Tag: Learning

Free Download Learning Java, 6th Edition (Third Early Release)
by Marc Loy, Patrick Niemeyer
English | 2022 | ISBN: 9781098145521 | 702 Pages | MOBI (True) | 2.58 MB

Free Download Intellectual Development and Mathematics Learning by Chongde Lin
English | PDF,EPUB | 2023 | 277 Pages | ISBN : 9811987564 | 7.6 MB
This book introduces the outcomes of author’s 40 years of research, especially the theory of "the Triangular Pyramid Structure of Thinking" that he independently proposed, and the application of his development theory in the field of mathematics education. The book firstly explains the substantial character of intelligence, the development law of intelligence, and the relationship between intelligence development and creativity cultivation. Secondly, it discusses the structure of mathematical thinking of children and adolescents from 0 to 18 years old, and the methods of developing students’ thinking ability and the quality of intelligence through arithmetic learning. In the end, this book also demonstrates the characteristics of the development of mathematical thinking ability of children at age 0-6, elementary school students, and secondary school students, and the related latest research in this field. Based on the theory of "the Triangular Pyramid Structure of Thinking", a number of examples are given to illustrate how the theory of intelligence development can be used in mathematics teaching to promote the development of students’ thinking abilities and to improve the quality of teaching.

Free Download Fun with Machine Learning: Simplify the Data Science process by automating repetitive and complex tasks using AutoML
English | 2023 | ISBN: 9355517858 | 188 pages | True EPUB | 5.82 MB
Learn how to use AutoML to leverage Machine Learning for solving business problems

Free Download Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD by Jeremy Howard, Sylvain Gugger
English | August 25, 2020 | ISBN: 1492045527 | 621 pages | MOBI | 16 Mb
Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications.

Free Download Deep Cognitive Networks: Enhance Deep Learning by Modeling Human Cognitive Mechanism by Yan Huang , Liang Wang
English | PDF,EPUB | 2023 | 70 Pages | ISBN : 9819902789 | 7.1 MB
Although deep learning models have achieved great progress in vision, speech, language, planning, control, and many other areas, there still exists a large performance gap between deep learning models and the human cognitive system. Many researchers argue that one of the major reasons accounting for the performance gap is that deep learning models and the human cognitive system process visual information in very different ways.

Free Download Learning SQL (3rd Edition): Generate, Manipulate, and Retrieve Data (Audiobook)
English | ASIN: B0BXQX936R | 2023 | 7 hours and 29 minutes | M4B@64 kbps | 214 MB
Author: Alan Beaulieu
Narrator: Mike Chamberlain
As data floods into your company, you need to put it to work right away-and SQL is the best tool for the job. With the latest edition of this introductory guide, author Alan Beaulieu helps developers get up to speed with SQL fundamentals for writing database applications, performing administrative tasks, and generating reports. You’ll find new chapters on SQL and big data, analytic functions, and working with very large databases. Each chapter presents a self-contained lesson on a key SQL concept or technique using numerous examples. Exercises let you practice the skills you learn. Knowledge of SQL is a must for interacting with data. With Learning SQL, you’ll quickly discover how to put the power and flexibility of this language to work.

Free Download Learning Path – Scala Language Fundamentals
Last updated/2023
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + vtt | Duration: 17h 42m | Size: 2.4 GB
By the end of this path, learners will have the foundation needed to begin building applications using the Scala Language as well as the tools needed for best practices.

Free Download Nanophotonics and Machine Learning: Concepts, Fundamentals, and Applications
English | 2023 | ISBN: 3031204727 | 347 Pages | PDF EPUB (True) | 53 MB
This book, the first of its kind, bridges the gap between the increasingly interlinked fields of nanophotonics and artificial intelligence (AI). While artificial intelligence techniques, machine learning in particular, have revolutionized many different areas of scientific research, nanophotonics holds a special position as it simultaneously benefits from AI-assisted device design whilst providing novel computing platforms for AI. This book is aimed at both researchers in nanophotonics who want to utilize AI techniques and researchers in the computing community in search of new photonics-based hardware. The book guides the reader through the general concepts and specific topics of relevance from both nanophotonics and AI, including optical antennas, metamaterials, metasurfaces, and other photonic devices on the one hand, and different machine learning paradigms and deep learning algorithms on the other. It goes on to comprehensively survey inverse techniques for device design, AI-enabled applications in nanophotonics, and nanophotonic platforms for AI. This book will be essential reading for graduate students, academic researchers, and industry professionals from either side of this fast-developing, interdisciplinary field.

Free Download Machine Learning from Weak Supervision: An Empirical Risk Minimization Approach (The MIT Press) by Masashi Sugiyama, Han Bao, Takashi Ishida, Nan Lu, Tomoya Sakai
English | August 23rd, 2022 | ISBN: 0262047071 | 320 pages | True EPUB | 24.22 MB
Fundamental theory and practical algorithms of weakly supervised classification, emphasizing an approach based on empirical risk minimization.

Free Download Machine Learning for Financial Risk Management with Python: Algorithms for Modeling Risk by Abdullah Karasan
English | January 11, 2022 | ISBN: 1492085251 | 331 pages | MOBI | 3.98 Mb
Financial risk management is quickly evolving with the help of artificial intelligence. With this practical book, developers, programmers, engineers, financial analysts, risk analysts, and quantitative and algorithmic analysts will examine Python-based machine learning and deep learning models for assessing financial risk. Building hands-on AI-based financial modeling skills, you’ll learn how to replace traditional financial risk models with ML models.