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Twitter sentiment analysis with Machine Learning in R using doc2vec approach (part 1)
Feed: AnalyzeCore – data is beautiful, data is a story. Recently I’ve worked with word2vec and doc2vec algorithms that I found interesting from many perspectives. Even though I used them for another purpose, the main thing they were developed for is Text analysis. As I noticed, my 2014 year’s article Twitter sentiment analysis is one of the most popular blog posts on the blog even today. Therefore, I decided to update it with a modern approach. The problem with the previous method is that it just computes the number of positive and negative words and makes a conclusion based on their ... Read More
Digital Consulting project
Feed: Eyal Dror Digital Business Consulting and Marketing. What is a digital consulting project?One of the questions we hear very often is “how does a digital consulting project look like?” The short answer is: it depends.The longer answer is that the parameters that define the projects are dependent on the client, size and complexity of the issues, organizational culture, time constraints and even the budget. That being said, there are commonalities.The common ground for digital consulting projects:Scope:The first order of business is the scope. Even more than focusing on “what will we do”, we focus on “what is not included”. As ... Read More
Get your weekly OCM exam tip to your email – sign up at www.ocmguide.com

Feed: Kamran Agayev's Oracle Blog. Posted by Kamran Agayev A. on April 18th, 2017 Dear reader. You must have already known about my OCM exam Study Guide that I’ve published few months ago. If not, then get your pdf copy of sample chapters of the book from www.ocmguide.com now. With along the sample pdf copy you will also be registered for the weekly OCM exam tips email list! Good luck to you with your exam preparation and feel free to contact me on any questions regarding the exam preparation. I’m ready to help you through it. Check the following link ... Read More
Archive2Azure A0/Compliance Standard Plan
Feed: Archive360. Low cost cloud archiving solution to Consolidate, Secure, and Manage your low-touch or inactive compliance data in Microsoft Azure The Archive2Azure Compliance Standard Plan meets stringent data governanc and regulations in utilizing the Microsoft Azure platform. The Archive2Azure software provides data immutability, data-at-rest encryption and meets or exceeds all regulatory data retention/disposition requirements. Archive2Azure A0 is the ideal solution for organizations wishing to “store and forget” their low-touch compliance data for long periods of time. Archive2Azure A0/Compliance Standard Plan provides the following: Compliance Storage – Store archive data in a tamper-resistant format to meet strict record keeping regulations ... Read More
Archive2Azure – Store Departed Employees in Azure Compliance Storage & Search
Feed: Archive360. The Challenge: Mishandled Departed Employee Data Too often, companies ignore the potential consequences of mishandling departed employee data. Employee theft of customer accounts, Intellectual Property and sensitive company data goes unnoticed. In certain circumstances, ex-employees have several years (statute of limitations) to file a wrongful termination lawsuit. Most organizations have created policies to capture and retain all departing employee work data. The Ask: Fast, Automated Data Collection for Departed Employee Data Companies need a fast, automated, and broad enterprise-data collection mechanism for departing employee data that is affordable, easy to use, and legally defensible. Backing up the data ... Read More
FastCollect for Servers
Feed: Archive360. Have you been searching for a fully automated file server discovery and migration application?Automate your file server discovery and migration to the cloud for long term storage and management of legal, regulatory, and business files FastCollect for Servers is a fully automated server discovery and migration solution that fully integrates with Archive360’s Archive2Azure managed storage solution. FastCollect for Servers scans your enterprise file shares and confirms the location, size, type, utilization, and owner of the files. FastCollect for Servers migrates all or targeted file content, including metadata, in a legally defensible manner, removing the risk of spoliation, fines, ... Read More
FastCollect for PSTs
Feed: Archive360. Have you been searching for a fully automated PST discovery, stub rehydration, migration, and removal application?Automate your PST discovery, stub rehydration, and migration for a fully defensible and painless move to the cloud Archive360’s FastCollect for PSTs is the only automated PST discovery and migration solution that ensures ALL message stubs, metadata, and message content are located, rehydrated, migrated, deleted, and audited in a manner ensuring full legal and regulatory compliance.FastCollect for PSTs can: Scan and locate all PSTs within the enterprise Report on the location, size, and number of items in all PSTs before initiating the PST ... Read More
Journal & Email Archive Elimination
Feed: Archive360. The Challenge: Expensive, Outdated Systems Existing email journal and user archives are expensive, under-performant with outdated functionalities. In addition, these systems keep customers locked in due to the proprietary data format and exorbitant extraction fees. The Ask: Powerful, Low-Cost Archiving Software Companies are looking for open standard archiving solutions that simplify the end user experience and provide powerful data search & analytics to answer the ever-growing legal requests. The Solution: Archive360 FastCollect for Archives plus Archive2Azure Now you can finally shut down that costly on premise email archive and move it in its entirety to the Microsoft cloud ... Read More
Departed Employees
Feed: Archive360. The Challenge: Mishandled Departed Employee Data Too often, companies ignore the potential consequences of mishandling departed employee data. Employee theft of customer accounts, Intellectual Property and sensitive company data goes unnoticed. In certain circumstances, ex-employees have several years (statute of limitations) to file a wrongful termination lawsuit. Most organizations have created policies to capture and retain all departing employee work data. The Ask: Fast, Automated Data Collection for Departed Employee Data Companies need a fast, automated, and broad enterprise-data collection mechanism for departing employee data that is affordable, easy to use, and legally defensible. Backing up the data ... Read More
Compliance Records Management with eDiscovery
Feed: Archive360. The Challenge: Quickly Changing Compliance Standards The always expanding governmental regulations around data handling, for example around SEC, HIPAA, and Sarbanes-Oxley, require companies in certain industries to store and manage records in a very defined manner. A handful of specialized storage vendors provide proprietary solutions that lock customers into extremely expensive platforms for years. Does your company have regulatory data requirements, such as SEC 17a-3/4? Do you currently address those requirements through dated or underperforming systems? Are maintenance and support costs increasing while the value is decreasing? The Ask: Flexible, Scalable Compliance Management Solution Companies with strict regulatory ... Read More
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