Fundamentals of Data Analytics Book by Rudolf Mathar
Fundamentals of Data Analytics

Fundamentals of Data Analytics


     0     
5
4
3
2
1



International Edition


About the Book

1 Introduction.- 2 Prerequisites from Matrix Analysis.- 3 Multivariate Distributions and Moments.- 4 Dimensionality Reduction.- 5 Classification and Clustering.- 6 Support Vector Machines.- 7 Machine Learning.- Index.

About the Author:

RUDOLF MATHAR received the Ph.D. degree from RWTH Aachen University in 1981. He held lecturer positions with Augsburg University and the European Business School. In 1989, he joined the Faculty of Natural Sciences, RWTH Aachen University as a professor for stochastics in computer science. In 2004, he was appointed full professor as the Head of the Institute for Theoretical Information Technology, RWTH Aachen University. Since 1994, he has held numerous visiting professor positions abroad. In 2011 he was elected Dean of the Faculty of Electrical Engineering and Information Technology. From 2014 to 2018 he served as Vice-rector for research and structure with RWTH Aachen University. His research interests include information theory and communication systems. Recently his research and teaching has focused on data science and machine learning. In 2019 he accepted the position of Associate Vice President (CIO) with the University of Cologne. In 2002, he was the recipient of the prestigious Vodafone Innovation Award. In 2010, he was elected member of the NRW Academy of Sciences and Arts. He is the co-founder of four spin-off enterprises, the last one aiXbrain GmbH, dealing with artificial intelligence for engineering processes.

GHOLAMREZA ALIREZAEI received the Ph.D. degree from RWTH Aachen University in 2014. He also received the habilitation degree from the same university in 2019. Currently he holds lecturer positions with RWTH Aachen University and Technical University of Munich. His research interests include signal processing, information theory and artificial intelligence. From 2008 to 2011 he was the head of the research and development (R&D) section at ATecoM GmbH. He received several awards and recognitions for his scientific research, among others he is the recipient of the ITG-Literature Prize and the Vodafone Young-Researcher Award.

EMILIO BALDA received the M.Sc. degree in communications and signal processing from Ilmenau University of Technology, Germany, in 2017. He obtained his Ph.D. degree from RWTH Aachen University in 2019. Since 2019, he has been an AI developer with aiXbrain GmbH. His research interests are machine learning, optimization and signal processing.

ARASH BEHBOODI received his Ph.D. degree in electrical engineering focused on information theory from École Supérieure délectricité (now CentraleSupélec), France in 2012, Masters in Philosophy from University of Paris 1- Pantheon Sorbonne in 2010 and Masters in electrical engineering from Sharif University of Technology in 2007. He has been co-recipient of multiple best paper awards in the field of machine learning and signal processing. He is currently a machine learning researcher with Qualcomm AI research. His research interests are focused on theory of information, communication, signal processing and machine learning.


Best Sellers



Product Details
  • ISBN-13: 9783030568306
  • Publisher: Springer International Publishing
  • Publisher Imprint: Springer
  • Height: 234 mm
  • No of Pages: 127
  • Spine Width: 10 mm
  • Weight: 426 gr
  • ISBN-10: 303056830X
  • Publisher Date: 16 Sep 2020
  • Binding: Hardback
  • Language: English
  • Returnable: Y
  • Sub Title: With a View to Machine Learning
  • Width: 156 mm


Add Photo
Add Photo

Customer Reviews

REVIEWS      0     
Click Here To Be The First to Review this Product
Fundamentals of Data Analytics
Springer International Publishing -
Fundamentals of Data Analytics
Writing guidlines
We want to publish your review, so please:
  • keep your review on the product. Review's that defame author's character will be rejected.
  • Keep your review focused on the product.
  • Avoid writing about customer service. contact us instead if you have issue requiring immediate attention.
  • Refrain from mentioning competitors or the specific price you paid for the product.
  • Do not include any personally identifiable information, such as full names.

Fundamentals of Data Analytics

Required fields are marked with *

Review Title*
Review
    Add Photo Add up to 6 photos
    Would you recommend this product to a friend?
    Tag this Book Read more
    Does your review contain spoilers?
    What type of reader best describes you?
    I agree to the terms & conditions
    You may receive emails regarding this submission. Any emails will include the ability to opt-out of future communications.

    CUSTOMER RATINGS AND REVIEWS AND QUESTIONS AND ANSWERS TERMS OF USE

    These Terms of Use govern your conduct associated with the Customer Ratings and Reviews and/or Questions and Answers service offered by Bookswagon (the "CRR Service").


    By submitting any content to Bookswagon, you guarantee that:
    • You are the sole author and owner of the intellectual property rights in the content;
    • All "moral rights" that you may have in such content have been voluntarily waived by you;
    • All content that you post is accurate;
    • You are at least 13 years old;
    • Use of the content you supply does not violate these Terms of Use and will not cause injury to any person or entity.
    You further agree that you may not submit any content:
    • That is known by you to be false, inaccurate or misleading;
    • That infringes any third party's copyright, patent, trademark, trade secret or other proprietary rights or rights of publicity or privacy;
    • That violates any law, statute, ordinance or regulation (including, but not limited to, those governing, consumer protection, unfair competition, anti-discrimination or false advertising);
    • That is, or may reasonably be considered to be, defamatory, libelous, hateful, racially or religiously biased or offensive, unlawfully threatening or unlawfully harassing to any individual, partnership or corporation;
    • For which you were compensated or granted any consideration by any unapproved third party;
    • That includes any information that references other websites, addresses, email addresses, contact information or phone numbers;
    • That contains any computer viruses, worms or other potentially damaging computer programs or files.
    You agree to indemnify and hold Bookswagon (and its officers, directors, agents, subsidiaries, joint ventures, employees and third-party service providers, including but not limited to Bazaarvoice, Inc.), harmless from all claims, demands, and damages (actual and consequential) of every kind and nature, known and unknown including reasonable attorneys' fees, arising out of a breach of your representations and warranties set forth above, or your violation of any law or the rights of a third party.


    For any content that you submit, you grant Bookswagon a perpetual, irrevocable, royalty-free, transferable right and license to use, copy, modify, delete in its entirety, adapt, publish, translate, create derivative works from and/or sell, transfer, and/or distribute such content and/or incorporate such content into any form, medium or technology throughout the world without compensation to you. Additionally,  Bookswagon may transfer or share any personal information that you submit with its third-party service providers, including but not limited to Bazaarvoice, Inc. in accordance with  Privacy Policy


    All content that you submit may be used at Bookswagon's sole discretion. Bookswagon reserves the right to change, condense, withhold publication, remove or delete any content on Bookswagon's website that Bookswagon deems, in its sole discretion, to violate the content guidelines or any other provision of these Terms of Use.  Bookswagon does not guarantee that you will have any recourse through Bookswagon to edit or delete any content you have submitted. Ratings and written comments are generally posted within two to four business days. However, Bookswagon reserves the right to remove or to refuse to post any submission to the extent authorized by law. You acknowledge that you, not Bookswagon, are responsible for the contents of your submission. None of the content that you submit shall be subject to any obligation of confidence on the part of Bookswagon, its agents, subsidiaries, affiliates, partners or third party service providers (including but not limited to Bazaarvoice, Inc.)and their respective directors, officers and employees.

    Accept

    New Arrivals



    Inspired by your browsing history


    Your review has been submitted!

    You've already reviewed this product!