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The Jack Welch College of Business and the Office of Alumni Engagement presented “Careers in Analytics” on April 10, 2019, at the Martire Forum. The alumni panel featured Justin Baigert ’05, vice president, Data & Analytics at GE, Joseph Lucibello ’11, senior manager, data scientist at WWE and Suzanne May ’13, research manager at Purchased. The moderator was Khawaja Mamun, associate professor of economics. Photo by Mark F. Conrad
International Monetary Fund's Laura Kodres answers a question at the Analytical Chapters of Global Financial Stability Report Press Conference September 25, 2012 at the IMF Headquarters in Washington, DC. IMF Photograph/Stephen Jaffe
Microsoft's answer to Google Analytics.
Interesting to see the e-mail and banner campaign tracking as well as tracking offline campaigns.
Smart Contract Analytics (SCA) Platform is based on AI / ML and specifically uses NLP and pattern recognition to process the contracts and extract the metadata. The platform is hosted on the AWS cloud that takes advantage of all security features that AWS provides along with the high availability and scalability features with GDPR compliances.
Artificial Intelligence / Machine Learning capabilities:
The SCA Platform uses Deep learning Neural Network models like Bi-LSTM, CNN, and other models that leverage state-of-the-art Natural Language Processing (NLP) based modeling techniques such as Word2Vec and Bi-directional Encoder Representations with Transformers to develop a semantic understanding of the document contents and further extract relevant entities and clauses.
Product features:
1) NLP and deep learning techniques for extracting metadata
2) Export the extracted data to Excel or client desired format and push the extracted data into any CLM or downstream system
3) Support of foreign languages (currently supported languages include Spanish and German)
and rest of the languages are in the planned roadmap
4) Generate dynamic ML models based on the contract type
5) The Platform has adaptors to various data sources to obtain legacy documents (FTP, Google Drive, SharePoint, dropbox, box, S3, and others, etc.)
6) The Platform can segregate the contracts based on the type of the contract (i.e. MSA, NDA, and SOW, etc.)
7) Ability to rename the contracts – standardize naming conventions if needed.
8) Document OCR capability with the ability to convert images, unsearchable pdf and scanned documents into text.
9) Metadata configurable
10) Integrated Quality Control tools for verification and validation of extracted clauses/metadata.
11) Compare two executed contracts of the same type to show the differences
12) Compare executed contracts with the standard template at a section/clause level
13) Notifications / Alerts engine that sends out notifications to email/text messages ( for example contracts expiring in 30/60/90 days, contracts that have an “Auto Renew” clause or Contracts that are not countersigned, and several others based on the configured attributes.
14) Show all the contracts executed with a specific Vendor ( or by account) in a hierarchical manner
15) Hierarchical mapping of the contracts assuming enough linkage attributes are available within the executed contracts or tracked in a CLM system
16) Open API that can be integrated with any 3rd party systems
Analytics capabilities:
The Smart Contract Analytics Platform comes with the following out of the box analytics capabilities based on the metadata extracted from the documents:
• number of contracts that are coming up for renewal by period (30 /60/90 days)
• Number of Contracts with Net payment terms as 30 days, 45 days, and 90 days, etc.
• Number of SOW’s / MSAs / Other Types of Contracts by the supplier
• Show contracts by the specified metadata (ex: “tell me how many contracts have clause ‘Indemnity’.”)
• number of contracts that have the “Auto Renew” option
• number of contracts that have an Insurance Liability clause with a specified $ amount
• Several others based on metadata and meta fields.
CA-124 Analytical Balance has multiple weighing units. Polyfunction: % weighing, counting, fill mode, GSM. Standard bi-directional RS-232 interface. Backlight LCD display. GSM (grams per sq mtr) measurement for paper & cloth quality checking. - www.atcomaart.com/pd/50676550685252685165/laboratory-high...
How to view goals in Google Analytics by traffic source to see how each traffic source is converting.
With Google Analytics, you can set up custom alerts for significant changes in data patterns on your Eshopbox.
On February 24th, the government launched www.digitalbritainforum.org.uk/ a site which invites comment on the Digital Britain - Interim Report. That site links to (and therefore unofficial endorses) WriteToReply's re-publication of the Digital Britain - Interim Report. writetoreply.org/digitalbritain/ This image shows how traffic was increased to the WriteToReply report site around the 25th February. Thank you @digitalbritain
Chemical Engineering research lab 360 photo. Our specialist facilities and bespoke equipment are central to our teaching and research environment.
Notes from O'Reilly 's Strata Europe 2013 conference.
Digital Analytics & Privacy by Aurélie Pols
Featuring the Privacy Tri-Partite. (Aurélie also had a ton of practical tips - such as make sure contractors no longer have access to any of the data after the project ends - but I ran out of space.)
Creative Commons Attribution. Please credit as: Ann Wuyts (@vintfalken) for www.jini.co - CC By 2.0
CA-224 Analytical Balance has multiple weighing units. Poly function: % weighing, counting, fill mode, GSM. Standard bi-directional RS-232 interface. Back light LCD display. GSM (grams per sq mtr) measurement for paper & cloth quality checking. - www.atcomaart.com/pd/65517051535251705154/laboratory-high...