Terms of Service

This website is operated by Challenger Media LLC (“Company,” “we,” “us,” or “our”), through our website EliteDataScience.com (“Website”), offers the Machine Learning Accelerator and Data Science Interview Prep Kit (collectively, “Products and Services”), and from time to time may offer other products or services, for sale. Company offers Products and Services for sale subject to these Terms and Conditions of Use (the “Terms”), which may be updated by us from time to time.

By accessing our Website and/or using our Products and Services in any way, you are agreeing to comply with and be bound by these Terms. In addition, when using our Website, you agree to abide by any posted guidelines for all of our Products and Services, which may change from time to time, and to comply with all applicable laws, regulations and rules. If you object to any of these Terms, any guidelines, or any subsequent modifications, or if you become dissatisfied with the Website or our Products and Services, you should immediately discontinue use of the Website.

These Terms remain in force and effect as long as you are a user of the Website and/or a registered user. In the event of termination of any membership, service or feature, you will still be bound by your obligations under these Terms, including any indemnifications, warranties and limitations of liability. You should periodically review these Terms. Company reserves the right, at any time, to change the Terms by publishing revised terms on the Website.  Any use of the Website and/or our Products and Services by you after our publication of any such changes shall constitute your acceptance of these Terms, as modified, with regard to any additional use of the Website or additional purchase of Products and Services. You agree that Company is permitted to access and use any other information provided by you to provide Products and Services and, if necessary, to access such information to obtain contact information in order to provide notifications relating to the Products and Services we provided to you.

IF YOU DO NOT AGREE TO THESE TERMS, DO NOT USE THIS WEBSITE.  BY USING THE WEBSITE AND AGREEING TO THESE TERMS, YOU CONFIRM THAT YOU ARE AT LEAST 18 YEARS OLD AND THAT YOU ARE LEGALLY COMPETENT TO ENTER INTO A CONTRACT.

Access to the Website and Restrictions on Your Use

Company grants you a limited, revocable, nonexclusive, non-transferable license to access our Website and use our Products and Services for your own personal use only.  You may not download or modify any portion of the Website except as expressly permitted by Company.  No Materials (as defined hereinbelow) from the Website may be copied, reproduced, republished, uploaded, posted, transmitted, or distributed in any way without our express, written permission.  Violation of these Terms results in the automatic termination, without notice, of your license to access the Website  and also may constitute the infringement of Company’s copyright, trademark and/or other rights.  You agree not to access or try to access any computer system of Company, its programs or its data that are not made available for public use.  Except as expressly stated herein, you are not granted any right or license, by implication, estoppel, or otherwise, in or to any patent, trademark, copyright, or proprietary right of Company or any third party, in connection with your use of the Website and any Materials provided by Company or any third party on the Website.  Elements of the Website, including custom graphics, images, logos, page headers, sounds, button icons, and the “look and feel” of the Website (including its design, layout, color combinations, button shapes and other graphical elements) are protected by copyright, trade dress and other state and federal laws and may not be copied or imitated, in whole or in part.

You agree that you will not do any of the following:

  • a. Use any data mining, robots, spiders, or similar data-gathering and extraction methods within the Website or in any way reproduce or circumvent the navigational structure or presentation of the Website or its contents.
  • b. Circumvent, disable or interfere with the security of the Website or features that prevent, limit or restrict use or copying of the Website or any Materials.
  • c. Copy, reproduce, republish, upload, post, transmit, or distribute in any way any Materials, in whole or in part, without our written permission, other than as expressly allowed by us.
  • d. Transmit any software or other materials containing viruses, worms, Trojan horses, defects, date bombs, time bombs or other destructive or harmful items.
  • e. Modify, adapt, sub-license, translate, sell, reverse engineer, decompile or disassemble any portion of the Website or attempt to derive any source code or underlying ideas or algorithms on the Website.
  • f. Do anything that imposes or may impose, in our sole judgment, an unreasonable or disproportionately large load on our (or our third party providers’) infrastructure.
  • g. “Frame” or “mirror” the Website or any part.
  • h. Use the Website or any Materials for any unlawful purpose.
  • i. Spam or flood.
  • j. Resell or make commercial use of the Website or Materials; or make any derivative use of the Website or Materials.

Privacy Policy

Company’s Privacy Policy, as displayed on our Website, is part of these Terms.  Please read it, because you are agreeing that it applies to our collection and use of information from you.

Purchasing Items Featured on our Website

Company takes reasonable precautions to try to ensure that any prices quoted on the Website are correct, and to describe the items available on the Website as accurately as possible. However, when ordering Products or Services featured on the Website, please note that the Company does not warrant that product and service descriptions are accurate, complete, reliable, current, or error-free. If a Product or Service described on the Website is not as described when you receive or use it, you should contact our customer service department at support (at) elitedatascience.com.

Pricing Errors and Omissions

Please be aware that prices, availability and other purchase terms are subject to change without prior notice. We make every effort to insure the accuracy of the information on the Website and if errors are discovered, we correct them. Be advised that the Company reserves the right to revoke any stated offer to correct any errors, inaccuracies, or omissions, including after an order has been submitted, after it has been confirmed, or after your credit card has been charged.

Cancellation and Refund Policy

If you have any questions or problems, please let us know by contacting our support team directly. The email is support (at) elitedatascience.com.

In the event that you decide your purchase was not the right decision, contact our support team at support (at) elitedatascience.com, show us you actually did the work by submitting your completed projects, challenges, and/or workbooks, and we’ll issue you a prompt FULL refund.

To be eligible for a refund, you must submit your request and completed projects before 11:59pm Eastern Standard Time on the 30th day following your purchase. After you submit your materials, all refunds are discretionary.*

No refunds will be provided more than 30 days following the date of purchase. If you opted for a payment plan and you do not request a refund by the end of the 30th day, you are required to complete the remaining payments of your payment plan. All payments must be made on a timely basis.

*Note: As mentioned above, all refunds are discretionary. If you just downloaded the training material (pdfs, audios, videos, projects, code, and/or etc), and then promptly asked for a refund, we reserve the right to deny your refund request. Why? Because the point of this policy is to give people the chance to try the product, and if it doesn’t work, they can get their money back. It wasn’t designed to enable people to steal the training material.

Modification or Suspension of the Website

You agree that Company, in its sole discretion, may make, and at any time, modify, discontinue, or suspend its operation of this Website, or any part thereof, temporarily or permanently, without notice to you, and you agree that we will not be liable for the consequences of doing so.

Disclaimers; Limitations of Liability

(a)   YOU ASSUME ALL RESPONSIBILITY AND RISK FOR YOUR USE OF THE SERVICES. THE SERVICES, INCLUDING ANY PRODUCTS, ARE PROVIDED “AS IS” WITHOUT REPRESENTATIONS OR WARRANTIES OF ANY KIND, EITHER EXPRESS OR IMPLIED, INCLUDING WARRANTIES OF TITLE, NON-INFRINGEMENT, OR IMPLIED WARRANTIES OF MERCHANTABILITY OR FITNESS FOR A PARTICULAR PURPOSE.

(b)  WHILE WE MAKE GOOD FAITH EFFORTS TO INCLUDE SUBSTANTIALLY ACCURATE INFORMATION IN THE SERVICES, ERRORS OR OMISSIONS MAY OCCUR. IF WE RECEIVE NOTICE OF ERRORS OR OMISSIONS, WE WILL MAKE REASONABLE EFFORTS TO CORRECT THEM IN DUE COURSE; BUT WE MAKE NO REPRESENTATIONS OR WARRANTIES REGARDING THE ACCURACY, COMPLETENESS, PERFORMANCE, CURRENCY, OR FITNESS FOR A PARTICULAR PURPOSE OF THE SERVICES, THAT THE SERVICES WILL MEET YOUR REQUIREMENTS, OR AS TO THE RESULTS THAT WILL BE DERIVED FROM USING ANY OF THE INFORMATION INCLUDED IN THE SERVICES.

(c)   IN NO EVENT SHALL COMPANY OR ITS OFFICERS, STAKEHOLDERS, EMPLOYEES, OR AFFILIATES BE LIABLE FOR ANY INDIRECT, PUNITIVE, INCIDENTAL, SPECIAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF OR IN ANY WAY CONNECTED WITH YOUR USE OF, DELAY IN USING, OR INABILITY TO USE THE SERVICES. OUR LIABILITY FOR ANY DIRECT DAMAGES SHALL BE LIMITED TO THE AMOUNT OF FEES YOU HAVE PAID FOR THE PRODUCTS GIVING RISE TO SUCH LIABILITY. SOME STATES OR JURISDICTIONS DO NOT ALLOW THE EXCLUSION OR LIMITATION OF LIABILITY FOR CONSEQUENTIAL OR INCIDENTAL DAMAGES AND THUS THE ABOVE LIMITATION MAY NOT APPLY TO YOU. IF THIS LIMITATION OF LIABILITY OR THE EXCLUSION OF WARRANTY SET FORTH ABOVE IS HELD INAPPLICABLE OR UNENFORCEABLE FOR ANY REASON, CHALLENGER MEDIA LLC’S MAXIMUM LIABILITY FOR ANY TYPE OF DAMAGES SHALL BE LIMITED TO THE LESSER OF (I) A REFUND OF THE AMOUNT PAID FOR THE PRODUCT AT ISSUE, OR (II) $100.

(d)  YOU ASSUME ALL RESPONSIBILITIES AND OBLIGATIONS WITH RESPECT TO ANY DECISIONS, ADVICE, CONCLUSIONS OR RECOMMENDATIONS MADE OR GIVEN AS A RESULT OF THE USE OF THE SERVICES, INCLUDING WITHOUT LIMITATION ANY DECISION MADE OR ACTION TAKEN BY YOU IN RELIANCE UPON PRODUCTS. THE SERVICES SHALL NOT CONSTITUTE OR BE CONSTRUED AS A RECOMMENDATION, SOLICITATION, OFFER OR OPINION BY COMPANY OR OUR AFFILIATES, PRINCIPALS OR CONTENT PROVIDERS, FOR ANY FINANCIAL TRANSACTION OR THE PURCHASE OF ANY FINANCIAL INSTRUMENT, INCLUDING BUT NOT LIMITED TO SECURITIES, OR ANY KIND OF INVESTMENT. PAST PERFORMANCE IS NO GUARANTEE OF FUTURE RESULTS.

(e)   YOU ASSUME ALL RESPONSIBILITY AND RISK FOR YOUR USE OF THE SERVICES.  THERE IS NO GUARANTEE THAT YOU WILL EARN ANY MONEY OR ACHIEVE ANY PARTICULAR RESULTS USING THE TECHNIQUES AND IDEAS PROVIDED IN CONNECTION WITH THE SERVICES.  ALL INFORMATION PROVIDED IN CONNECTION WITH THE SERVICES IS INTENDED FOR EDUCATIONAL PURPOSES ONLY, FOR A GENERAL AUDIENCE, AND NOT AS SPECIFIC ADVICE TAILORED FOR AN INDIVIDUAL OR BUSINESS.  NONE OF THE INFORMATION PROVIDED IN CONNECTION WITH THE SERVICES SHALL BE CONSTRUED TO CONSTITUTE MEDICAL, PSYCHOLOGICAL, FINANCIAL OR , ACCOUNTING, LEGAL OR OTHER PROFESSIONAL ADVICE; WE URGE YOU TO CONSULT WITH AN APPROPRIATE LICENSED PROFESSIONAL IF YOU SEEK ANY SUCH ADVICE.

Jurisdiction

These Terms shall be governed by the laws of the United States of America and the State of Delaware, without regard to conflict of laws rules. YOU AND WE AGREE THAT ANY ACTION OR DISPUTE BETWEEN US WILL BE RESOLVED EXCLUSIVELY IN THE STATE OR FEDERAL COURTS LOCATED IN NEWARK COUNTY, IN THE STATE OF DELAWARE.

Compliance With Laws

You agree to comply with all applicable federal, state and local laws, regulations, rules and ordinances regarding your use of the Website, including, without limitation, laws regarding import/export of technical data by virtue of your online transmission.

Indemnity

You agree to defend, indemnify and hold Company, its affiliates, officers, subsidiaries, affiliates, successors, assigns, directors, officers, agents, service providers, attorneys, suppliers and employees, harmless from any claim or demand, including reasonable attorneys’ fees and court costs, made by any third party due to or arising out of your use of the Website or our Products and Services, your violation of the Terms, or your breach of any of your acknowledgements, agreements, representations, warranties and obligations herein.

YOU ACKNOWLEDGE THAT COMPANY HAS SET ITS PRICES AND HAS PROVIDED ACCESS TO THE WEBSITE IN RELIANCE ON THESE LIMITATIONS OF LIABILITY AND DAMAGES AND THE INDEMNITY IN THESE TERMS, AND THAT THOSE LIMITATIONS ARE AN ESSENTIAL BASIS UPON WHICH COMPANY PROVIDES ITS WEBSITE AND OFFERS ITS PRODUCTS AND SERVICES.  YOU AGREE THAT THE LIMITATIONS OF LIABILITY AND DAMAGES AND THE INDEMNITY IN THESE TERMS SURVIVE AND APPLY EVEN IF FOUND TO HAVE FAILED OF THEIR ESSENTIAL PURPOSE.

Links to Third Party Sites

The Website may link to other websites that are independent of Company. These links are provided only as a convenience.  We make no representation or warranty as to the accuracy, completeness or authenticity of the information contained in, or the products or services provided or sold by, any such site. You visit any such website at your own risk.  You agree that Company is not responsible for any loss or damage of any sort you may incur from dealing with such third party website(s).

Ownership of Content

Company owns and operates this Website.  Company or third parties own all right, title and interest in and to the materials provided on this Website , including but not limited to the “look and feel” of the Website (including its design, layout, color combinations, button shapes and other graphical elements), information, documents, logos, graphics, sounds, page headers, button icons, service marks, trademarks, trade dress, and images (collectively, the “Materials”). Except as otherwise expressly provided by us, you may not copy, republish, reproduce, upload, download, display, post, distribute, or transmit the Materials in any way.  Nothing on this Website confers any license, express or implied, of Company’s intellectual property rights.  Any rights not expressly granted to you by these Terms are reserved by us.

All Website design, text, graphics, and the selection and arrangement thereof, are owned by Company. Copyright © Challenger Media LLC. ALL RIGHTS RESERVED.

Enforcement of Rules and Policies 

We may investigate any reported violation of our policies or complaints and take any appropriate action that we deem appropriate. While we are not obligated to take any action, such action may include, but is not limited to, issuing warnings or suspension or termination of your rights to use our Website.  You agree that Company shall not be liable to you or any third party for any termination of your access to the Website, and you agree not to attempt to use the Website after said termination.  We also reserve the right to report any activity that we suspect violates any law or regulation to appropriate law enforcement officials or other third parties.

In order to protect our rights, property, personal safety, and those rights, property and the personal safety of our users and viewers, and to ensure the integrity and operation of our business and systems, we may choose to cooperate with any law enforcement request for information or documents, any administrative, civil or criminal subpoena, or any court order, and we may disclose your information (including, without limitation, user profile information (i.e. name, e-mail address, etc.), IP addressing traffic information, and usage history regarding a user in connection with such circumstances.

You are solely responsible for the content that you submit on or through the Website, and any content or information that you transmit to other users or third party advertisers on the Website.

Governing Law 

The Terms and the relationship between you and Company shall be governed by the laws of the District of Columbia and the Laws of United States without regard to any conflicts of laws principles.

Digital Millennium Copyright Act

If you believe that any of the Services contain content that infringes on your copyright, please forward the following information by email to support (a) elitedatascience.com:

  • Your address, telephone number, and email address;
  • A description of the copyrighted work that you claim has been infringed;
  • A description of where the alleged infringing material is located;
  • A statement by you that you have a good faith belief that the disputed use is not authorized by you, the copyright owner, its agent, or the law;
  • An electronic or physical signature of the person authorized to act on behalf of the owner of the copyright interest; and
  • A statement by you, made under penalty of perjury, that the above information in your notice is accurate and that you are the copyright owner or authorized to act on the copyright owner’s behalf.

Severability of Agreement

If any provision of the Agreement is found by a court or other binding authority to be invalid, you agree that every attempt shall be made to give effect to the parties’ intentions as reflected in that provision, and the remaining provisions contained in this Agreement shall continue in full force and effect.

Electronic Signatures and Agreements

You acknowledge and agree that by clicking on the button labeled “SUBMIT”, “DOWNLOAD”, “I ACCEPT” or such similar links as may be designated by the Company to accept the terms and conditions of these Terms, you are submitting a legally binding electronic signature and are entering into a legally binding contract. You acknowledge that your electronic submissions constitute your agreement and intent to be bound by this Agreement. Pursuant to any applicable statutes, regulations, rules, ordinances or other laws, including without limitation the United States Electronic Signatures in Global and National

Technical Support

If you encounter a technical problem printing or accessing your completed application, or some other problem, our customer service representatives may be able to help.

If you ask a customer service representative to remotely control your computer in order to try to resolve your problem, you acknowledge and accept that Company is not liable for any technical problems that may persist or arise with your computer after doing so.

Miscellaneous

These Terms constitute the entire agreement between you and Company.  They govern your use of the Website and Materials and supersede any prior agreements between you and us.  Company’s failure to exercise or enforce any right or provision of the Terms shall not constitute a waiver of such right or provision. The Terms do not limit any rights that Company may have under trade secret, copyright, patent or other laws.  Company’s employees are not authorized to modify the Terms, or to make any additional representations, commitments, or warranties binding on Company, except in writing signed by an authorized Company officer. If any provision of these Terms is found to be invalid, you agree that the other provisions of the Terms remain in full force and effect.

You warrant, represent and agree that, by using the Website and/or the Products or Services, you (i) have carefully read and considered these Terms and fully understand its contents, (ii) are consenting to these Terms of your own free will, based upon your own judgment and without any coercion or fear of retaliation, and (iii) you have had a chance to consult independent legal counsel with respect to these Terms.

In the event that you breach these Terms, Company will, in addition to all other available remedies, be entitled to the equitable remedies of a temporary restraining order, preliminary and/or permanent injunction.

Notice for California Users 

Under California Civil Code Section 1789.3, California users of the Website are entitled to the following specific consumer rights notice: The Complaint Assistance Unit of the Division of Consumer Services of the California Department of Consumer Affairs may be contacted in writing at 1625 North Market Blvd., Sacramento, CA 95834, or by telephone at (916) 445-1254 or (800) 952-5210.