Tag: Learning

September 26, 2023

Deep Learning A Beginners’ Guide

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Free Download Deep Learning
by Meedeniya, Dulani;
English | 2024 | ISBN: 103247324X | 199 pages | True PDF EPUB | 30.49 MB
This book focuses on deep learning (DL), which is an important aspect of data science, that includes predictive modeling. DL applications are widely used in domains such as finance, transport, healthcare, automanufacturing, and advertising. The design of the DL models based on artificial neural networks is influenced by the structure and operation of the brain. This book presents a comprehensive resource for those who seek a solid grasp of the techniques in DL.

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September 26, 2023

Controlling Epidemics With Mathematical and Machine Learning Models

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by Varghese Abraham
English | 2023 | ISBN: 1799883434 | 278 pages | True PDF EPUB | 36.68 MB
Communicable diseases have been an important part of human history. Epidemics afflicted populations, causing many deaths before gradually fading away and emerging again years after. Epidemics of infectious diseases are occurring more often, and spreading faster and further than ever, in many different regions of the world. The scientific community, in addition to its accelerated efforts to develop an effective treatment and vaccination, is also playing an important role in advising policymakers on possible non-pharmacological approaches to limit the catastrophic impact of epidemics using mathematical and machine learning models. Controlling Epidemics With Mathematical and Machine Learning Models provides mathematical and machine learning models for epidemical diseases, with special attention given to the COVID-19 pandemic. It gives mathematical proof of the stability and size of diseases. Covering topics such as compartmental models, reproduction number, and SIR model simulation, this premier reference source is an essential resource for statisticians, government officials, health professionals, epidemiologists, sociologists, students and educators of higher education, librarians, researchers, and academicians.

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September 26, 2023

Artificial Intelligence and Machine Learning Techniques for Civil Engineering

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by Plevris Vagelis
English | 2023 | ISBN: 1668456435 | 404 pages | True PDF EPUB | 66.56 MB
In recent years, artificial intelligence (AI) has drawn significant attention with respect to its applications in several scientific fields, varying from big data handling to medical diagnosis. A tremendous transformation has taken place with the emerging application of AI. AI can provide a wide range of solutions to address many challenges in civil engineering.

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September 26, 2023

Advanced Applications of NLP and Deep Learning in Social Media Data

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by Abd El-Latif Ahmed
English | 2023 | ISBN: 1668469103 | 325 pages | True PDF EPUB | 21.66 MB
Social media platforms are one of the main generators of textual data where people around the world share their daily life experiences and information with online society. The social, personal, and professional lives of people on these social networking sites generate not only a huge amount of data but also open doors for researchers and academicians with numerous research opportunities. This ample amount of data needs advanced machine learning, deep learning, and intelligent tools and techniques to receive, process, and interpret the information to resolve real-life challenges and improve the online social lives of people. Advanced Applications of NLP and Deep Learning in Social Media Data bridges the gap between natural language processing (NLP), advanced machine learning, deep learning, and online social media. It hopes to build a better and safer social media space by making human language available on different social media platforms intelligible for machines with the blessings of AI. Covering topics such as machine learning-based prediction, emotion recognition, and high-dimensional text clustering, this premier reference source is an essential resource for OSN service providers, psychiatrists, psychologists, clinicians, sociologists, students and educators of higher education, librarians, researchers, and academicians.

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September 26, 2023

Learning Arduino – Foundations

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Free Download Learning Arduino – Foundations
Updated: 09/2023
Duration: 1h 6m | .MP4 1280×720, 30 fps(r) | AAC, 48000 Hz, 2ch | 223 MB
Level: Beginner | Genre: eLearning | Language: English
Arduino, the family of open-source single-board microcontrollers, can power a variety of complex projects, from robots to wearable tech. That said, the technology is relatively easy to pick up, even for those without an electronics background. In this course, Zara Khalil covers the basic features and capabilities of an Arduino board, equipping beginners with the knowledge they need to start programming their own projects. Zara goes over fundamental concepts, such as how to set up the Arduino board with the Arduino IDE. She also shows how to wire up an LED to your Arduino board and write a program to blink the LED lights. Plus, she goes over pushbuttons, explaining why they are considered inputs to the Arduino board, as well as how to activate an LED with a pushbutton.

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