Deep Learning Sample Clauses

Deep Learning. The parties acknowledge that deep learning refers to a subset of ML based on artificial neural networks that have multiple layers of connected artificial neuron nodes processing data.
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Deep Learning. Deep learning is a reflection of the increased complexity and advanced computing power which is now widely available (45,52,61,85). It has also been termed deep neural networks and deep neural learning and the terms are interchangeable. Deep learning is a system of XXXx applied in more complex and ‘fuzzy’ ways. This typically involved much larger data sets that previously used for ANNs, which due to its size is often unlabeled data. Deep learning mostly operates mostly through unsupervised learning, where there are no pre-defined outcomes for the XXX other than to find significant associations. These large datasets often involved millions of individual data entries, often taken from web-based data mining sources, such as photo images on the internet. A significant advance in deep learning is where an unsupervised neural network with deep learning capabilities has learned to assess and identify images on the internet, which now enables Google image search. Often the trained unsupervised network will require validation at some point, and this becomes a huge task once the volume of data expands into millions of examples. One way that this has been circumnavigated is to recruit humans to test the network. When Google bought Captcha, an anti-bot security system, in 2009 it found that it could use the requirements of humans to pass an online Turing test (the ‘I am not a robot’ security programme) to test its own XXX DeepMind (86). The DeepMind network had been tasked with looking at images on the internet, finding new ways to categorise, recognize and label the images. Unfortunately there needed to be external validation, and this came in the form of asking humans what was on certain images during security tests, and seeing if this matched with previous human replies and those of DeepMind itself (87).
Sample 1

Related to Deep Learning

  • E-LEARNING E-Learning is defined as a method of credit course delivery that relies on communication between students and teachers through the internet or any other digital platform and does not require students to be face-to-face with each other or with their teacher. Online learning shall have the same meaning as E-Learning.

  • Distance Learning Professors teaching distance learning classes shall offer virtual student office hours as per Article 13.B.8.

  • Business Continuity Planning Supplier shall prepare and maintain at no additional cost to Buyer a Business Continuity Plan (“BCP”). Upon written request of Buyer, Supplier shall provide a copy of Supplier’s BCP. The BCP shall be designed to ensure that Supplier can continue to provide the goods and/or services in accordance with this Order in the event of a disaster or other BCP-triggering event (as such events are defined in the applicable BCP). Supplier’s BCP shall, at a minimum, provide for: (a) the retention and retrieval of data and files; (b) obtaining resources necessary for recovery, (c) appropriate continuity plans to maintain adequate levels of staffing required to provide the goods and services during a disruptive event; (d) procedures to activate an immediate, orderly response to emergency situations; (e) procedures to address potential disruptions to Supplier’s supply chain; (f) a defined escalation process for notification of Buyer, within two (2) business days, in the event of a BCP-triggering event; and (g) training for key Supplier Personnel who are responsible for monitoring and maintaining Supplier’s continuity plans and records. Supplier shall maintain the BCP and test it at least annually or whenever there are material changes in Supplier’s operations, risks or business practices. Upon Xxxxx’s written and reasonable request, Supplier shall provide Buyer an executive summary of test results and a report of corrective actions (including the timing for implementation) to be taken to remedy any deficiencies identified by such testing. Upon Xxxxx’s request and with reasonable advance notice and conducted in such a manner as not to unduly interfere with Supplier’s operations, Supplier shall give Buyer and its designated agents access to Supplier’s designated representative(s) with detailed functional knowledge of Supplier’s BCP and relevant subject matter.

  • Disaster Recovery and Business Continuity The Parties shall comply with the provisions of Schedule 5 (Disaster Recovery and Business Continuity).

  • BUSINESS CONTINUITY/DISASTER RECOVERY In the event of equipment failure, work stoppage, governmental action, communication disruption or other impossibility of performance beyond State Street’s control, State Street shall take reasonable steps to minimize service interruptions. Specifically, State Street shall implement reasonable procedures to prevent the loss of data and to recover from service interruptions caused by equipment failure or other circumstances with resumption of all substantial elements of services in a timeframe sufficient to meet business requirements. State Street shall enter into and shall maintain in effect at all times during the term of this Agreement with appropriate parties one or more agreements making reasonable provision for (i) periodic back-up of the computer files and data with respect to the Trusts; and (ii) emergency use of electronic data processing equipment to provide services under this Agreement. State Street shall test the ability to recover to alternate data processing equipment in accordance with State Street program standards, and provide a high level summary of business continuity test results to the Trusts upon request. State Street will remedy any material deficiencies in accordance with State Street program standards. Upon reasonable advance notice, and at no cost to State Street, the Trusts retain the right to review State Street’s business continuity, crisis management, disaster recovery, and third-party vendor management processes and programs (including discussions with the relevant subject matter experts and an on-site review of the production facilities used) related to delivery of the service no more frequently than an annual basis. Upon reasonable request, the State Street also shall discuss with senior management of the Trusts any business continuity/disaster recovery plan of the State Street and/or provide a high-level presentation summarizing such plan.”

  • Business Continuity and Disaster Recovery Bank shall maintain and update from time to time business continuation and disaster recovery procedures with respect to its global custody business, which are designed, in the event of a significant business disruption affecting Bank, to be sufficient to enable Bank to resume and continue to perform its duties and obligations under this Agreement without undue delay or disruption. Bank shall test the operability of such procedures at least annually. Bank shall enter into and shall maintain in effect at all times during the term of this Agreement reasonable provision for (i) periodic back-up of the computer files and data with respect to Customer and (ii) use of alternative electronic data processing equipment to provide services under this Agreement. Upon reasonable request, Bank shall discuss with Customer any business continuation and disaster recovery procedures of Bank. Bank represents that its business continuation and disaster recovery procedures are appropriate for its business as a global custodian to investment companies registered under the 1940 Act.

  • CONTINUITY OF OPERATION Section 1: No Strikes, Work Stoppages or Lockouts

  • Multiple Measures of Student Learning Measures must include a combination of classroom, school and district assessments, student growth percentiles on state assessments, if state assessments are available, and student MEPA gain scores. This definition may be revised as required by regulations or agreement of the parties upon issuance of ESE guidance expected by July 2012.

  • LOCATION WITHIN ENTERPRISE OR REINVESTMENT ZONE At the time of the Application Approval Date, the Land is within an area designated either as an enterprise zone, pursuant to Chapter 2303 of the TEXAS GOVERNMENT CODE, or a reinvestment zone, pursuant to Chapter 311 or 312 of the TEXAS TAX CODE. The legal description, and information concerning the designation, of such zone is attached to this Agreement as EXHIBIT 1 and is incorporated herein by reference for all purposes.

  • Business Continuity Registry Operator shall maintain a business continuity plan, which will provide for the maintenance of Registry Services in the event of an extraordinary event beyond the control of the Registry Operator or business failure of Registry Operator, and may include the designation of a Registry Services continuity provider. If such plan includes the designation of a Registry Services continuity provider, Registry Operator shall provide the name and contact information for such Registry Services continuity provider to ICANN. In the case of an extraordinary event beyond the control of the Registry Operator where the Registry Operator cannot be contacted, Registry Operator consents that ICANN may contact the designated Registry Services continuity provider, if one exists. Registry Operator shall conduct Registry Services Continuity testing at least once per year.

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