAAH), probably the most add-ons in the Oracle huge statistics utility Connectors suite, gives an R interface for manipulating Hadoop disbursed File system data and writing mapper and reducer capabilities in R. this adaptability may be appealing to greater superior facts scientists.

Alteryx and SAS enterprise Miner present performance adapted to the person's stage of abilities, and essentially fall into each classes. Alteryx has introduced improvements to information profiling to assist information scientists more suitable consider their records sources. standard, SAS commercial enterprise Miner and IBM's SPSS equipment stand out when it involves helping greater advanced analytical techniques and model scoring, as well as a broader array of evaluation features, together with neural networks, association analysis and visualization capabilities.

Analytical variety

counting on the use case and software, your firm's clients can be required to support several types of analytics capabilities so as to use specific forms of modeling, equivalent to regression, clustering, segmentation, conduct modeling and decision timber.

whereas this has resulted in large support for the a variety of styles of analytical modeling at a high degree, some providers have invested decades of work into tweaking distinctive versions of their algorithms and including more subtle performance. or not it's important to remember which models are most principal to your company issues and to consider the products in terms of how they most desirable serve your users' enterprise wants.

it's vital to have in mind which fashions are most relevant to your enterprise complications and to evaluate the items when it comes to how they most advantageous serve your clients' business wants.

The more mature and better-end -- and, accordingly, bigger-priced -- equipment will reveal the most effective analytical breadth. Oracle statistics Miner contains an array of widespread desktop studying approaches to support clustering, predictive mining and text mining. both variations of IBM's SPSS product give a various set of analytical strategies and models. And SAS business Miner supports many algorithms and strategies, together with determination timber, time collection, neural networks, linear and logistic regression, sequence and internet route analysis, market basket analysis, and hyperlink evaluation.

The more recent era -- and, in some circumstances, reduce-priced -- products support different fashions, but in all probability with a narrower latitude of algorithmic sophistication.

The model inventory in Alteryx Analytics Gallery includes such capabilities as regression evaluation, determination trees, association rule analysis, classification and time sequence analysis. KNIME comprises strategies for text mining, photograph mining and time collection analysis, and also integrates laptop getting to know algorithms from other open supply tasks, corresponding to Weka and JFreeChart.

another factor of analytical diversity is integration with programming languages and statistical equipment, comparable to R, for incorporating current libraries, in addition to user-described performance. in reality, integration with R may well be considered an increasingly crucial differentiator.

Alteryx designer, Microsoft R, SAS enterprise Miner, Teradata Aster Analytics, Oracle's ORAAH and KNIME's Analytics Platform all interface and guide integration with R. a few of the carriers, including IBM, Oracle, Microsoft, RapidMiner and SAP, deliver a transforming into library of extensions to R and Python, enabling users to take expertise of free libraries.

Scope of the records to be analyzed

There are multiple facets of the scope of the data to be analyzed, including the problem of structured vs. unstructured advice, as well as entry to typical on-premises databases and facts warehouses, cloud-primarily based facts sources, and statistics managed in big records systems, comparable to Hadoop.

although, there are various levels of help for data managed inside less-generic information lakes -- either managed within Hadoop or in another NoSQL information administration device intended to provide horizontal scaling. The elements for distinguishing among the items must be in keeping with your company's specific requirements for getting access to and processing statistics volumes and information variety.

In consciousness of the turning out to be variety of enter sources and the range of underlying techniques used to apartment these records units, an additional set of rising facets it truly is being adopted by way of these companies contains data accessibility. IBM, RapidMiner, Alteryx, Oracle and Microsoft have all more desirable their equipment' statistics import, export and connectivity capabilities. These enhancements may still allow clients to entry a greater complete listing of facts sources whereas simplifying and speeding up the system of loading data into the products.

aid for scalability and excessive performance

The want for scalable performance is pushed by your organization's information volumes and urge for food for evaluation. Smaller groups with much less statistics could be in a position to tolerate products that won't have efficiency features that scale with the purchasable resources, such as the entry-stage models of the reduce-end tools, together with RapidMiner, KNIME, Microsoft R Open and Alteryx fashion designer, that can run on computing device programs and don't require extra server add-ons.

better organizations usually tend to have a more advantageous stock of information units to research, in addition to broader communities of clients. This introduces two further requirements -- excessive performance and facilitation of collaboration. The adaptability of a product to high-efficiency architectures is a very good indication of scalability, and most of the products can be adapted to the parallelism of Hadoop or employ any other means of achieving faster computation.

all of the products do have some support for Hadoop, together with IBM SPSS Modeler and SPSS data; RapidMiner's business element Radoop, which connects the Studio front conclusion and Server analysis engine to data stored in Hadoop; Oracle's big records Discovery and ORAAH equipment; and KNIME's huge facts Extensions and Cluster Execution add-ins.

IBM SPSS now also provides enhanced support for a couple of multithreaded analytical algorithms that may additionally pace performance. Teradata Aster Analytics addresses high-performance necessities through its hugely Parallel Processing structure. SAP's skilled Analytics version of SAP BusinessObjects Predictive Analytics can execute in-memory data mining for handling large-extent statistics analysis efficiently. Microsoft R Server leverages its ScaleR module, a finished library of big facts analytics algorithms that assist parallelization. Scoring algorithms carried out the usage of SAS enterprise Miner can also be deployed and finished within a Hadoop atmosphere.

moreover, integration with Apache Spark appears to be of growing magnitude. SPSS, KNIME, Oracle, RapidMiner and SAP all give access to Apache Spark libraries to help analytics purposes that deserve to scale with exploding information volumes. This allows for developed functions to take expertise of a high-efficiency cluster platform to distribute the workflow across the cluster.

Collaboration

As mentioned, the larger the firm, the greater seemingly there might be a necessity to share analyses, models and functions throughout diverse businesses and amongst many analysts. organizations that have many analysts distributed throughout the commercial enterprise might also seek elevated skill to share models and collaborate concerning the interpretation of outcomes.

IBM's SPSS Modeler Gold version gives collaboration capabilities, and RapidMiner's Server product gives guide for sharing and collaboration. Alteryx Analytics Gallery provides a mechanism for sharing subtle analytics applications within the cloud with members of a long firm. KNIME presents industrial extensions to assist team collaboration, in addition to extensions supporting operational collaboration, akin to faraway-scheduled execution, record generation, shared statistics house and a workflow repository. SAS enterprise Miner's customer-server architecture allows for enterprise users and information analysts to work collaboratively by way of sharing fashions and different work items.

Alteryx, KNIME and Teradata Aster have added capabilities to aid manipulate analytical workflows. also, probably the most companies have started to look at how you can permit their equipment to combine with others that may additionally have complementary practical sweet spots. as an instance, Teradata Aster now has an extension to combine with KNIME that makes it possible for clients to leverage the KNIME workflow editor and include Aster Analytics capabilities into these workflows.

vendor measurement and product integration

carriers can be in comparison in terms of their size. One might compare and contrast what could be stated as the mega-providers, whose large records analytics tools are just one product among a massive portfolio of equipment. in case you work for a bigger organization that customarily negotiates site-large, commercial enterprise licenses for the entire suite of a supplier's equipment from a mega-supplier such as IBM, SAS, SAP or Oracle can be an affordable alternative.

The huge providers promote massive statistics analytics equipment that are part of a a whole lot bigger device ecosystem. possibly, the products from a mega-seller could be as a minimum a little bit built-in and intended to work collectively. moreover, some people consider extra comfortable with greater carriers, with an expectation of steadiness and consistent consumer provider. having said that, you may additionally only be capable of acquire these big information analytics tools as a part of a a good deal higher utility licensing association.

Smaller providers, corresponding to KNIME, Alteryx and RapidMiner, have revenues which are generally in keeping with licensing and guide for a small number of large data analytics products. A smaller dealer may deliver nearer contact with their product management and innovation teams, and you'll be capable of affect the direction of the product roadmap or better performance.

A smaller seller may even be more bendy in terms of fee and the elements included within the licensing arrangement. You should recognize, however, that working with a smaller dealer does latest some possibility in terms of steadiness, the supplies purchasable for aid and the chance that the company may be bought, that may affect the customer relationship.

The greater carriers are obviously attentive to consumer wants for integration with different techniques, despite the fact that commonly facilities on other items within each and every supplier's stock. for example, SAP Predictive Analytics has improved integration with SAP HANA and BusinessObjects Cloud. SAS commercial enterprise Miner has brought nodes to execute code in a SAS open, cloud-ready, in-reminiscence Viya ambiance. Microsoft presents SQL Server R services, an R setting up that runs alongside SQL Server and allows users to combine Microsoft R Server statistics with SQL Server and Microsoft's other business intelligence equipment.

budget for licensing and maintenance

nearly all the providers promote diverse models or variants of their items, with a number charges for acquisition and complete cost of operation. IBM, Oracle, RapidMiner, Teradata and Microsoft sell variations at distinct tiers, with the license cost proportional to the points, capabilities and freedom from boundaries in terms of the volumes of statistics to be analyzed or the number of processing nodes the product can use.

KNIME and RapidMiner deliver free and open source types of their items, either charging for support features or for versions helping business-category functions. KNIME, RapidMiner and Alteryx have surprisingly low licensing fees for a smaller variety of users. if you are considering SAS or SAP, you should contact them for pricing alternatives.

The marketplace for massive data analytics application may also be a confusing location, however confidently this article has helped you keep in mind the benefits massive information analytics application can provide your organization, and assisted you in differentiating between the specific tools examined right here.


Obviously it is hard assignment to pick solid certification questions/answers assets concerning review, reputation and validity since individuals get sham because of picking incorrectly benefit. Killexams.com ensure to serve its customers best to its assets concerning exam dumps update and validity. The vast majority of other's sham report objection customers come to us for the brain dumps and pass their exams cheerfully and effectively. They never trade off on their review, reputation and quality because killexams review, killexams reputation and killexams customer certainty is vital to us. Uniquely they deal with killexams.com review, killexams.com reputation, killexams.com sham report grievance, killexams.com trust, killexams.com validity, killexams.com report and killexams.com scam. In the event that you see any false report posted by their rivals with the name killexams sham report grievance web, killexams.com sham report, killexams.com scam, killexams.com dissension or something like this, simply remember there are constantly terrible individuals harming reputation of good administrations because of their advantages. There are a great many fulfilled clients that pass their exams utilizing killexams.com brain dumps, killexams PDF questions, killexams hone questions, killexams exam simulator. Visit Killexams.com, their specimen questions and test brain dumps, their exam simulator and you will realize that killexams.com is the best brain dumps site.

Back to Braindumps Menu


000-034 braindumps | 700-501 test questions | ST0-47W bootcamp | 250-310 test prep | M2040-724 free pdf | M2050-242 cram | S10-300 questions and answers | MB5-292 questions answers | HP2-B44 pdf download | M2050-655 cheat sheets | C2020-701 practice test | HP0-M36 braindumps | M70-101 real questions | 1Y0-A04 practice questions | 132-S-900.7 practice questions | M2140-648 exam questions | AND-402 test prep | 190-847 brain dumps | 000-M94 practice test | 000-976 questions and answers |


Real IBMSPSSMPRO questions that appeared in test today
killexams.com IBM Certification contemplate guides are setup by means of IT specialists. A great many people grumbling that there are an examcollection of questions in this kind of monster amount of instruction exams and exam asset, and they might be nowadays can not bear to deal with the charge of any additional. Seeing killexams.com specialists instructional meeting this far achieving interpretation while by the by affirmation that each one the becoming acquainted with is anchored after signi

killexams.com have its specialists operative ceaselessly for the gathering of real exam questions of IBMSPSSMPRO exam. All the pass4sure Questions and Answers of IBMSPSSMPRO accumulated by their team are appeared into and updated by their IBMSPSSMPRO certified team. they have an approach to keep associated with the candidates showed up within the IBMSPSSMPRO exam to induce their reviews regarding the IBMSPSSMPRO exam, they have an approach to accumulate IBMSPSSMPRO exam tips and tricks, their effort regarding the techniques applied as an area of the important IBMSPSSMPRO exam, the errors they did within the actual test and presently modify their braindumps as required. Click http://killexams.com/pass4sure/exam-detail/IBMSPSSMPRO killexams.com Discount Coupons and Promo Codes are as underneath; WC2017 : 60% Discount Coupon for all tests on website PROF17 : 10% Discount Coupon for Orders over $69 DEAL17 : 15% Discount Coupon for Orders larger than $99 SEPSPECIAL : 10% Special Discount Coupon for All Orders When you fancy their pass 4 sure Questions and Answers, you will sense positive regarding each one of the topic matters of test and feel that your knowledge has been notably captive forward. These killexams.com Questions and Answers are not merely practice questions, those are actual test Questions and Answers that are sufficient to pass the IBMSPSSMPRO exam at the first attempt.

killexams.com enables an expansive number of candidates to pass the exams and get their accreditation. They have countless audits. Their dumps are strong, direct, updated and of really best quality to vanquish the difficulties of any IT certifications. killexams.com exam dumps are latest updated in exceedingly clobber route on general introduce and material is released once in a while. Latest killexams.com dumps are open in testing centers with whom they are keeping up their relationship to get latest material.

killexams.com IBM Certification study aides are setup by IT specialists. Groups of understudies have been whimpering that an over the top number of inquiries in such countless exams and study help, and they are as of late can not bear to deal with the cost of any more. Seeing killexams.com authorities work out this broad interpretation while still certification that all the learning is anchored after significant research and exam. Everything is to make comfort for hopefuls on their road to attestation.

We have Tested and Approved IBMSPSSMPRO Exams. killexams.com gives the most genuine and latest IT exam materials which essentially contain all data centers. With the guide of their IBMSPSSMPRO study materials, you don't need to waste your possibility on examining reference books and just need to consume 10-20 hours to expert their IBMSPSSMPRO genuine inquiries and answers. Whats more, they outfit you with PDF Version and Software Version exam inquiries and answers. For Software Version materials, Its offered to give the competitors reenact the IBM IBMSPSSMPRO exam in a genuine domain.

We give free updates. Inside authenticity period, if IBMSPSSMPRO brain dumps that you have acquired updated, they will educate you by email to download latest variation of . In case you don't pass your IBM IBM SPSS Modeler Professional(R) Certification exam, They will give you full refund. You need to send the verified copy of your IBMSPSSMPRO exam report card to us. Consequent to attesting, they will quickly give you FULL REFUND.

killexams.com Huge Discount Coupons and Promo Codes are as under;
WC2017: 60% Discount Coupon for all exams on website
PROF17: 10% Discount Coupon for Orders greater than $69
DEAL17: 15% Discount Coupon for Orders greater than $99
DECSPECIAL: 10% Special Discount Coupon for All Orders


If you prepare for the IBM IBMSPSSMPRO exam using their testing engine. It is definitely not hard to win for all certifications in the principal endeavor. You don't need to deal with all dumps or any free deluge/rapidshare all stuff. They offer free demo of each IT Certification Dumps. You can take a gander at the interface, question quality and usability of their preparation exams before you buy.

IBMSPSSMPRO | IBMSPSSMPRO | IBMSPSSMPRO | IBMSPSSMPRO | IBMSPSSMPRO | IBMSPSSMPRO


Killexams C2010-570 sample test | Killexams VACC practice test | Killexams HP2-N53 questions and answers | Killexams 3X0-103 real questions | Killexams COG-400 braindumps | Killexams HPE2-E65 practice questions | Killexams 250-309 pdf download | Killexams HP0-Y24 test prep | Killexams 190-840 free pdf | Killexams 300-160 exam questions | Killexams 70-697 study guide | Killexams 000-922 dump | Killexams JN0-541 free pdf download | Killexams 000-962 Practice Test | Killexams 9A0-303 test questions | Killexams JN0-633 free pdf | Killexams 000-448 exam prep | Killexams ST0-025 practice questions | Killexams 70-504-CSharp dumps questions | Killexams C2040-411 questions and answers |


killexams.com huge List of Exam Braindumps

View Complete list of Killexams.com Brain dumps


Killexams C2150-537 questions and answers | Killexams C2020-605 exam prep | Killexams ST0-91X pdf download | Killexams P11-101 practice questions | Killexams C9550-412 real questions | Killexams 000-025 exam questions | Killexams 2V0-602 questions and answers | Killexams C2090-622 practice exam | Killexams C2090-625 cheat sheets | Killexams HP3-R95 test prep | Killexams HP2-N48 practice test | Killexams M2060-729 real questions | Killexams VCS-277 free pdf | Killexams 3C00120A braindumps | Killexams 000-M90 dump | Killexams 642-145 Practice Test | Killexams C4090-453 test questions | Killexams M2180-651 test prep | Killexams ST0-47W bootcamp | Killexams ICTS VCE |


IBM SPSS Modeler Professional(R) Certification

Pass 4 sure IBMSPSSMPRO dumps | Killexams.com IBMSPSSMPRO real questions | http://smresidences.com.ph/

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!the average analytics professional reports primary use of five tools – the leaders being, open source statistical programming language R (which is supported by Alteryx), IBM SPSS Statistics, the SAS p...

Unfriendly Skies: Predicting Flight Cancellations Using Weather Data, Part 3 | killexams.com real questions and Pass4sure dumps

Tim Bohn and Ricardo Balduino

Piarco Airport, Trinidad in the 1950s, Copyright John Hill, Creative Commons Attribution-Share Alike 4.0

In Part 1 of this series, they wrote about their goal to explore a use case and use various machine learning platforms to see how they might build classification models with those platforms to predict flight cancellations. Specifically, they hoped to predict the probability of the cancellation of flights between the ten U.S. airports most affected by weather. They used historical flight data and historical weather data to make predictions for upcoming flights.

In Part 2, they started their exploration with IBM SPSS Modeler and APIs from The Weather Company. With this post, they look at IBM’s Watson Studio.

Tools used in this use case solution

Watson Studio is a collaborative platform for data scientists, built on open-source components and IBM added value, which is available in the cloud or on-premise. In the simplest terms, Watson Studio is a managed Apache Spark cluster with a Notebook front-end. By default, it includes integration with data tools like a data catalog and data refinery, Watson Machine Learning services, collaboration capability, Model Management, and the ability to automatically review a model’s performance and refresh/retrain the model with new data — and IBM is quickly adding more capabilities. Read here to see what IBM is doing lately for data science.

A python notebook solution

In this case, they followed roughly the same steps they used in the SPSS model from Part 2, only this time they wrote python code in a Jupyter notebook to get similar results. They encourage readers to come up with their own solutions. Let us know. We’d love to feature your approaches in future blog posts.

The first step of the iterative process is gathering and understanding the data needed to train and test their model. Since they did this work for part 2, they made use of the analysis here.

Flights data — We gathered data for 2016 flights from the US Bureau of Transportation Statistics website. The website allowed us to export one month at a time, so they ended up with twelve csv (comma separated value) files. Importing those as dataframes and merging into a single dataframe was straightforward.

Weather data — With the latitude and longitude of the 10 Most Weather-Delayed U.S. Major Airports, they used one of the Weather Company’s API’s to get the historical hourly weather data for all of 2016 for each of the 10 airport locations and created a csv file that became their data set in the notebook.

Combined flights and weather data — To each flight in the first data set, they added two new columns: ORIGIN and DEST, containing the respective airport codes. Next, they merged flight data and the weather data so that the resulting dataframe contained the flight data along with the weather for the corresponding Origin and Destination airports.

Data preparation, modeling, and evaluation

To start preparing the data, they used the combined flights and weather data from the previous step and performed some cleanup. They deleted columns of features that they didn’t need, and replaced null values in rows where flight cancellations were not related to weather conditions.

Next, they took the features they discovered when they created a model using SPSS (such as flight date, hour, day of the week, origin and destination airport codes, and weather conditions) and they used them as inputs to their python model. They also chose the target feature for the model to predict: the cancellation status. They deleted the remaining features.

Next, they ran OneHotEncoder on the four categorical features. One-hot encoding is a process by which categorical features get converted into a format that works better with certain algorithms, like classification and regression. Figure 2 shows the number of feature columns, expanded significantly with one hot encoding.

Figure 2 — One-hot encoding expands 4 feature columns into many more

Interestingly, the flight data is heavily imbalanced. Specifically, as seen in Figure 3, of all the flights in the data set only a small percentage are actually cancelled.

Figure 3 — Historical data: distribution of cancelled (1) and non-cancelled (0) flights

To address that skewedness in the original data, they tried oversampling the minority class, under sampling the majority class, and a combination of both — but none of these approaches worked well. They then tried something called SMOTE (Synthetic Minority Over-Sampling Technique), an algorithm that provides an advanced over-sampling algorithm to deal with imbalanced datasets. Since it generates synthetic examples rather than just using replication, it helped their selected model work more effectively by mitigating the problem of overfitting that random oversampling can cause. SMOTE isn’t considered effective for high dimensional data, but that isn’t the case here.

In Figure 4, they notice a balanced distribution between cancelled and non-cancelled flights after running the data through SMOTE.

Figure 4 — Distribution of cancelled and non-cancelled flights after using SMOTE

It’s important to mention is that they applied SMOTE only to the training data set, not the test data set. A detailed blog by Nick Becker guided their choices in the notebook.

At this point, they used the Random Forest Classifier for their model. It did the best when they used SPSS so they used again in their notebook. They have several ideas for a second iteration of their model in order to tune it, one of which is to try multiple algorithms to see how they compare.

Since this use case deals with classification analysis, they used some of the common ways to evaluate the performance of the model: the confusion matrix, F1 score and ROC curve, among some others. Figures 5 and 6 show the results.

Figure 5 — Test/Validation Results Figure 6 — ROC curve for training data set

Figure 6 is the ROC curve from the training data set. Figure 5 shows us that the results from the training and test data sets are pretty close, which is a good indication of consistency, though they realize that with some tuning it could get better. Nevertheless, they decided that the results were still good for the purposes of their discussion in this blog, and they stopped their iterations here. They encourage readers to refine the model further or even to use other models to solve this use case.

Conclusion

This was a project to compare creating a model in IBM’s SPSS with IBM’s Watson Studio. SPSS offers a no-code experience while Watson Studio offers the best of open-source coding capability with many IBM value adds. SPSS is an amazing product and gets better with every release, adding many new capabilities.

IBM’s Watson Studio is a great platform for both the beginning and experienced data scientist. Anyone can log in and have immediate access to a managed Spark cluster with a choice of a Jupyter notebook front-end using Scala, Python or R, SPSS and visual data modeler (no coding). It offers easy collaboration with other users, including adding other data scientists who could then look over their shoulders and make suggestions. The community is active and has already contributed dozens of tutorials, data sets and notebooks. If they had added Watson Machine Learning, they could very easily have deployed and managed their model with an instant REST endpoint to call from any application. If their data was changing, they could have WML review their model periodically and retrain it with any new data if their metric (ROC Curve) value fell below a given threshold. That, along with new data cataloging and data refinery tooling added recently, make this a platform worth checking out for any data science project.

SPSS has a lot, but not everything. Writing the python code in a notebook was a bit more time-consuming than what they did in SPSS, but it also gave quite a bit more flexibility and freedom. They had access to everything in the python libraries, and of course, one of the benefits of python as an open-source language is the trove of helpful examples.

I would say both platforms have their place, and neither can claim to be better for everything. Those doing data science for the first time will probably find SPSS an easier place to start given its drag-and-drop user interface. Those who have come out of school as programming wizards will want to write code, and DSX will give them a great way to do that without worrying about installing, configuring, and correctly integrating various product versions.

Resources

The IBM notebook and data that form the basis for this blog are available on Github.


IBM Launches Apache Spark-Based Data Science Experience | killexams.com real questions and Pass4sure dumps

First Name: Last Name: E-mail Address: Password: Confirm Password: Username:

Title: C-Level/President Manager VP Staff (Associate/Analyst/etc.) Director

Function:

Role in IT decision-making process: Align Business & IT Goals Create IT Strategy Determine IT Needs Manage Vendor Relationships Evaluate/Specify Brands or Vendors Other Role Authorize Purchases Not Involved

Work Phone: Company: Company Size: Industry: Street Address City: Zip/postal code State/Province: Country:

Occasionally, they send subscribers special offers from select partners. Would you like to receive these special partner offers via e-mail? Yes No

Your registration with Eweek will include the following free email newsletter(s): News & Views

By submitting your wireless number, you agree that eWEEK, its related properties, and vendor partners providing content you view may contact you using contact center technology. Your consent is not required to view content or use site features.

By clicking on the "Register" button below, I agree that I have carefully read the Terms of Service and the Privacy Policy and I agree to be legally bound by all such terms.

Register

Continue without consent      


Direct Download of over 5500 Certification Exams

3COM [8 Certification Exam(s) ]
AccessData [1 Certification Exam(s) ]
ACFE [1 Certification Exam(s) ]
ACI [3 Certification Exam(s) ]
Acme-Packet [1 Certification Exam(s) ]
ACSM [4 Certification Exam(s) ]
ACT [1 Certification Exam(s) ]
Admission-Tests [13 Certification Exam(s) ]
ADOBE [93 Certification Exam(s) ]
AFP [1 Certification Exam(s) ]
AICPA [2 Certification Exam(s) ]
AIIM [1 Certification Exam(s) ]
Alcatel-Lucent [13 Certification Exam(s) ]
Alfresco [1 Certification Exam(s) ]
Altiris [3 Certification Exam(s) ]
Amazon [2 Certification Exam(s) ]
American-College [2 Certification Exam(s) ]
Android [4 Certification Exam(s) ]
APA [1 Certification Exam(s) ]
APC [2 Certification Exam(s) ]
APICS [2 Certification Exam(s) ]
Apple [69 Certification Exam(s) ]
AppSense [1 Certification Exam(s) ]
APTUSC [1 Certification Exam(s) ]
Arizona-Education [1 Certification Exam(s) ]
ARM [1 Certification Exam(s) ]
Aruba [6 Certification Exam(s) ]
ASIS [2 Certification Exam(s) ]
ASQ [3 Certification Exam(s) ]
ASTQB [8 Certification Exam(s) ]
Autodesk [2 Certification Exam(s) ]
Avaya [96 Certification Exam(s) ]
AXELOS [1 Certification Exam(s) ]
Axis [1 Certification Exam(s) ]
Banking [1 Certification Exam(s) ]
BEA [5 Certification Exam(s) ]
BICSI [2 Certification Exam(s) ]
BlackBerry [17 Certification Exam(s) ]
BlueCoat [2 Certification Exam(s) ]
Brocade [4 Certification Exam(s) ]
Business-Objects [11 Certification Exam(s) ]
Business-Tests [4 Certification Exam(s) ]
CA-Technologies [21 Certification Exam(s) ]
Certification-Board [10 Certification Exam(s) ]
Certiport [3 Certification Exam(s) ]
CheckPoint [41 Certification Exam(s) ]
CIDQ [1 Certification Exam(s) ]
CIPS [4 Certification Exam(s) ]
Cisco [318 Certification Exam(s) ]
Citrix [48 Certification Exam(s) ]
CIW [18 Certification Exam(s) ]
Cloudera [10 Certification Exam(s) ]
Cognos [19 Certification Exam(s) ]
College-Board [2 Certification Exam(s) ]
CompTIA [76 Certification Exam(s) ]
ComputerAssociates [6 Certification Exam(s) ]
Consultant [2 Certification Exam(s) ]
Counselor [4 Certification Exam(s) ]
CPP-Institue [2 Certification Exam(s) ]
CPP-Institute [1 Certification Exam(s) ]
CSP [1 Certification Exam(s) ]
CWNA [1 Certification Exam(s) ]
CWNP [13 Certification Exam(s) ]
Dassault [2 Certification Exam(s) ]
DELL [9 Certification Exam(s) ]
DMI [1 Certification Exam(s) ]
DRI [1 Certification Exam(s) ]
ECCouncil [21 Certification Exam(s) ]
ECDL [1 Certification Exam(s) ]
EMC [129 Certification Exam(s) ]
Enterasys [13 Certification Exam(s) ]
Ericsson [5 Certification Exam(s) ]
ESPA [1 Certification Exam(s) ]
Esri [2 Certification Exam(s) ]
ExamExpress [15 Certification Exam(s) ]
Exin [40 Certification Exam(s) ]
ExtremeNetworks [3 Certification Exam(s) ]
F5-Networks [20 Certification Exam(s) ]
FCTC [2 Certification Exam(s) ]
Filemaker [9 Certification Exam(s) ]
Financial [36 Certification Exam(s) ]
Food [4 Certification Exam(s) ]
Fortinet [13 Certification Exam(s) ]
Foundry [6 Certification Exam(s) ]
FSMTB [1 Certification Exam(s) ]
Fujitsu [2 Certification Exam(s) ]
GAQM [9 Certification Exam(s) ]
Genesys [4 Certification Exam(s) ]
GIAC [15 Certification Exam(s) ]
Google [4 Certification Exam(s) ]
GuidanceSoftware [2 Certification Exam(s) ]
H3C [1 Certification Exam(s) ]
HDI [9 Certification Exam(s) ]
Healthcare [3 Certification Exam(s) ]
HIPAA [2 Certification Exam(s) ]
Hitachi [30 Certification Exam(s) ]
Hortonworks [4 Certification Exam(s) ]
Hospitality [2 Certification Exam(s) ]
HP [750 Certification Exam(s) ]
HR [4 Certification Exam(s) ]
HRCI [1 Certification Exam(s) ]
Huawei [21 Certification Exam(s) ]
Hyperion [10 Certification Exam(s) ]
IAAP [1 Certification Exam(s) ]
IAHCSMM [1 Certification Exam(s) ]
IBM [1532 Certification Exam(s) ]
IBQH [1 Certification Exam(s) ]
ICAI [1 Certification Exam(s) ]
ICDL [6 Certification Exam(s) ]
IEEE [1 Certification Exam(s) ]
IELTS [1 Certification Exam(s) ]
IFPUG [1 Certification Exam(s) ]
IIA [3 Certification Exam(s) ]
IIBA [2 Certification Exam(s) ]
IISFA [1 Certification Exam(s) ]
Intel [2 Certification Exam(s) ]
IQN [1 Certification Exam(s) ]
IRS [1 Certification Exam(s) ]
ISA [1 Certification Exam(s) ]
ISACA [4 Certification Exam(s) ]
ISC2 [6 Certification Exam(s) ]
ISEB [24 Certification Exam(s) ]
Isilon [4 Certification Exam(s) ]
ISM [6 Certification Exam(s) ]
iSQI [7 Certification Exam(s) ]
ITEC [1 Certification Exam(s) ]
Juniper [64 Certification Exam(s) ]
LEED [1 Certification Exam(s) ]
Legato [5 Certification Exam(s) ]
Liferay [1 Certification Exam(s) ]
Logical-Operations [1 Certification Exam(s) ]
Lotus [66 Certification Exam(s) ]
LPI [24 Certification Exam(s) ]
LSI [3 Certification Exam(s) ]
Magento [3 Certification Exam(s) ]
Maintenance [2 Certification Exam(s) ]
McAfee [8 Certification Exam(s) ]
McData [3 Certification Exam(s) ]
Medical [69 Certification Exam(s) ]
Microsoft [374 Certification Exam(s) ]
Mile2 [3 Certification Exam(s) ]
Military [1 Certification Exam(s) ]
Misc [1 Certification Exam(s) ]
Motorola [7 Certification Exam(s) ]
mySQL [4 Certification Exam(s) ]
NBSTSA [1 Certification Exam(s) ]
NCEES [2 Certification Exam(s) ]
NCIDQ [1 Certification Exam(s) ]
NCLEX [2 Certification Exam(s) ]
Network-General [12 Certification Exam(s) ]
NetworkAppliance [39 Certification Exam(s) ]
NI [1 Certification Exam(s) ]
NIELIT [1 Certification Exam(s) ]
Nokia [6 Certification Exam(s) ]
Nortel [130 Certification Exam(s) ]
Novell [37 Certification Exam(s) ]
OMG [10 Certification Exam(s) ]
Oracle [279 Certification Exam(s) ]
P&C [2 Certification Exam(s) ]
Palo-Alto [4 Certification Exam(s) ]
PARCC [1 Certification Exam(s) ]
PayPal [1 Certification Exam(s) ]
Pegasystems [12 Certification Exam(s) ]
PEOPLECERT [4 Certification Exam(s) ]
PMI [15 Certification Exam(s) ]
Polycom [2 Certification Exam(s) ]
PostgreSQL-CE [1 Certification Exam(s) ]
Prince2 [6 Certification Exam(s) ]
PRMIA [1 Certification Exam(s) ]
PsychCorp [1 Certification Exam(s) ]
PTCB [2 Certification Exam(s) ]
QAI [1 Certification Exam(s) ]
QlikView [1 Certification Exam(s) ]
Quality-Assurance [7 Certification Exam(s) ]
RACC [1 Certification Exam(s) ]
Real-Estate [1 Certification Exam(s) ]
RedHat [8 Certification Exam(s) ]
RES [5 Certification Exam(s) ]
Riverbed [8 Certification Exam(s) ]
RSA [15 Certification Exam(s) ]
Sair [8 Certification Exam(s) ]
Salesforce [5 Certification Exam(s) ]
SANS [1 Certification Exam(s) ]
SAP [98 Certification Exam(s) ]
SASInstitute [15 Certification Exam(s) ]
SAT [1 Certification Exam(s) ]
SCO [10 Certification Exam(s) ]
SCP [6 Certification Exam(s) ]
SDI [3 Certification Exam(s) ]
See-Beyond [1 Certification Exam(s) ]
Siemens [1 Certification Exam(s) ]
Snia [7 Certification Exam(s) ]
SOA [15 Certification Exam(s) ]
Social-Work-Board [4 Certification Exam(s) ]
SpringSource [1 Certification Exam(s) ]
SUN [63 Certification Exam(s) ]
SUSE [1 Certification Exam(s) ]
Sybase [17 Certification Exam(s) ]
Symantec [134 Certification Exam(s) ]
Teacher-Certification [4 Certification Exam(s) ]
The-Open-Group [8 Certification Exam(s) ]
TIA [3 Certification Exam(s) ]
Tibco [18 Certification Exam(s) ]
Trainers [3 Certification Exam(s) ]
Trend [1 Certification Exam(s) ]
TruSecure [1 Certification Exam(s) ]
USMLE [1 Certification Exam(s) ]
VCE [6 Certification Exam(s) ]
Veeam [2 Certification Exam(s) ]
Veritas [33 Certification Exam(s) ]
Vmware [58 Certification Exam(s) ]
Wonderlic [2 Certification Exam(s) ]
Worldatwork [2 Certification Exam(s) ]
XML-Master [3 Certification Exam(s) ]
Zend [6 Certification Exam(s) ]





References :


Dropmark : http://killexams.dropmark.com/367904/11734412
Wordpress : http://wp.me/p7SJ6L-1kM
Issu : https://issuu.com/trutrainers/docs/ibmspssmpro
Dropmark-Text : http://killexams.dropmark.com/367904/12296133
Blogspot : http://killexamsbraindump.blogspot.com/2017/11/real-ibmspssmpro-questions-that.html
RSS Feed : http://feeds.feedburner.com/FreePass4sureIbmspssmproQuestionBank
Box.net : https://app.box.com/s/kpyen7p76jcoh0ny0d5y1r8m0nmzaqb5
publitas.com : https://view.publitas.com/trutrainers-inc/dont-miss-these-ibm-ibmspssmpro-dumps
zoho.com : https://docs.zoho.com/file/60eu6798d4497af7c4e41bea1b71e24b7ac7d






Back to Main Page





Killexams exams | Killexams certification | Pass4Sure questions and answers | Pass4sure | pass-guaratee | best test preparation | best training guides | examcollection | killexams | killexams review | killexams legit | kill example | kill example journalism | kill exams reviews | kill exam ripoff report | review | review quizlet | review login | review archives | review sheet | legitimate | legit | legitimacy | legitimation | legit check | legitimate program | legitimize | legitimate business | legitimate definition | legit site | legit online banking | legit website | legitimacy definition | pass 4 sure | pass for sure | p4s | pass4sure certification | pass4sure exam | IT certification | IT Exam | certification material provider | pass4sure login | pass4sure exams | pass4sure reviews | pass4sure aws | pass4sure security | pass4sure cisco | pass4sure coupon | pass4sure dumps | pass4sure cissp | pass4sure braindumps | pass4sure test | pass4sure torrent | pass4sure download | pass4surekey | pass4sure cap | pass4sure free | examsoft | examsoft login | exams | exams free | examsolutions | exams4pilots | examsoft download | exams questions | examslocal | exams practice |

www.pass4surez.com | www.killcerts.com | www.search4exams.com | http://smresidences.com.ph/