This is a core resource for students and instructors of machine learning and data science looking for beginner-friendly material which offers real-world applications and takes ethical discussions into account.

�ber die Autorin bzw. den Autor

Ally S. Nyamawe is a computer scientist with over 15 years of experience in academia. He holds a PhD in Computer Science and Technology from Beijing Institute of Technology (2020), and his research interest mainly focuses on AI applications in Software Engineering. Nyamawe is a senior lecturer in computer science at the University of Dodoma, Tanzania. Nyamawe's recent work focused on contributing to developing AI-driven innovations that address social challenges and AI uptake for sustainable development in Africa. Nyamawe has been working on different research projects committed to fostering the application of AI for social good and leveraging coding and algorithmic skills in addressing real-world problems. Nyamawe has extensive experience in leading projects with support from the World's renowned funders, including IDRC, Sida, UNESCO-TWAS, and the EU Erasmus+ Programme. Nyamawe actively contributes to the academic community through publications and participation in renowned conferences and international forums. He has served on the program committees for prestigious conferences, including the 37th IEEE/ACM International Conference on Automated Software Engineering, the 11th International Workshop on Software and Systems Traceability, and the 1st International Conference on the Advancements of Artificial Intelligence in African Context (AAIAC 2023). His recent recognition includes a 2022 recipient of the Seed Grant for New African Principal Investigators awarded by The World Academy of Sciences under UNESCO funding.

Mohamedi M. Mjahidi (PhD) is a Lecturer at the Department of Computer Science and Engineering (DoCSE), College of Informatics and Virtual Education (CIVE), the University of Dodoma (UDOM), Dodoma, Tanzania. He graduated from the University of Dar es Salaam (UDSM) in 2006 with a BSc. in Computer Science and completed his MSc. in Telecommunication Engineering at UDOM in 2011. He then completed his Ph.D. in Computer Engineering at the Gazi University, Ankara, Turkey, in 2020. His research interests include Artificial Intelligence, Machine Learning, and Computer and Mobile Networks. At the time of writing this book, Mjahidi is serving as the Lab and Training Coordinator for AI4D Research Lab.

Noe Elisa currently serves as the acting Director of ICT at the University of Dodoma. He is an experienced cybersecurity, Artificial Intelligence (AI), and data science researcher/engineer, boasting over eleven (11) years of experience in telecommunication, networking, software, and web applications security. He specializes in the design and implementation of AI models, particularly for detecting anomalies in computer networks. Additionally, he has expertise in using blockchain technology to develop secure and privacy-preserving decentralized systems. His PhD research at Northumbria University, UK, focused on exploiting blockchain technology and Artificial Immune Systems (AIS) to create a decentralized, secure, and privacy-preserving e-Government system for enforcing data protection and trust. During his master's degree studies in India in 2014, he received professional training in ethical hacking, Linux server administration, Android mobile application development, CCNA, and web application programming in JAVA. One of his notable contributions to AI and academic research is the development of a new general-purpose multi-class classifier based on the Dendritic Cell Algorithm (McDCA), which is currently under review by the IEEE Transactions on Neural Networks and Learning Systems journal. His current research and practical endeavors focus on leveraging African-origin datasets to develop AI-powered solutions that address privacy concerns related to data breaches and unlawful access to personal information.

Salim Diwani is a highly skilled and experienced lecturer at the University of Dodoma, specializing in machine learning and artificial intelligence for more than twelve years. Diwani, acknowledged as a senior expert in various fields, has made noteworthy contributions to both academia and practical applications. At the University of Dodoma, he has fostered a vibrant atmosphere in which students have developed and put into practice cutting-edge artificial intelligence solutions across various industries, including agriculture and healthcare. Diwani not only holds a position at the institution but also acts as the coordinator for the Healthcare Coordination Unit at AI4D Research Lab. He is responsible for supervising a group of committed professionals who are dedicated to utilizing AI technologies to tackle urgent healthcare issues. Diwani's leadership includes the responsibility of hosting graduate students supported by AI4D Research Lab. Diwani is leading the Healthcare Coordination Unit in developing AI solutions specifically designed for the local requirements of the Anglophone region in Africa. Diwani and his colleagues are closely collaborating with the Ministry of Health in the Government of Tanzania to build an AI policy in the health sector. This effort aims to establish a favorable setting for the acceptance and assimilation of AI technologies in healthcare. Diwani and his colleagues are leading the way in utilizing AI to transform healthcare delivery and address intricate healthcare issues in Africa and beyond.

Godbless G. Minja is an Assistant Lecturer in the Department of Computer Science and Engineering (DoCSE) at the University of Dodoma (UDOM) in Tanzania. He completed a B.Sc. in Computer Science at the University of Dar es Salaam (UDSM) in Tanzania and an M.Sc. in Cyber Security at the University of Birmingham in the United Kingdom (UK). He is currently pursuing a Ph.D. in Information and Communication Science and Engineering (ICSE) at the Nelson Mandela African Institution of Science and Technology (NM-AIST) in Tanzania.

Kulwa Malyango is a research assistant and software developer at the AI4D Research Lab. He has a degree in computer science from the University of Dodoma in Tanzania. His research interests are in the application of artificial intelligence in the digital economy. Currently pursuing a master's degree in computer science, Kulwa is expanding his expertise in software development and artificial intelligence by working with esteemed researchers at the AI4D Research Lab. His main goal is to contribute meaningful research and practical solutions that can positively impact the digital economy, both locally and globally. He envisions a future where AI technologies are responsibly integrated into various sectors to improve people's lives.

��ber diesen Titel� kann sich auf eine andere Ausgabe dieses Titels beziehen.

Anbieterinformationen

We first started out as ?The Paperback Exchange,? a chain of physical bookstores where we would part exchange your beloved books for new stories to transport you to faraway places. However, as shopping started to evolve to online shops and marketplaces, we bid our stores goodbye to become ?PBShop.? This transition has only allowed us to blossom as we now ship thousands of titles to book lovers across the globe. We pride ourselves in being a community of local book lovers which allows our passion and devotion to shine in everything we do. In 2020 we not only celebrated our 20th birthday but our 1st birthday as being completely employee owned after becoming an E.O.T in September 2019. We are proud to be different and embrace standing apart on a book mountain by working from a virtual inventory which allows us to provide thousands of books that may be difficult to get for your bookshelf or your studies. Working with a number of different suppliers allows us to explore other avenues such as puzzles, sheet music and even stationery so we really do have something for everyone. Life is about being versatile in all realms of existence. If this is your first visit or you are a returning customer, we would like to welcome you to the PBShop family, for there is no friend as loyal as a book. We are a company who put our customers at the centre of everything we do as we understand the importance of reading because once you learn to read, you will forever be free. There are a whole lot of things in this world of ours that we are yet to explore, which is why we will forever inspire curious minds.

Zur Homepage des Verk�ufers

Unternehmensdaten des Verk�ufers

Pbshop.co.uk Ltd
Unit 22 Horcott Industrial Estate, Horcott Road, Fairford, GL7 4BX, United Kingdom

Gesch�ftsbedingungen und Versandinformationen

Verkaufsbedingungen

Returns Policy
We ask all customers to contact us for authorisation should they wish to return their order. Orders returned without authorisation may not be credited.
If you wish to return, please contact us within 14 days of receiving your order to obtain authorisation.

Returns requested beyond this time will not be authorised.

Our team will provide full instructions on how to return your order and once received our returns department will process your refund.
Please note the cost to return any...

Mehr Information

Widerrufsrecht

Wenn Sie Verbraucher sind, k�nnen Sie gem�� den folgenden Bestimmungen vom Vertrag zur�cktreten. Verbraucher ist jede nat�rliche Person, die zu Zwecken handelt, die nicht ihrer kaufm�nnischen, gewerblichen, k�nstlerischen oder beruflichen T�tigkeit zugerechnet werden k�nnen.

Informationen zum Widerrufsrecht

Gesetzliches Widerrufsrecht

Sie haben das Recht, den Vertrag innerhalb von 14 Tagen ohne Angabe von Gr�nden zu widerrufen.

Die Widerrufsfrist betr�gt 14 Tage ab dem Tag, an dem Sie oder ein von Ihnen benannter Dritter, der nicht der Transporteur ist, die letzte Ware oder den letzten Posten oder das letzte Exemplar in Besitz genommen hat.

Um das Widerrufsrecht auszu�ben, f�llen Sie auf unserer Website unter „Meine Eink�ufe" in „Mein Nutzerkonto" eine eindeutige Erkl�rung elektronisch aus und senden Sie sie ab. Wir werden Ihnen unverz�glich eine Best�tigung �ber den Eingang eines solchen Widerrufs auf einem dauerhaften Datentr�ger (z. B. per E-Mail) �bermitteln.

Um die Widerrufsfrist einzuhalten, reicht es aus, dass Sie Ihre Mitteilung �ber die Aus�bung des Widerrufsrechts vor Ablauf der Widerrufsfrist absenden.

Auswirkungen des Widerrufs

Wenn Sie diesen Vertrag widerrufen, erstatten wir Ihnen alle Zahlungen, die wir von Ihnen erhalten haben, einschlie�lich der Lieferkosten (mit Ausnahme der zus�tzlichen Kosten, die entstehen, wenn Sie eine andere Art der Lieferung als die von uns angebotene g�nstigste Standardlieferung gew�hlt haben).

Wir k�nnen einen Abzug von der R�ckerstattung f�r den Wertverlust der gelieferten Waren vornehmen, wenn der Verlust auf eine unn�tige Behandlung durch Sie zur�ckzuf�hren ist.

Wir werden die R�ckerstattung unverz�glich und nicht sp�ter als 14 Tage nach dem Tag vornehmen, an dem wir �ber Ihre Entscheidung, diesen Vertrag zu widerrufen, informiert wurden.

F�r die R�ckerstattung verwenden wir dasselbe Zahlungsmittel, das Sie f�r die urspr�ngliche Transaktion verwendet haben, es sei denn, Sie haben ausdr�cklich etwas anderes vereinbart; in keinem Fall werden Ihnen aufgrund einer solchen R�ckerstattung Geb�hren berechnet.

Wir k�nnen die R�ckzahlung verweigern, bis wir die Waren wieder zur�ckerhalten haben oder Sie den Nachweis erbracht haben, dass Sie die Waren zur�ckgesandt haben, je nachdem, was eher eintritt.

Sie m�ssen die Waren unverz�glich und in jedem Fall sp�testens 14 Tage ab dem Tag, an dem Sie uns �ber den Widerruf dieses Vertrags unterrichten, an PBShop.store US, Springfield Gardens, New York, U.S.A., +44 1285 712917, zur�cksenden oder �bergeben. Die Frist ist eingehalten, wenn Sie die Ware vor Ablauf der Frist von 14 Tagen zur�cksenden. Sie m�ssen die direkten Kosten der R�cksendung der Waren tragen. Sie haften nur f�r einen etwaigen Wertverlust der Waren, der auf eine Behandlung zur�ckzuf�hren ist, die nicht zur Pr�fung der Art, Eigenschaften und Funktionsweise der Waren erforderlich ist.

Ausnahmen vom Widerrufsrecht

Das Widerrufsrecht gilt nicht f�r:

Die Lieferung von Zeitungen, Zeitschriften oder Magazinen mit Ausnahme von Abonnementvertr�gen; und
Die Lieferung digitaler Inhalte, die nicht auf einem physischen Medium (z. B. auf einer CD oder DVD) geliefert werden, wenn Sie bei Ihrer Bestellung akzeptiert haben, dass wir mit der Lieferung beginnen k�nnen und dass Sie nach Beginn der Lieferung den Vertrag nicht mehr widerrufen k�nnen.

Versandbedingungen

Books are shipped from our US or UK warehouses. Delivery estimates allow for delivery from either location.

Versandkosten innerhalb von USA

Versandkosten innerhalb von USA
Bestellmenge	7 bis 14�Werktage	7 bis 14�Werktage
Erster Artikel	EUR 0.00	EUR 0.00

Die Versandzeiten werden von den Verk�uferinnen und Verk�ufern festgelegt. Sie variieren je nach Versanddienstleister und Standort. Sendungen, die den Zoll passieren, k�nnen Verz�gerungen unterliegen. Eventuell anfallende Abgaben oder Geb�hren sind von der K�uferin bzw. dem K�ufer zu tragen. Die Verk�uferin bzw. der Verk�ufer kann Sie bez�glich zus�tzlicher Versandkosten kontaktieren, um einen m�glichen Anstieg der Versandkosten f�r Ihre Artikel auszugleichen.