Data102 - Data 102 Final Project, Fall 2022. Data 102 Final Project, Fall 2022. Due Date: Monday December 12, 2022 at 11:59 PM. In this project, you will complete a guided analysis for a dataset of your choice. We have curated a list of suggested datasets, but you are welcome to select an external dataset.

 
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The Ultrastar Data102 provides up to 1.2PB1 of raw storage in a compact and efficient form factor. HGST HelioSeal® drives ensure cool running, quiet operation and high reliability. A high performance data tier can be set up for demanding applications by using SSDs in up to 24 of the drive slots.You can change this IP address through the Data102 SIP portal. This article does not apply to customer's using hosted handset. Setting a static IP address on an extension that does not have a dedicated IP will result in broken service!! Changing your SIP Trunk's IP Address 1. Log into the Data102 SIP portal.You can change this IP address through the Data102 SIP portal. This article does not apply to customer's using hosted handset. Setting a static IP address on an extension that does not have a dedicated IP will result in broken service!! Changing your SIP Trunk's IP Address 1. Log into the Data102 SIP portal.Data102 has accomplished the task of providing Southern Colorado a nationally competitive destination for enterprise IT solutions. Today, Data102 provides comprehensive collocation, bandwidth and design solutions to customers nationwide — all backed by a top management team, experienced engineers, expertise with leading-edge technologies and SSAE18 II certification.Also available as part of: Core Designer. University of Virginia Data Science. Southern Connecticut State University. The University of Applied Sciences and Arts of Western Switzerland. University of Kansas.Information on Data102's email filtering service. General (3) Internet Service (6) MagnaVoIP SIP Services (43) Option9 UCaaS (28) Option9 Information. Web Hosting (1) Information on Data102's web hosting platform. Most Popular Articles. SIP & ISDN Hangup Cause Codes Q.850 to SIP Code Table The hangup causes are mostly taken from the ITU-T Q.850We would like to show you a description here but the site won’t allow us.Information on Data102's email filtering service. General (3) Internet Service (6) MagnaVoIP SIP Services (43) Option9 UCaaS (28) Option9 Information. Web Hosting (1) Information on Data102's web hosting platform. המאמרים הנפוצים ביותר. Mitel 5000 Create SIP Trunk Groups1. ...The building Data102 - COS02 sits in has a footprint of 18,342 sq ft, which is about 1,704 square meters. Last updated: Apr 06 2024. Data102 - COS02 is a data center in Colorado Springs, Colorado run by Data102. The Data Center Journal's details on Data102 - COS02 will help you make an informed decision.Course materials for students in Data 102 Spring 2024. Jupyter Notebook 0 0 0 0 Updated 2 days ago. ds-102-book Public. Textbook for Data 102. Jupyter Notebook 11 CC-BY-SA …Data102). 1.1. Expansion Configuration Rules According to chapter 4.10 in the Ultrastar Data60 / Data102 user guide, the Ultrastar Data60 / Data102 support configurations up to four enclosures. The expansion capability is up to 4 expansion units using Ultrastar Data60 / Data102, whether there are mixed XCubeDAS series models.The Ultrastar Data102 is a key element of next-generation disaggregated storage and software-defined storage (SDS) systems, delivering high density and the flexibility to balance performance with cost. The Ultrastar Data102 provides up to 1.2PB of raw storage in a compact and efficient form factor. HGST HelioSeal® drives ensure cool running ...1.1 Ultrastar ® Data102 Description 1.1 Ultrastar® Data102 Description Figure 2: Ultrastar Data102 The Ultrastar® Data102 is a 4U form factor, high availability, high density, rack-mounted storage enclosure that is capable of hosting up to 102 SAS or SATA drives.Data, Inference, and Decisions#. This is a draft textbook for Data 102, created as a supplement to other course material. Acknowledgements#. This course and its content would not be possible without a large team of faculty and students who developed the material and refined it over the course of many semesters.Do you want to research connection speed for Data102? TestMy.net's Download Speed Test and Upload Speed Test log connection information to allow users to research real world Internet speed test results. TestMy.net's speed test database stores information on millions of Internet connections. This tool can average connection speed for any ...7. Set the Filename and "Server Backup Manager" to the same value: "sbm1.stor.data102.com" for Colorado, "sbm2.stor.data102.com" for Pennsylvania. 8. Once this information is entered and verified, the backup manager will be contacted to find its Public Key and the IP address that it will use for outbound connections.Get the latest, up-to-date information from Data102 with our @Data102Alerts twitter feed. We use this feed ONLY for significant updates to the operations at Data102 - no spam, no advertising, purely operational. Step 1 - Get a twitter account & sign in. Step 1a - Associate your phone number with your twitter account for SMS updates.Data102 operates both authoritative and recursing/resolving name servers. Authoritative Name... General BGP Information1. Data102 accepts up to a /24 on all announcements, and filters... Colocation & Bandwidth Services Phone: 888-328-2102 / 719-387-0000Email (ticket):...Find the latest MainStay Conservative Allocation Fund Class I (MCKIX) stock quote, history, news and other vital information to help you with your stock trading and investing.Blanking Panels. What is a blanking panel? A blanking panel is a ~19" wide by 1.75" piece of plastic that can clip into the rail-holes of our cabinets, and they are usually black.Data102 has begun rolling out combination locks to many cabinets throughout our facilities, and encourage customers to utilize them when available. Please see the combination lock reset method listed below, so that you know exactly how, and how NOT, to reset your combo lock.jilliancriscuolo / data102-final Public. Notifications Fork 1; Star 0. This is the final project for Data 102 at the University of California, Berkeley. This project was to conduct a guided analysis for a dataset of our choice, selected from 3 major topics (or data of your choice). We chose to work with the transportation data set, as well as ...Ultrastar Data102. The Ultrastar Data102 is a key element of next‑generation disaggregated storage and software-defined storage (SDS) systems, delivering high density and the flexibility to balance performance with cost. High density - Up to 102 HGST HelioSeal ® HDDs providing up to 1.2PB of raw storage in a 4U enclosureData102 (now Colohouse) IT Services and IT Consulting Colorado Springs, CO TURNKEY Wholesale Import and Export Lume Cloud (now Colohouse) IT Services and IT Consulting ...ColoHouse will continue to execute integrations of Lume Cloud, Data102, Quonix, Turnkey Internet, and Steadfast throughout 2022. The company is focused on creating an industry-leading IT platform and one-of-a-kind customer partnerships and experiences. # # # About Steadfast. Data 102: Data Inference and Decisions. This course d evelops the probabilistic foundations of decision-making in data science and builds a comprehensive view of the modeling and decision-making life cycle in data science including its human, social, and ethical implications. Topics include frequentist and Bayesian decision-making, permutation ... Data 102 Final Project, Fall 2022. Data 102 Final Project, Fall 2022. Due Date: Monday December 12, 2022 at 11:59 PM. In this project, you will complete a guided analysis for a dataset of your choice. We have curated a list of suggested datasets, but you are welcome to select an external dataset.Data102 Refrence Sheet 2.pdf. Probability falseomission in ti D Tt in TruePositive as in a Ire so a repairo i renting n me Bayes Rule ANDB RBASPCA PCAB PCA TN pass Pas oftotalprobability aw p NAIBtrainers Pushes I E lx is theidtotthe all dist fol FPR I Likelihood ration Ha LRC s . DATA C102. University of California, Berkeley.Configuring your DNS records is a critical step in putting your DirectMX service to use for you! You will need to configure your DNS to use the following servers as your inbound MX hosts:Trying to decide my final CS class for my major requirement (L&S CS). 189 is machine learning and 100 is just pure applied data science. I think 100 is more practical but if you're trying to get a job with machine learning in the title then go for 189. I took both and think that 100 gave me more immediate skills that are relevant not just to ...We would like to show you a description here but the site won’t allow us.Data102 located at 102 S Tejon St UNIT 220, Colorado Springs, CO 80903 - reviews, ratings, hours, phone number, directions, and more.Data102 operates two dater centers across one city: Colorado Springs. The total building footprint of Data102's two facilities is NaN sq ft. Their largest facility is Data102 - COS01 with a footprint of 18,342 sq ft. Out of Data102's two facilities, one is carrier-neutral. Data102's facilities are connected to four fiber cable lines, including ...The following chapters are particularly relevant to this class: Chapter 2 covers decision theory. Chapter 8 covers datasets: even though we won't be talking about this much in Data 102, this is an extremely important topic to know about for doing real-world data science. Chapters 9 and 10 cover causal inference.Western Digital's Ultrastar Serv60+8 Hybrid Storage Server, Ultrastar Data60 Hybrid Storage Platform and Ultrastar Data102 Hybrid Storage Platform. IsoVibe ™ Vibration Isolation Technology. Precise cuts in the baseboard provide a suspension for the drives in the chassis, isolating them from transmitted vibration.ColoHouse, a full suite provider of colocation, cloud and managed services, announces its acquisition of Quonix, including Data102, and Turnkey Internet data centers, further expanding the company's market footprint and services. This acquisition expands the ColoHouse portfolio by three locations and over 300 colocation customers in Albany, NY, Philadelphia, PA, and Colorado Springs, CO.Is it worthwhile taking CS189 and Data102 together in the same semester? They seem to have a slight bit of overlap in the material, but both seem very interesting. Definitely worthwhile, the overlap is small and the workload of 102 is definitely manageable especially compared to 189. I took them in consecutive semesters but could just as easily ...1. Tuesday 01/17/23. Course Overview, Making Decisions Under Uncertainty. (Optional reading) Artificial Intelligence — The Revolution Hasn’t Happened Yet. (Optional reading) What are the most important statistical ideas of the past 50 years? Slides ( Annotated) Recording. 2.The Ultrastar Data102 3000 Series Hybrid Storage Platform is a key element of next-generation disaggregated storage and software-defined storage (SDS) systems, delivering high density and the flexibility to balance performance with cost. The storage platform provides immense amounts of raw storage in a compact and eficient form factor.General BGP Information 1. Data102 accepts up to a /24 on all announcements, and filters aggressively. a. this excludes Real-Time Blackhole routes, which can be sent ONLY as a /32. b. Customer's with multiple links and under a /24 - we will accept the smaller routes, but they will be aggregated to the InternetNov 8, 2021 · View Data102 (www.data102.com) location in Colorado, United States , revenue, industry and description. Find related and similar companies as well as employees by title and much more. How to setup call recording on an extension 1. Once in the MagnaVoIP Portal, go to the extension that you would like to setup call recording on.Up to 102 Ultrastar He12 HDDs (SAS or SATA) Hybrid support for up to 24 SSDs (SAS or SATA) for a data acceleration tier. Up to 1.4PB of raw storage in 4U. Choose dual-port SAS for high availability or single-port SATA for low cost. 4 rack units, 1047mm depth. Up to 12 x 12Gb/s SAS-3 host connections.If you've been underwhelmed with other recipe sites because they seem to give you thousands of recipes but not a whole lot of useful information, Yummly is a free and intuitive rec...Getting your voicemail up, working and customized is a snap. Follow these easy instructions to get setup and working quickly! Dial in to the voicemail system using your VoIP phone Installation Installation Guide 5.2 Ultrastar Data102 Installation Procedure Step 6 : Install the outer rails into the rack. Pay special attention to which side is being installed. The embossed R is for the right side and L is for the left side. Right and Left refer to when you are facing the front of the rack. This is the final project for Data 102 at the University of California, Berkeley. This project was to conduct a guided analysis for a dataset of our choice, selected from 3 major topics (or data of your choice).Data102 provides comprehensive collocation, bandwidth, and design solutions to customers. On November 9th, 2021, Data102 was acquired by ColoHouse. Use the CB Insights Platform to explore Data102's full profile.Manufacturer. Western Digital Corporation: Manufacturer Part Number. 1ES1885: Manufacturer Website Address. http://www.wdc.com: Brand Name. HGST: Product Line ...Please enter a number between 8 and 64 for the password length Password Length. Generated PasswordAvailable via Piazza/Labs/Office hours. Enrollment cap of 250 is firm. Instructors cannot change anything about that. There is no course textbook, and lectures are of particular importance. (Watch them twice!) Email [email protected] for enrollment related questions.Do you want to research connection speed for Data102? TestMy.net's Download Speed Test and Upload Speed Test log connection information to allow users to research real world Internet speed test results. TestMy.net's speed test database stores information on millions of Internet connections. This tool can average connection speed for any ...Learn how to use probabilistic models and methods for data analysis, inference, and decision-making in data science. Explore topics such as frequentist and Bayesian statistics, causal inference, machine learning, and ethical implications. Product Documentation. Country/Region: United States. Western Digital provides data storage solutions, including systems, HDD, Flash SSD, memory and personal data solutions to help customers capture and preserve their most valued data. Otherwise, email [email protected]. DSP students who receive approved assignment accommodations will have a 2-day extension on homeworks and 1-day extension on labs and vitamins. Please note that any extension, plus slip days, cannot exceed 5 days. DSP students can submit assignment extension accommodation requests via the Extenuating ...The Ultrastar Data102 hybrid storage platform is a key element of next-generation disaggregated storage and Software-Defined Storage (SDS) systems. The Ultrastar Data102 provides up to 2.65PB1 of raw storage in 4U in a compact and efficient form factor. The Ultrastar Data102 addresses the demanding storage needs of large enterprise …Proceed to Enclosure Power On (page 78). 5.10 Enclosure Power On This procedure provides instructions for powering on an Ultrastar Data102 . Before you begin: Complete the instructions in Shipping Screws Installation (page 77). Page 88 Step 1 : Plug the enclosure power cords into a PDU to power the enclosure.The Ultrastar Data102 is a key element of next-generation disaggregated storage and software-defined storage (SDS) systems, delivering high density and the flexibility to balance performance with cost. The Ultrastar Data102 provides up to 2.2PB of raw storage. This platform addresses the demanding storage needs of large enterprise customers ...Call Recording *1 - one touch call recording. When you are involved in a phone conversation, if your extension has the call recording features active, you can record calls by pressing *1.Nov 11, 2021 · November 11, 2021. ColoHouse, a full suite provider of colocation, cloud and managed services has acquired Quonix, including Data102, and Turnkey Internet data centers, further expanding the company’s market footprint and services. The acquisition expands the ColoHouse portfolio by three locations and more than 300 colocation customers in ... How to setup call recording on an extension 1. Once in the MagnaVoIP Portal, go to the extension that you would like to setup call recording on.Up to 102 Ultrastar He12 HDDs (SAS or SATA) Hybrid support for up to 24 SSDs (SAS or SATA) for a data acceleration tier. Up to 1.4PB of raw storage in 4U. Choose dual-port SAS for high availability or single-port SATA for low cost. 4 rack units, 1047mm depth. Up to 12 x 12Gb/s SAS-3 host connections.Knowledgebase. DDoS Protection Service. What it does. Data102 operates a platform for detecting and mitigating DDoS attacks on IP blocks transiting Data102's network. In the case that a client IP address is attacked by a D/DoS, our platform automatically detects it and blackholes / null-routes all traffic coming in to that IP address.Jump-start your scholarship search with our guide to scholarships, databases, and financial aid advice. Updated April 18, 2023 thebestschools.org is an advertising-supported site. ...Data102. Regulatory Model. H4102-J Document. D018-000232-000 Revision. 03 February 2023. SCSI Enclosure Services Specification Table of Contents Table of Contents.Preface Who Should Read This Guide All MagnaVoIP HostedPBX extension owners should read this. The guide describes how you can interact with the system using the phone terminal keypad.No changes to the Philadelphia customers, either -- 800-248-1736 still takes you straight to the PHL staff. Billing can now be sent to our Colorado Springs location, [email protected] / [email protected], and mail to 102 S Tejon #220, Colorado Springs, CO 80903.Learn how to use probabilistic models and methods for data analysis, inference, and decision-making in data science. Explore topics such as frequentist and Bayesian …Ultrastar® Data102. The Western Digital System Integration Lab tested the Ultrastar Data102 for the following hardware components and operating systems to demonstrate functional compatibility. Other combinations of hardware and software are expected to function with this product family but have not been evaluated.Jul 11, 2018 ... Overview of the Western Digital Ultrastar Data102 storage platform and RAIDIX-based data storage system. What is good about big JBODs?We would like to show you a description here but the site won’t allow us.ColoHouse, a full suite provider of colocation, cloud and managed services, announces its acquisition of Quonix, including Data102, and Turnkey Internet data centers, further expanding the company's market footprint and services. This acquisition expands the ColoHouse portfolio by three locations and over 300 colocation customers in Albany, NY, Philadelphia, PA, and Colorado Springs, CO.Information on Data102's email filtering service. General (3) Internet Service (6) MagnaVoIP SIP Services (43) Option9 UCaaS (28) Option9 Information. Web Hosting (1) Information on Data102's web hosting platform. Most Popular Articles. SIP & ISDN Hangup Cause Codes Q.850 to SIP Code Table The hangup causes are mostly taken from the ITU-T Q.850Place orders by 1:00 PM, PST to make the final call for shipping December 19th-20th Receive free next-day shipping (UPS) on purchases $100 or more before taxes delivered within the contiguous United States, excluding addresses in Hawaii, Alaska, Puerto Rico and other U.S. territories.The Ultrastar Data102 is a key element of next-generation disaggregated storage and software-defined storage (SDS) systems, delivering high density and the flexibility to balance performance with cost. The Ultrastar Data102 provides up to 2.0PB 1 of raw storage using our 20TB SMR HDDs in a compact and efficient form factor. Western DigitalData102 will notify customers point of contact upon receipt of a shipped item, and will include the tracking number. If the package is not picked up or alternate arrangements made: After 15 days, Data102 will notify the POC again of the shipment; After 30 days, Data102 will notify the POC one last time of the shipmentDescription. Check the latest revision of the Ultrastar Data60 or Data102 User Guides to see if the Active Optical Cable is a part of the approved cable list. If it is not on the approved cable list, please use an approved cable. This information is generally found in the Host Connectivity section of the User Guide.Lab Lab 1: Review and Warm-Up (due Jan 24 at 5 PM) Jan 23. Lecture 3. p -Values and Multiple Hypothesis Testing. Jan 24. Discussion Discussion 1 ( Answers) Jan 25. Lecture 4. False Discovery Rate Control & ROC Curves. Vitamin Vitamin 2 (due Jan 28 at 11:59 PM)Hepatitis is the medical term for inflammation of the liver. It has a number of causes, leading to different types. Written by a GP. Try our Symptom Checker Got any other symptoms?...Phone numbers that you can bring in from an existing provider. Ordina subito. A partire da $14.95 USDData102’s Colorado Spring data center (COS02) is located at 102 S. Tejon Street., Suite #220, Colorado Springs, CO 80903, and is one of two data center facilities that is owned and operated by Data102 in Colorado Springs. The data center is located in Alamo building, part of the plaza of the Rockies in the downtown business district.Included below are the instructions to configure a smarthost on Exchange 2007 and 2010. Please note these instructions are provided "as-is" as Data102 does not directly support Microsoft Exchange. For further assistance consult the Microsoft TechNet Library. INSTRUCTIONS/PROCEDURE 1) Open the Exchange Management ConsoleThese courses cover the probabilistic tools that will form the underpinning for the concepts covered in Data 102. Math: Math 54, Math 56, Math 110, both EE 16A and EE 16B, STAT 89a, or Physics 89. We will need some basic concepts like linear operators, eigenvectors, derivatives, and integrals to enable statistical inference and derive new ...The Data102 has storage capacities up to 2.65PB and the Data60 has up to 1.56TB in a 4U enclosure that includes IsoVibe and ArticFlow technologies for improved performance and reliability. The ...The Ultrastar Data102 3000 Series Hybrid Storage Platform is a key element of next-generation disaggregated storage and software-defined storage (SDS) systems, delivering high density and the flexibility to balance performance with cost. The storage platform provides immense amounts of raw storage in a compact and eficient form factor.You can change this IP address through the Data102 SIP portal. This article does not apply to customer's using hosted handset. Setting a static IP address on an extension that does not have a dedicated IP will result in broken service!! Changing your SIP Trunk's IP Address 1. Log into the Data102 SIP portal. Operating Company. Data102. Optimum Network Services was founded in 1997 as a result of the telecom consolidation of the late '90s. ONS started as an idea, a lease on small datacenter space, and no customers, but grew readily and steadily. In 2004 ONS brought on some new staff, and in early 2006 Auctoris Holdings purchased ONS and a new era began. About Data102 Data102 is a Colorado data center and IT services provider. The company offers products and services such as managed firewalls, hosting, collocation and bandwidth. The team at Data102 is proud to be able to deliver affordability, reliability and flexibility, as well as an unparalleled level of customer service.

Also available as part of: Core Designer. University of Virginia Data Science. Southern Connecticut State University. The University of Applied Sciences and Arts of Western Switzerland. University of Kansas.. Jason gillenwater paramedic

data102

Data102 Statistics and Figures. Data102 operates two dater centers across one city: Colorado Springs. The total building footprint of Data102's two facilities is NaN …Ultrastar Data60和Data102是下一代去集成化存储和SDS基础结构的关键要素。Ultrastar Serv60+8是包含计算能力的高容量混合存储服务器。这些Ultrastar平台可满足需求密集型、共享硬盘或混合存储的大型企业客户、OEM、云服务提供商和集成商的严格需求。Knowledgebase. DDoS Protection Service. What it does. Data102 operates a platform for detecting and mitigating DDoS attacks on IP blocks transiting Data102's network. In the case that a client IP address is attacked by a D/DoS, our platform automatically detects it and blackholes / null-routes all traffic coming in to that IP address.Ultrastar Data60/Data102/Serv60+8 – LSIGet 052020 (May2020) and ScrutinyCLI version 26.0.0.0 causes IOM Expander crash and enclosure storage outage Purpose/Background: Running ScrutinyCLI version 26.0.0.0 from the command line non-interactively will cause a general exception expander crash.Data102 operates two dater centers across one city: Colorado Springs. The total building footprint of Data102's two facilities is NaN sq ft. Their largest facility is Data102 - COS01 with a footprint of 18,342 sq ft. Out of Data102's two facilities, one is carrier-neutral. Data102's facilities are connected to four fiber cable lines, including ...Jan 18, 2022 · This syllabus is under development and is subject to change. Due dates for homework and lab assignments will be announced later. If you are requesting an extension for a HW or lab assignment (due to DSP accommodations), please email the course email ([email protected]) prior to the original deadline date. Please avoid emailing the professors. WD Ultrastar Data102 SE-4U102-12F04 - Storage enclosure - 1224 TB - 102 bays (SAS-3) - HDD 12 TB x 102 - rack-mountable - 4U 1ES0309View Data102 (www.data102.com) location in Colorado, United States , revenue, industry and description. Find related and similar companies as well as employees by title and much more.Due dates for homework and lab assignments will be announced shortly. If you are requesting an extension for a HW or lab assignment (due to DSP accommodations), please email the course email ([email protected]) prior to the original deadline date. Please avoid emailing the professors. Show all lecture …At 2017-08-09 10:24am MST Data102 observed that the SIP proxy labelled SIP2 stopped routing SIP packets. Two separate alert systems informed of this issue, and at 10:25am, automated remediation restarted the SIP routing service on that server. By 10:27am the server resumed full functionality and service was restored.36 NE 2ND ST STE 400 MIAMI, FL 33132. There are 4 companies that have an address matching 36 Ne 2nd St Ste 400 Miami, FL 33132. The companies are Quonix Solutions LLC, Wisenet Datacenter LLC, Turnkey Internet, and Data102. The information on this page is being provided for the purpose of informing the public about a matter of genuine public ...Mar 18 Exam Midterm 2 7PM - 9PM Mar 19 Guide Week 10 Homework Homework 10 Due Apr 1 at 5PM Lab Lab 7A Due Apr 1 at 5PM Lecture Moment generating functions Ch 19 Mar 20 Section Mar 21 Lecture Moment …Dear valued Data102 customer, Please be advised that Data102 will be performing service impacting maintenance to the DirectMX email firewall platform. Who: All Customers using DirectMX When: 02/11/2016 10:00PM -- 02/12/16 01:00AM Where: DirectMX email firewall platform Why: Platform software update. SummaryUltrastar Data102 4u102 2244tb Hws 5yr-silver. Photo is for illustration purposes only. Actual product may be different. All prices are firm and non-negotiable. We accept North American Visa, MasterCard, Discover, AMEX and Interac debit. Orders M-F before 3pm EST usually ship same day once final payment verification and authorization is completed.Jul 11, 2018 ... Overview of the Western Digital Ultrastar Data102 storage platform and RAIDIX-based data storage system. What is good about big JBODs?If you have purchased a half cabinet or more and need an access badge, please send an email to [email protected] requesting your cabinet key and access badge and one of our technicians will work with you to get your 24/7 access setup. Less than 1/2 Cabinet Escorted access is available Monday through Friday, 8am-6pm at no charge.Dear valued Data102 customer, Please be advised that Data102 will be performing service impacting maintenance to the DirectMX email firewall platform. Who: All Customers using DirectMX When: 02/11/2016 10:00PM -- 02/12/16 01:00AM Where: DirectMX email firewall platform Why: Platform software update. Summary.

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