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Communication Principles for Data Science
This book introduces the basic principles underlying the design and analysis of the digital communication systems that have heralded the information revolution.One major goal of the book is to demonstrate the role of the digital communication principles in a wide variety of data science applications, including community detection, computational biology, speech recognition and machine learning.One defining feature of this book is to make an explicit connection between the communication principles and data science problems, as well as to succinctly deliver the “story” of how the communication principles play a role for trending data science applications.All the key “plots” involved in the story are coherently developed with the help of tightly coupled exercise problem sets, and the associated fundamentals are explored mostly from first principles.Another key feature is that it includes programming implementation of a variety of algorithms inspired by fundamentals, together with a brief tutorial of the used programming tools.The implementation is based on Python and TensorFlow.This book does not follow a traditional book-style organization, but is streamlined via a series of lecture notes that are intimately related, centered around coherent storylines and themes.It serves as a textbook mainly for a junior- or senior-level undergraduate course, yet is also suitable for a first-year graduate course.Readers benefit from having a good background in probability and random processes, and basic familiarity with Python.But the background can be supplemented by almost self-contained materials, as well as by numerous exercise problems intended for elaborating on non-trivial concepts.In addition, Part III for data science applications should provide motivation and insights to students and even professional scientists who are interested in the field.
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Maroc Telecom 1GB Data Mobile Top-up MA
Includes: 1 GB Data Top-up Maroc Telecom Morocco to connect with friends and family. Maroc Telecom is Morocco's No. 1 telecommunications operator. This product allows you to make outgoing calls for 3 days.
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Maroc Telecom 3GB Data Mobile Top-up MA
Includes: 3 GB Data Top-up Maroc Telecom Morocco to connect with friends and family. Maroc Telecom is Morocco's No. 1 telecommunications operator. This product allows you to make outgoing calls for 10 days.
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Maroc Telecom 20GB Data Mobile Top-up MA
Includes: 20 GB Data Top-up Maroc Telecom Morocco to connect with friends and family. Maroc Telecom is Morocco's No. 1 telecommunications operator. This product allows you to make outgoing calls for 60 days.
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What else can be learned besides programming and networking technology?
Besides programming and networking technology, individuals can also learn important skills such as problem-solving, critical thinking, communication, and teamwork. These skills are essential in any professional setting and can help individuals succeed in their careers. Additionally, individuals can also learn about cybersecurity, data analysis, cloud computing, and other emerging technologies to stay competitive in the ever-evolving tech industry. Continuous learning and development in these areas can open up new opportunities and help individuals advance in their careers.
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What is sensor technology and communication?
Sensor technology refers to the use of sensors to detect and measure physical properties such as temperature, pressure, light, and motion. These sensors can then communicate this information to other devices or systems through various communication methods such as wired connections, wireless signals, or the internet. This allows for real-time monitoring and control of physical environments, enabling applications in areas such as smart homes, industrial automation, healthcare, and environmental monitoring. Overall, sensor technology and communication play a crucial role in enabling the collection and transmission of data for various applications, ultimately leading to improved efficiency, safety, and convenience.
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Do active mobile data consume data volume?
Yes, active mobile data does consume data volume. When your mobile data is turned on and you are using apps, browsing the internet, streaming videos, or downloading files, data is being consumed from your data plan. It is important to monitor your data usage to avoid exceeding your data limit and potentially incurring extra charges from your mobile service provider.
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Do activated mobile data consume data volume?
Yes, activated mobile data does consume data volume. When mobile data is turned on, it allows your device to connect to the internet using your cellular network, and any data used during this connection will be deducted from your data plan. Activities such as browsing the web, streaming videos, or using apps that require an internet connection will all consume data volume when mobile data is activated. It's important to monitor your data usage to avoid exceeding your plan's limits and incurring additional charges.
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Liquid Telecom 100GB Data Mobile Top-up ZM
Includes: 100 GB Data (Valid for 30 days) Liquid Telecom Zambia: Fast Internet Connectivity Get super-fast internet fibre or broadband connectivity to your home and home office. Faster than fast internet across Zambia.
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Globe Telecom 300MB Data Mobile Top-up PH
Includes: 300 MB Data Top-up Globe Telecom Philippines to connect with friends and family. Globe is a leading full-service telecommunications company in the Philippines. With Globe, explore the many ways you can live worry-free. Take your pick from a variety of call, text, surf, and app combos. This product allows you to make outgoing calls for 2 days.
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Globe Telecom 25GB Data Mobile Top-up PH
Includes: 25 GB data (Valid for 15 days) Top-up Globe Telecom Philippines to connect with friends and family. Globe is a leading full-service telecommunications company in the Philippines. With Globe, explore the many ways you can live worry-free. Take your pick from a variety of call, text, surf, and app combos.
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China Telecom 500MB Data Mobile Top-up CN
Includes: 500 MB data for 1 month Top-up China Telecom to connect with friends and family. With China Telecom recharge, you can stay connected to your loved ones and work seamlessly wherever you go. Whether traveling, attending important meetings, or simply on the go, the China Telecom recharge offers uninterrupted network coverage, keeping you connected with the world. With seamless and easy-to-use recharge codes, you can keep talking, texting, and browsing without interruptions. Whether mak...
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What are master data and transactional data?
Master data refers to the core data entities of an organization, such as customer, product, employee, and supplier information. This data is typically static and does not change frequently. Master data is used as a reference point for transactional data. On the other hand, transactional data refers to the detailed records of day-to-day business activities, such as sales orders, purchase orders, invoices, and payments. This data is dynamic and changes frequently as business transactions occur. Transactional data is used to track and record the specific activities and events within an organization.
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What is an example of communication technology?
One example of communication technology is email. Email allows individuals to send messages, documents, and media to others instantly over the internet. It is a widely used form of communication in both personal and professional settings, enabling quick and efficient exchange of information. Email also allows for the organization of messages into folders, the attachment of files, and the ability to communicate with multiple recipients simultaneously.
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Is data volume the same as mobile data?
No, data volume and mobile data are not the same. Data volume refers to the amount of data being used or transferred, which can include various types of data such as text, images, videos, etc. On the other hand, mobile data specifically refers to the internet data that is used on a mobile device, typically through a cellular network. Mobile data is a subset of data volume, as data volume can also include data used on other devices or networks.
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What do Data Science and Data Engineering mean?
Data Science involves extracting insights and knowledge from data using various techniques such as statistics, machine learning, and data visualization. Data Scientists are responsible for analyzing and interpreting complex data sets to inform business decisions and solve problems. Data Engineering, on the other hand, focuses on the design and construction of systems for collecting, storing, and processing data. Data Engineers build and maintain the infrastructure that enables data to be accessed and utilized by Data Scientists and other stakeholders. They are also responsible for ensuring the reliability, scalability, and efficiency of data pipelines and storage systems.
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