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Data Science and Machine Learning with Python
Data Science and Machine Learning are two interconnected fields that play a pivotal role in modern technological advancements. Data science involves extracting insights and knowledge from vast amounts of data using various tools and techniques. This includes data collection, cleaning, analysis, and interpretation to uncover valuable patterns and trends. On the other hand, machine learning is a subset of artificial intelligence (AI) that focuses on developing algorithms and models capable of learning from data to make predictions and decisions. Machine learning algorithms can automatically improve their performance over time by learning from new data, making them crucial for tasks such as image recognition, natural language processing, and predictive analytics. Together, data science and machine learning empower businesses and researchers to leverage data-driven insights for informed decision-making and innovation across diverse domains. This book is intended for the first course in Data Science and Machine Learning and covers the required topics in sufficient depth to meet the requirements of the readers.
Recent Innovations in Computing
This book features selected papers presented at the 3rd International Conference on Recent Innovations in Computing (ICRIC 2020), held on 20–21 March 2020 at the Central University of Jammu, India, and organized by the university’s Department of Computer Science & Information Technology. It includes the latest research in the areas of software engineering, cloud computing, computer networks and Internet technologies, artificial intelligence, information security, database and distributed computing, and digital India.
Information Systems for Indian Languages
This book constitutes the refereed proceedings of the International Conference on Information Systems for Indian Languages, ICISIL 2011, held in Patiala, India, in March 2011. The 63 revised papers presented were carefully reviewed and selected from 126 paper submissions (full papers as well as poster papers) and 25 demo submissions. The papers address all current aspects on localization, e-governance, Web content accessibility, search engine and information retrieval systems, online and offline OCR, handwriting recognition, machine translation and transliteration, and text-to-speech and speech recognition - all with a particular focus on Indic scripts and languages.
ICDSMLA 2019
This book gathers selected high-impact articles from the 1st International Conference on Data Science, Machine Learning & Applications 2019. It highlights the latest developments in the areas of Artificial Intelligence, Machine Learning, Soft Computing, Human–Computer Interaction and various data science & machine learning applications. It brings together scientists and researchers from different universities and industries around the world to showcase a broad range of perspectives, practices and technical expertise.
Intelligent Data Engineering and Automated Learning -- IDEAL 2013
This book constitutes the refereed proceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2013, held in Hefei, China, in October 2013. The 76 revised full papers presented were carefully reviewed and selected from more than 130 submissions. These papers provided a valuable collection of latest research outcomes in data engineering and automated learning, from methodologies, frameworks and techniques to applications. In addition to various topics such as evolutionary algorithms, neural networks, probabilistic modelling, swarm intelligent, multi-objective optimisation, and practical applications in regression, classification, clustering, biological data processing, text processing, video analysis, including a number of special sessions on emerging topics such as adaptation and learning multi-agent systems, big data, swarm intelligence and data mining, and combining learning and optimisation in intelligent data engineering.
Sole Enemy of a Sikh Brahmanism
A revolutionary book which is seditious to the status quo. It presents not only a story of a clash between two ideologies but a rebellion for the survival of human values. It's also a testimony to the fact that fascism coming to power will always create havoc on human civilization. The book promises the reader to smoothly sail from the nadir of human thought leading to untold miseries to the apex of spiritual elation & resistance which is the only way out for humanity. The book is a hard-hitting blow on the authority of the priesthood. Surprisingly questions raised by Guru Nanak Sahib are so similar to those of non-believers with a difference that nonbelievers seek answers from priest class who in itself is the cause of confusion whereas Guru Nanak Sahib enlightens through the universal message of Eternal Command. Guru Nanak's philosophy not merely uplift seekers' spiritual intellect but it actually leads to sovereignty.
Sri Gur Sobha
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Sikh Da Ikko Vaeree, Brahmanvaad
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The Spirit Born People
These are the lecture notes for addresses I proposed to deliver to the Sikh youth of thePunjab. But as I am placed in the desert away from the towns where they gather, I let these goundelivered. And also because the Sikh youth are running in haste after shadows, turning theirbacks on the Sun of Suns, the Guru. This world of the Guru, the Beautiful, is different and theirworld how different; so to them the values of fiction and fact have been hopelessly interchanged.Still, I hope these addresses will reach them by and by.And the Sikh youth is everywhere, the youth that has the disciple-consciousness, aspiringto love, the Beautiful, which alone is truly good, truly noble, and truly divine. The formBeautiful appearing once rarely in ages, and fascinating the disciple-consciousness and vanishingin the eternal background of the spiritual inner Infinite, is the Guru Beautiful, the Bridegroom;the disciple-consciousness thenceforward restless without that presence or the sense of thatpresence is The Spirit Born People,-or The Brides.
