Big Data et Machine Learning – 2e éd. – Les concepts et les outils de la data science

July 28, 2018

• Title English : Big Data and Machine Learning – 2nd ed. – The concepts and tools of data science
• Author : Pirmin Lemberger, Marc Batty, Médéric Morel and Jean-Luc Raffaëlli
• Pages : 272 Sheet
• Publisher : Dunod : 2nd edition (October 5, 2016)
Collection : InfoPro
• ISBN-10 : 2100754637
• ISBN-13 : 978-2100754632
Product Dimensions : 17,5 x 2 x 25 cm
• Format Kindle : PDF, eBook, DOCx and Epub
• Price : 29,90
• Rating : ⭐⭐⭐⭐⭐⭐ 6/10

♦ Description : “This book is for anyone who wants to take advantage of the enormous potential of “Big Data” technologies, be they data scientists, CIOs, project managers or business specialists. Big Data has emerged as a major innovation for any company looking to build a competitive advantage by leveraging their customer data, suppliers, products, processes, machines, and more. But which technical solution to choose? What business skills develop within the ISD?
This book is a guide to understanding the challenges of a Big Data project, to understand the underlying concepts (in particular Machine Learning) and to acquire the necessary skills to set up a data lab.
It combines the presentation:
• theoretical notions (statistical processing of data, distributed computing …);
• the most widespread tools (Hadoop ecosystem, Storm …);
• examples of applications;
• a typical organization of a data science project.
This second edition is completed and enriched by updates on neural networks and on Deep Learning as well as on Spark.”


e-Infrastructure and e-Services for Developing Countries
🛑 Genre :_Computers⏱ Release Date :_2020-02-13

Author

-Rafik Zitouni-

ISBN_13

-9783030415938-

ISBN_10

-3030415937-

Pages

-255-

ID Number

-kXvQDwAAQBAJ-

Description : This book constitutes the thoroughly refereed proceedings of the 11th International Conference on e-Infrastructure and e-Services for Developing Countries, AFRICOMM 2019, held in Porto-Novo, Benin, in December 2019. The 19 full papers were carefully selected from 46 submissions. The accepted papers provide a wide range of research topics including targeted infrastructures, Internet of Things (IoT), wireless and mobile networks, intelligent transportation systems (ITS), software and network security, cloud and virtualization, data analytics, and machine learning. "e-Infrastructure and e-Services for Developing Countries" written by Rafik Zitouni with ISBN_13 9783030415938 and ISBN_10 3030415937 with total page sheets [-255-]. Category 'Computers' with reference number kXvQDwAAQBAJ published Springer Nature |2020-02-13|."


Innovations and Interdisciplinary Solutions for Underserved Areas
🛑 Genre :_Information technology⏱ Release Date :_2018

Author

-Cheikh M. F. Kebe-

ISBN_13

-3319988794-

ISBN_10

-9783319988795-

Pages

-261-

ID Number

-ePTIwQEACAAJ-

Description : This book constitutes the refereed post-conference proceedings of the Second International Conference on Innovations and Interdisciplinary Solutions for Underserved Areas, InterSol 2018, and the 7th Collogue National sur la Recherche en Informatique et ses Applications, CNRIA 2018, held in Kigali, Rwanda, in March 2018. The 23 papers presented were selected from 56 submissions and issue the following themes: papers dealing with the evolution of performances of solar systems in Africa, papers addressing the issues is public health, telecom papers studying the business model of telecommunication, math models presenting the climatic phenomenon and finally health papers dealing with medical devices that are suitable to underserved areas. The proceedings also contain 7 papers from the co-located 7th CNRIA (Collogue National sur la Recherche en Informatique et ses Applications) focusing on network architecture and security, software engineering, data management, and signal processing. "Innovations and Interdisciplinary Solutions for Underserved Areas" written by Cheikh M. F. Kebe with ISBN_13 3319988794 and ISBN_10 9783319988795 with total page sheets [-261-]. Category 'Information technology' with reference number ePTIwQEACAAJ published no defined |2018|."


Innovation Intelligence. Commoditization. Digitalization. Acceleration. Major Pressure on Innovation Drivers.
🛑 Genre :_Business & Economics⏱ Release Date :_2015-03-25

Author

-Albert Meige-

ISBN_13

-9781326125820-

ISBN_10

-1326125826-

Pages

-318-

ID Number

-gb-rCQAAQBAJ-

Description : To innovate, companies must combine multiple and disparate areas of knowledge outside of their core businesses, and they must do it faster and faster. Accessing knowledge and talent has never been so easy and so difficult at the same time. It is easy, because new tools facilitate the task. It is difficult, because it requires finding the needle in the haystack. The problem is that the haystack is growing and the needle must be found more and more quickly. In this book, the authors provide an up-to-date overview of recent, disruptive trends that induce changes in the way large companies deal with innovation. Special attention is given to the impact of the digital wave. The book was written after approximately 40 interviews with the Chief Technology Officers and Chief Innovation Officers of large international companies such as Airbus Group, Danone, TOTAL, and Faurecia, among others. "Innovation Intelligence. Commoditization. Digitalization. Acceleration. Major Pressure on Innovation Drivers." written by Albert Meige with ISBN_13 9781326125820 and ISBN_10 1326125826 with total page sheets [-318-]. Category 'Business & Economics' with reference number gb-rCQAAQBAJ published Lulu.com |2015-03-25|."


Privacy and Security for Cloud Computing
🛑 Genre :_Computers⏱ Release Date :_2012-08-28

Author

-Siani Pearson-

ISBN_13

-9781447141891-

ISBN_10

-144714189X-

Pages

-308-

ID Number

-GjNjvJCIGIAC-

Description : This book analyzes the latest advances in privacy, security and risk technologies within cloud environments. With contributions from leading experts, the text presents both a solid overview of the field and novel, cutting-edge research. A Glossary is also included at the end of the book. Topics and features: considers the various forensic challenges for legal access to data in a cloud computing environment; discusses privacy impact assessments for the cloud, and examines the use of cloud audits to attenuate cloud security problems; reviews conceptual issues, basic requirements and practical suggestions for provisioning dynamically configured access control services in the cloud; proposes scoped invariants as a primitive for analyzing a cloud server for its integrity properties; investigates the applicability of existing controls for mitigating information security risks to cloud computing environments; describes risk management for cloud computing from an enterprise perspective. "Privacy and Security for Cloud Computing" written by Siani Pearson with ISBN_13 9781447141891 and ISBN_10 144714189X with total page sheets [-308-]. Category 'Computers' with reference number GjNjvJCIGIAC published Springer Science & Business Media |2012-08-28|."


Big Data Analytics and Knowledge Discovery
🛑 Genre :_Computers⏱ Release Date :_2018-08-20

Author

-Carlos Ordonez-

ISBN_13

-9783319985398-

ISBN_10

-3319985396-

Pages

-398-

ID Number

-gD5qDwAAQBAJ-

Description : This book constitutes the refereed proceedings of the 20th International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2018, held in Regensburg, Germany, in September 2018. The 13 revised full papers and 17 short papers presented were carefully reviewed and selected from 76 submissions. The papers are organized in the following topical sections: Graph analytics; case studies; classification and clustering; pre-processing; sequences; cloud and database systems; and data mining. "Big Data Analytics and Knowledge Discovery" written by Carlos Ordonez with ISBN_13 9783319985398 and ISBN_10 3319985396 with total page sheets [-398-]. Category 'Computers' with reference number gD5qDwAAQBAJ published Springer |2018-08-20|."


Model and Data Engineering
🛑 Genre :_Computers⏱ Release Date :_2017-10-11

Author

-Yassine Ouhammou-

ISBN_13

-9783319668543-

ISBN_10

-3319668544-

Pages

-396-

ID Number

-Yi02DwAAQBAJ-

Description : This book constitutes the refereed proceedings of the 7th International Conference on Model and Data Engineering, MEDI 2017, held in Barcelona, Spain, in October 2017. The 20 full papers and 7 short papers presented together with 2 invited talks were carefully reviewed and selected from 69 submissions. The papers are organized in topical sections on domain specific languages; systems and software assessments; modeling and formal methods; data engineering; data exploration and exp loitation; modeling heterogeneity and behavior; model-based applications; and ontology-based applications. "Model and Data Engineering" written by Yassine Ouhammou with ISBN_13 9783319668543 and ISBN_10 3319668544 with total page sheets [-396-]. Category 'Computers' with reference number Yi02DwAAQBAJ published Springer |2017-10-11|."


Antimicrobial Resistance in Wastewater Treatment Processes
🛑 Genre :_Science⏱ Release Date :_2017-12-18

Author

-Patricia L. Keen-

ISBN_13

-9781119192435-

ISBN_10

-1119192439-

Pages

-392-

ID Number

-3MU2DwAAQBAJ-

Description : Antimicrobial resistance is arguably the greatest threat to worldwide human health. This book evaluates the roles of human water use, treatment and conservation in the development and spread of antimicrobial resistance. Designed as a companion volume to Antimicrobial Resistance in the Environment (Wiley-Blackwell, 2012), this book is a multi-disciplinary synthesis of topics related to antimicrobial resistance and wastewater treatment processes. Antimicrobial Resistance in Wastewater Treatment Processes assembles detailed discussions written by many of the world's best-known experts in microbiology, civil engineering, chemistry, environmental science, public health and related fields. The book presents a collection of subjects that includes: Current knowledge of the role of the environment in development and spread of antimicrobial resistance Chemical analysis of antibiotics in environmental samples Molecular methods for analysis of antimicrobial resistance genes Advanced wastewater treatment processes and antimicrobial resistance effects Public perception of risk related to health consequences of antimicrobial resistance Public health implications of antimicrobial resistance with focus on wastewater treatment processes Antimicrobial resistance has gained a foothold in the global consciousness as a serious public health threat. There is a much greater appreciation for the role of the environment in the dissemination of antimicrobial resistance and the effects of pollutants that can potentially promote development of resistance in bacteria. Contaminants released from wastewater treatment plants are a concern. In Antimicrobial Resistance in Wastewater Treatment Processes, readers will be guided through examinations of the current science related to this important health issue. "Antimicrobial Resistance in Wastewater Treatment Processes" written by Patricia L. Keen with ISBN_13 9781119192435 and ISBN_10 1119192439 with total page sheets [-392-]. Category 'Science' with reference number 3MU2DwAAQBAJ published John Wiley & Sons |2017-12-18|."


SOFSEM 2018: Theory and Practice of Computer Science
🛑 Genre :_Computers⏱ Release Date :_2018-01-27

Author

-A Min Tjoa-

ISBN_13

-9783319731179-

ISBN_10

-3319731173-

Pages

-698-

ID Number

-op1GDwAAQBAJ-

Description : This book constitutes the refereed proceedings of the 44th International Conference on Current Trends in Theory and Practice of Computer Science, SOFSEM 2018, held in Krems, Austria, in January/February 2018. The 48 papers presented in this volume were carefully reviewed and selected from 97 submissions. They were organized in topical sections named: foundations of computer science; software engineering: advances methods, applications, and tools; data, information and knowledge engineering; network science and parameterized complexity; model-based software engineering; computational models and complexity; software quality assurance and transformation; graph structure and computation; business processes, protocols, and mobile networks; mobile robots and server systems; automata, complexity, completeness; recognition and generation; optimization, probabilistic analysis, and sorting; filters, configurations, and picture encoding; machine learning; text searching algorithms; and data model engineering. "SOFSEM 2018: Theory and Practice of Computer Science" written by A Min Tjoa with ISBN_13 9783319731179 and ISBN_10 3319731173 with total page sheets [-698-]. Category 'Computers' with reference number op1GDwAAQBAJ published Springer |2018-01-27|."


The Anthropology of Love and Anger
🛑 Genre :_Social Science⏱ Release Date :_2002-01-04
📜 1 Reader

Author

-Joanna Overing-

ISBN_13

-9781134592302-

ISBN_10

-1134592302-

Pages

-320-

ID Number

-A-eAAgAAQBAJ-

Description : The Anthropology of Love and Anger questions the very foundations of western sociological thought. In their examination of indigenous peoples from across the South American continent, the contributors to this volume have come to realise that western thought does not possess the vocabulary to define even the fundamentals of indigenous thought and practice. The dualisms of public and private, political and domestic, individual and collective, even male and female, in which western anthropology was founded cannot legitimately be applied to peoples whose 'sociality' is based on an 'aesthetics of community'. For indigenous people success is measured by the extent to which conviviality, (all that is peaceful, harmonious and sociable) has been attained. Yet conviviality is not just reliant on love and good but instead on an even balance between all that is constructive, love, and all that is destructive, anger. With case studies from across the South American region, ranging from the (so-called) fierce Yanomami of Venezuela and Brazil to the Enxet of Paraguay, and with discussions on topics from the efficacy of laughter, the role of language, anger as a marker of love and even homesickness, The Anthropology of Love and Anger is a seminal, fascinating work which should be read by all students and academics in the post-colonial world. "The Anthropology of Love and Anger" written by Joanna Overing with ISBN_13 9781134592302 and ISBN_10 1134592302 with total page sheets [-320-]. Category 'Social Science' with reference number A-eAAgAAQBAJ published Routledge |2002-01-04|."


New Trends in Model and Data Engineering
🛑 Genre :_Computers⏱ Release Date :_2018-10-17

Author

-El Hassan Abdelwahed-

ISBN_13

-9783030028527-

ISBN_10

-3030028526-

Pages

-255-

ID Number

-KfhyDwAAQBAJ-

Description : This book constitutes the thoroughly refereed papers of the workshops held at the 8th International Conference on New Trends in Model and Data Engineering, MEDI 2018, in Marrakesh, Morocco, in October 2018. The 19 full and the one short workshop papers were carefully reviewed and selected from 50 submissions. The papers are organized according to the 4 workshops: International Workshop on Modeling, Verification and Testing of Dependable Critical Systems, DETECT 2018, Model and Data Engineering for Social Good Workshop, MEDI4SG 2018, Second International Workshop on Cybersecurity and Functional Safety in Cyber-Physical Systems, IWCFS 2018, International Workshop on Formal Model for Mastering Multifaceted Systems, REMEDY 2018. "New Trends in Model and Data Engineering" written by El Hassan Abdelwahed with ISBN_13 9783030028527 and ISBN_10 3030028526 with total page sheets [-255-]. Category 'Computers' with reference number KfhyDwAAQBAJ published Springer |2018-10-17|."


Simianization
🛑 Genre :_Racism⏱ Release Date :_2015

Author

-Wulf D. Hund-

ISBN_13

-9783643907165-

ISBN_10

-3643907168-

Pages

-241-

ID Number

-HnZBCwAAQBAJ-

Description : Contents: Charles W. Mills: Bestial Inferiority. Locating Simianization within Racism - Wulf D. Hund: Racist King Kong Fantasies. From Shakespeare's Monster to Stalin's Ape-Man - David Livingstone Smith, Ioana Panaitiu: Aping the Human Essence. Simianization as Dehumanization - Silvia Sebastiani: Challenging Boundaries. Apes and Savages in Enlightenment - Stefanie Affeldt: Exterminating the Brute. Sexism and Racism in "King Kong" - Susan C. Townsend: The Yellow Monkey. Simianizing the Japanese - Steve Garner: The Simianization of the Irish. Racial Apeing and its Contexts - Kimberly Barsamian Kahn, Phillip Atiba Goff, Jean M. McMahon: Intersections of Prejudice and Dehumanization. Charting a Research Trajectory (Series: ?Racism Analysis - Series B: Yearbooks, Vol. 6) [Subject: Sociology, Race Studies "Simianization" written by Wulf D. Hund with ISBN_13 9783643907165 and ISBN_10 3643907168 with total page sheets [-241-]. Category 'Racism' with reference number HnZBCwAAQBAJ published LIT Verlag Münster |2015|."


The Technology, Media and Telecommunications Review
🛑 Genre :_Mass media⏱ Release Date :_2018

Author

-John P. Janka-

ISBN_13

-1912228637-

ISBN_10

-9781912228638-

Pages

-470-

ID Number

-Y3DexgEACAAJ-

Description : "The Technology, Media and Telecommunications Review" written by John P. Janka with ISBN_13 1912228637 and ISBN_10 9781912228638 with total page sheets [-470-]. Category 'Mass media' with reference number Y3DexgEACAAJ published no defined |2018|."