Python data mining and machine learning in action

Fundamentals of Machine Learning discusses the basics of python, use of python in computing and provides a general outlook on machine learning. This book provides an insight into concepts such as line

Master the new computational tools to get the most out of your information system. This practical guide, the first to clearly outline the situation for the benefit of engineers and scientists, pro

"Machine Learning is rapidly becoming one of the most important areas of general practice, research and development activity within Computing Sci- ence. This is re ected in the scale of the academic r

This book is designed for a data structures and algorithms course that uses Python. A key objective is to provide a "back to basics" approach to learning data structures and algorithms without overwh

Looking for complete instructions on manipulating, processing, cleaning, and crunching structured data in Python? The second edition of this hands-on guide—updated for Python 3.5 and Pandas 1.0—is packed with practical cases studies that show you how to effectively solve a broad set of data analysis problems, using Python libraries such as NumPy, pandas, matplotlib, and IPython.Written by Wes McKinney, the main author of the pandas library, Python for Data Analysis also serves as a practical, modern introduction to scientific computing in Python for data-intensive applications. It’s ideal for analysts new to Python and for Python programmers new to scientific computing.

Incorporating an innovative focus on data visualization and time series forecasting,Data Mining for Business Intelligence, Third Edition continues to supply insightful, detailed guidance on fundamenta

The concept of modelling using graph theory has its origin in several scientific areas, notably statistics, physics, genetics, and engineering. The use of graphical models in applied statistics has in

Data Mining for Business Intelligence, Second Edition uses real data and actual cases to illustrate the applicability of data mining (DM) intelligence in the development of successful business models

This book seeks to increase our understanding of those non-educational contexts and informal circumstances in which people learn. Adult educators, Professor Foley argues, ought not to neglect the impo

This book seeks to increase our understanding of those non-educational contexts and informal circumstances in which people learn. Adult educators, Professor Foley argues, ought not to neglect the impo

The Ninth Edition of CRIMINAL JUSTICE IN ACTION places you in the center of the action and helps you excel in your criminal justice course. You'll explore vivid real-life applications that clarify key

The Seventh Edition of CRIMINAL JUSTICE IN ACTION places you in the center of the action and helps you excel in your criminal justice course! You'll explore vivid real-life applications that clarify k

This consumable resource is designed to guide the work of a student by inclusion of both lesson and chapter review activities for use as part of their course of study. This tool offers additional res

Fun, engaging, and action-packed! Students learn better and are more motivated when they can put English into action! The second edition of English in Action provides learners with competency-based

Success in math requires children to make connections between the real world and math concepts in order to solve problems. Successful problem solvers will be ready for the challenges of mathematics as

Success in math requires children to make connections between the real world and math concepts in order to solve problems. Extra practice can help young problem solvers advance to more complex topics

Success in math requires children to make connections between the real world and math concepts in order to solve problems. Successful problem solvers will be ready for the challenges of mathematics as

Success in math requires children to make connections between the real world and math concepts in order to solve problems. Successful problem solvers will be ready for the challenges of mathematics as

Fun, engaging, and action-packed! Students learn better and are more motivated when they can put English into action! The second edition of English in Action provides learners with competency-based

Under the aegis of machine learning in our data-driven machine age, computers are programming themselves and learning aboutand solvingan extraordinary range of problems, from the mundane to the most d

Reflecting the latest technology and tools of the trade, MATHEMATICS FOR MACHINE TECHNOLOGY, 7e provides the mathematical skills and practice that students and apprentices will use on the job in the m

Incorporating examples relevant to everyday life and an accessible writing style, this text focuses on 23 theories that sample the breadth of communication research. This third edition includes a new

A text emphasizing real application and implications of statistics in engineering practice. Practical issues of engineering data collection receive early consideration, as do descriptive and graphical

內容簡介:以簡單有效率的方式分析資料與預測結果 機器學習的目的是預測，使用你已經知道的來預測你想要知道的—根據這兩者之間的歷史關係。它的核心是一種數學 / 演算法技術，你需要深入瞭解數學與統計學概念，並熟悉 R 與其他專用語言。本書為廣大的讀者簡化機器學習技術，把焦點放在兩種可以有效地預測結果的演算法族群，告訴你如何透過熱門且容易上手的 Python 程式語言來使用它們。 作者 Michael B

Google Brings Data Mining to the People!Virtually everyone sees Google as, hands down, the best online search tool. Now you can use and improve on Google technology in your own applications.Mining Goo

This comprehensive text takes students through the necessary fundamentals of field experience. It helps students understand the supervision process and their place in the agency. Vital topics such as

Discover the Most Comprehensible Beginner's Guide to Coding for Children, Packed with Fun Coding Activities and Games All Kids Will LoveDear friend, Do you have a little smartypants running around your home? Would you like to ensure the brightest possible future for your child? If so, then this book is a perfect choice for both of you.This bundle is an excellent choice for all children who are interested in the world of computers, programming, and coding. It is specially made for kids aged from 8 to 12 that have no prior knowledge of coding.Here is what this bundle can teach your child: Game-based learning - there's no better way for kids to learn than through playing and fun activities that will capture your child's attention.40+ fun coding activities and games - this bundle is packed with more than 40 fun activities that will introduce coding to your child and help them grasp the basic skills from a very young age.Easy-to-follow guidance - Straightforward directions and tips keep you

國內外最具代表性案例兩大雲端應用、15項分類實例、9大專題實戰自然語言、文字識別、語音轉換、分析預測、物件自動標示、影像辦識真正實練！從資料收集整理、模型訓練調整，檢測修正到產出全面解秘！資料科學(Data Science)技術崛起後，人工智慧(Artificial Intelligence)、機器學習(Machine Learning)與深度學習(Deep Learning)儼然成為電腦科學最熱

The law in Ireland regarding causes of action involving the internet is a rapidly growing area of law and litigation. This book examines issues such as defamation, data protection, e-commerce and inte

A call-to-arms about the broken nature of artificial intelligence, and the powerful corporations that are turning the human-machine relationship on its head.We like to think that we are in control of the future of "artificial" intelligence. The reality, though, is that we--the everyday people whose data powers AI--aren't actually in control of anything. When, for example, we speak with Alexa, we contribute that data to a system we can't see and have no input into--one largely free from regulation or oversight. The big nine corporations--Amazon, Google, Facebook, Tencent, Baidu, Alibaba, Microsoft, IBM and Apple--are the new gods of AI and are short-changing our futures to reap immediate financial gain. In this book, Amy Webb reveals the pervasive, invisible ways in which the foundations of AI--the people working on the system, their motivations, the technology itself--is broken. Within our lifetimes, AI will, by design, begin to behave unpredictably, thinking and acting in ways which d

Advanced Issues in Partial Least Squares Structural Equation Modeling provides a practical and applied description of advanced issues in PLS-SEM relevant for students, professors and applied researchers. Authors Joseph F. Hair, Jr., Marko Sarstedt, Christian Ringle, Siegfried P. Gudergan combine simple explanations of complex statistical concepts with examples and case studies that readers can follow using datasets available with the book. Furthermore, instead of providing technical descriptions of the concepts with a multitude of formulae, the book will focus on the appropriate analysis of data and interpretation of outputs. Many of the examples are based on the SmartPLS software, created and maintained by the authors. The book is easy to use for both independent and guided learning, including numerous graphs, tables, illustrations, multiple downloadable datasets (provided on a companion website), exercises, and further readings. Where appropriate, supplementary analyses and data mana

ESSENTIALS OF BUSINESS ANALYTICS, 2e provides students the opportunity to build valuable skills that are in high demand by today's businesses. Excellent examples and visuals help illustrate data and r

The third edition of the Handbook of Educational Psychology is sponsored by Division 15 of the American Psychological Association. In this volume, thirty chapters address new developments in theory and research methods while honoring the legacy of the field’s past. A diverse group of recognized scholars within and outside the U.S. provide integrative reviews and critical syntheses of developments in the substantive areas of psychological inquiry in education, functional processes for learning, learner readiness and development, building knowledge and subject matter expertise, and the learning and task environment. New chapters in this edition cover topics such as learning sciences research, latent variable models, data analytics, neuropsychology, relations between emotion, motivation, and volition (EMOVO), scientific literacy, sociocultural perspectives on learning, dialogic instruction, and networked learning. Expanded treatment has been given to relevant individual differences, under

Unique, interactive, and most of all, fun — the Doodlepedia series gets kids learning and thinking by inviting them to participate in the action. These interactive doodle guides ask readers to complet

Unique, interactive, and most of all, fun — the Doodlepedia series gets kids learning and thinking by inviting them to participate in the action. These interactive doodle guides ask readers to complet

Learning how to get answers from data is an integral part of modern training in the natural, physical, social, and engineering sciences. One of the most exciting changes in data management and analysi

Now your students actually see practice in action with video clips on this DVD that accompanies and integrates seamlessly with the text. The DVD visually demonstrates how to use skills from the beginn

That Monday afternoon, in high-school gyms across America, kids were battling for the only glory American culture seems to want to dispense to the young these days: sports glory.? But at Dos Pueblos High School in Goleta, California, in a gear-cluttered classroom, a different type of “cool” was brewing.? A physics teacher with a dream – the first public high-school teacher ever to win a MacArthur Genius Award -- had rounded up a band of high-I.Q. students who wanted to put their technical know-how to work.? If you asked these brainiacs what the stakes were that first week of their project, they’d have told you it was all about winning a robotics competition – building the ultimate robot and prevailing in a machine-to-machine contest in front of 25,000 screaming fans at Atlanta’s Georgia Dome.?But for their mentor, Amir Abo-Shaeer, much more hung in the balance. ?The fact was, Amir had in mind a different vision for education, one based not on rote learning -- on absorbing facts and fig

Machine Learning - Modeling Data Locally and Globally presents a novel and unified theory that tries to seamlessly integrate different algorithms。 Specifically， the book distinguishes the inner nature

While this book evolves naturally from de Shazer's earlier works, here he abandons his characteristically terse style. He quotes not only Sherlock Holmes ("It is a capital mistake to theorize before one has data. Insensibly one begins to twist facts to suit theories, instead of theories to suit facts") but also Freud ("Words were originally magic and to this day words have retained much of their ancient magical power.... Thus we shall not depreciate the use of words in psychotherapy and we shall be pleased if we can listen to the words that pass between the analyst and his patient") in emphasizing the importance of a close study of the therapeutic conversation. In explicating how language works in therapy, he ranges widely, citing and critiquing Lacan, Bateson, Ackerman, and Weakland, among others.But the heart of this book can be found in the detailed conversations between client and therapist that show solution-focused therapy in action. The magic of words can be seen in the miracle