 EMC E20-065 : Advanced Analytics Specialist test
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Exam Number : E20-065
Exam Name : Advanced Analytics Specialist test
for Data Scientists
Vendor Name : EMC
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E20-065 test
Format | E20-065 Course Contents | E20-065 Course Outline | E20-065 test
Syllabus | E20-065 test
Objectives
Overview
This test
is a qualifying test
for the Specialist - Data Scientist, Advanced
Analytics (DCS-DS) track.
This test
focuses on MapReduce, the Hadoop Ecosystem, NoSQL, Natural
Language Processing, Social Network Analysis, Data Science Theory and Methods,
and Data Visualization.
Dell Technolgies provides free practice tests to assess your knowledge in
preparation for the exam. Practice tests allow you to become familiar with the
topics and question types you will find on the proctored exam. Your results on a
practice test offer one indication of how prepared you are for the proctored exam
and can highlight courses on which you need to study and train further. A passing
score on the practice test does not guarantee a passing score on the certification
exam.
Topics likely to be covered on this test
include:
MapReduce (15%)
• MapReduce framework and its implementation in Hadoop
• Hadoop Distributed File System (HDFS)
• Yet Another Resource Negotiator (YARN)
Hadoop Ecosystem and NoSQL (15%)
• Pig
• Hive
• NoSQL
• HBase
• Sparkv
Natural Language Processing (NLP) (20%)
• NLP and the four main categories of ambiguity
• Text Preprocessing
• Language Modeling
Social Network Analysis (SNA) (23%)
• SNA and Graph Theory
• Communities
• Network Problems and SNA Tools
Data Science Theory and Methods (15%)
• Simulation
• Random Forests
• Multinomial Logistic Regression and Maximum Entropy
Data Visualization (12%)
• Perception and Visualization
Visualization of Multivariate Data
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EMC Data education
Dell technologies is upgrading the efficiency of Dell EMC PowerStore commercial enterprise storage programs with new utility and automation capabilities. The enterprise is additionally introducing the PowerStore 500, a lower-cost model correct for a broader range of businesses and use instances with commercial enterprise performance and lines.
Jeff Boudreau, president and well-known manager, Infrastructure solutions group, Dell technologies, noted, “PowerStore is the quickest-growing new structure in Dell heritage. New and existing storage clients are seeing first-hand how its unique design, intense performance and standout automation capabilities help them innovate and preserve a competitive expertise. With nowadays’s announcements, we’ve made PowerStore quicker and smarter whereas making it less complicated for a broader range of corporations to get all started with the platform.”
Amit Luthra, Director & accepted supervisor, Storage structures & options, Dell applied sciences India, said, “As we movement forward in the new statistics period, we are gazing that the combination of large information era and unparalleled know-how innovation has given companies across segments a chance to develop into digital powerhouses. but despite this competencies, companies are struggling to manipulate the complexities of digital transformation, due to the fact statistics has develop into extra different and is now being created, processed and stored everywhere, from the part to the cloud. We at Dell technologies keep in mind these evolving challenges of our shoppers, and to satisfy these new necessities, we are upgrading the efficiency of Dell EMC PowerStore business storage systems. With its entertaining design, sensible performance and standout automation capabilities, PowerStore solution will enable shoppers to innovate and gain a competitive knowledge. together with this, we're chuffed to announce the launch of PowerStore 500, a lower-can charge mannequin, correct for a broader range of groups and use situations, with powerful performance and features”.
Dell applied sciences has globally shipped greater than 400 petabytes of PowerStore storage—roughly the equal as storing 136 billion songs as MP3 data—in additional than 60 countries in industries comparable to training, gaming, transportation, healthcare, retail and fiscal functions. New PowerStore users include Columbia Southern college, Habib financial institution, RealPage, saberVox, Tech facts, The school of Pisa, Tilly’s and Ultraleap.
software innovation
Enhancements in PowerStoreOS 2.0 may also be applied to new and current PowerStore appliances with zero disruptions to consumer operations:
·       efficiency advancements: PowerStore supports a wide range of workloads with its scale-up, scale-out architecture for block, file and VMware vSphere virtual Volumes. agencies now get more desirable efficiency from workloads on their PowerStore, achieving as much as 25% extra input/Output Operations Per 2nd (IOPS).
·       Infrastructure modernization: PowerStore extends the benefits of NVMe throughout the statistics core by using adding the choice of NVMe over Fibre Channel (NVMe-FC), which requires a simple utility replace and no extra hardware.
·       Scale-out with AppsON: The industry’s best storage array with a constructed-in VMware ESXi hypervisor makes it possible for shoppers to run functions without delay on the gadget the use of the AppsON function for superior performance, mobility and workload consolidation. Scale-out and equipment clustering additions to AppsON provide extra compute energy for storage-intensive applications at the facet in areas such as healthcare and large records analytics.
Eric Burgener, research vp, Infrastructure programs, systems and applied sciences group at IDC, talked about, “organizations present process digital transformation are looking for performance and flexibility to better help them accommodate traumatic new workloads and greater consolidate latest ones in distributed environments. The incorporation of recent applied sciences and enterprise-class storage management capabilities into lower can charge storage just like the Dell EMC PowerStore 500 deliver
additional options for purchasers while they force greater price for the money.”Â
increased intelligence
PowerStore updates automate data approaches and carry enhanced can charge discount rates:
·       clever records discount: PowerStore simplifies storage management by means of optimizing skill and performance while providing a guaranteed 4:1 statistics reduction. The array’s intelligent records discount performance is always operating without impacting efficiency.
·       greater resiliency: PowerStore’s Dynamic Resiliency Engine (DRE) helps clients maintain performance whereas safeguarding towards dual power failures. DRE gives up to 98% less administration effort in comparison to ordinary RAID configurations.
·       Smarter tiering: PowerStore uses storage type memory (SCM) as persistent storage and differentiates between SCM and general NVMe drives within the equipment, speeding metadata access for up to fifteen% decrease workload latency with an investment as low as a single Intel Optane D4800X pressure.Â
PowerStore’s automation capabilities are complimented by using Dell EMC CloudIQ, storage monitoring and analytics software that uses artificial and human intelligence to bring real-time efficiency and skill insights.
Introducing the PowerStore 500
The PowerStore 500 grants business performance and storage features at an accessible price aspect. PowerStore 500 is relevant to businesses of any dimension and might be utilized in faraway or branch places, edge environments or higher IT deployments. It’s additionally purchasable via Flex On Demand, enabling customers to purchase the know-how they want with payments that scale to in shape exact usage.
The array’s compact 2U form-component outlets as much as 1.2 petabytes and is in a position to coping with demanding business workloads, aiding up to 2.four million SQL transactions per minute and 1,500 VDI desktops per appliance. shoppers can mix varied PowerStore 500 home equipment for a cheap cluster it truly is effectively managed with automation and information mobility capabilities. For higher configurations, consumers can combine and healthy PowerStore fashions to scale as it needs alternate.
The Dell EMC Future-Proof application comprises each time improvements, the trade’s most bendy controller upgrade application. wonderful to Dell technologies, purchasers can boost or extend their PowerStore efficiency and potential after simplest one hundred eighty days.10 anytime enhancements, mixed with PowerStore’s adaptable structure, comfortably eliminates costly, disruptive platform migrations.
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