A Beginner S Guide To Learning Analytics
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A Beginner S Guide To Learning Analytics
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Author : Srinivasa K G
language : en
Publisher: Springer Nature
Release Date : 2021-04-19
A Beginner S Guide To Learning Analytics written by Srinivasa K G and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-04-19 with Education categories.
This book A Beginner’s Guide to Learning Analytics is designed to meet modern educational trends’ needs. It is addressed to readers who have no prior knowledge of learning analytics and functions as an introductory text to learning analytics for those who want to do more with evaluation/assessment in their organizations. The book is useful to all who need to evaluate their learning and teaching strategies. It aims to bring greater efficiency and deeper engagement to individual students, learning communities, and educators. Covered here are the key concepts linked to learning analytics for researchers and practitioners interested in learning analytics. This book helps those who want to apply analytics to learning and development programs and helps educational institutions to identify learners who require support and provide a more personalized learning experience. Like chapters show diverse uses of learning analytics to enhance student and faculty performance. It presents a coherent framework for the effective translation of learning analytics research for educational practice to its practical application in different educational domains. This book provides educators and researchers with the tools and frameworks to effectively make sense of and use data and analytics in their everyday practice. This book will be a valuable addition to researchers’ bookshelves.
A Beginner S Guide To Learning Analytics
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Author : Srinivasa K G
language : en
Publisher:
Release Date : 2021
A Beginner S Guide To Learning Analytics written by Srinivasa K G and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021 with categories.
This book A Beginner's Guide to Learning Analytics is designed to meet modern educational trends' needs. It is addressed to readers who have no prior knowledge of learning analytics and functions as an introductory text to learning analytics for those who want to do more with evaluation/assessment in their organizations. The book is useful to all who need to evaluate their learning and teaching strategies. It aims to bring greater efficiency and deeper engagement to individual students, learning communities, and educators. Covered here are the key concepts linked to learning analytics for researchers and practitioners interested in learning analytics. This book helps those who want to apply analytics to learning and development programs and helps educational institutions to identify learners who require support and provide a more personalized learning experience. Like chapters show diverse uses of learning analytics to enhance student and faculty performance. It presents a coherent framework for the effective translation of learning analytics research for educational practice to its practical application in different educational domains. This book provides educators and researchers with the tools and frameworks to effectively make sense of and use data and analytics in their everyday practice. This book will be a valuable addition to researchers' bookshelves.
Data Analytics For Beginners
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Author : Florino Alfeche
language : en
Publisher:
Release Date : 2017-10-08
Data Analytics For Beginners written by Florino Alfeche and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-10-08 with categories.
Data Analytics For Beginners: The Ultimate Guide To Learn and Master Data Analysis, How to Integrate Analytics into Your Business.Working with big data using data mining and analytics is rapidly becoming common in the commercial sector. Tools and techniques once confined to research laboratories are being adopted by forward-looking industries, most notably those serving end users through online systems. Higher education institutions are applying learning analytics to improve the services they provide and to improve visible and measurable targets such as grades and retention. K-12 schools and school districts are starting to adopt such institution-level analyses for detecting areas for improvement, setting policies, and measuring results. Now, with advances in adaptive learning systems, possibilities exist to harness the power of feedback loops at the level of individual teachers and students. Measuring and making visible students' learning and assessment activities open up the possibility for students to develop skills in monitoring their own learning and to see directly how their effort improves their success. Teachers gain views into students' performance that help them adapt their teaching or initiate interventions in the form of tutoring, tailored assignments, and the like. Adaptive learning systems enable educators to quickly see the effectiveness of their adaptations and interventions, providing feedback for continuous improvement. Researchers and developers can more rapidly compare versions A and B of designs, products, and approaches to teaching and learning, enabling the state of the art and the state of the practice to keep pace with the rapid pace of adoption of online and blended learning environments. Open source tools for adaptive learning systems, commercial offerings, and increased understanding of what data reveal are leading to fundamental shifts in teaching and learning systems. As content moves online and mobile devices for interacting with content enable teaching to be always on, educational data mining and learning analytics will enable learning to be always assessed. Educators at all levels will benefit from understanding the possibilities of the developments described in the use of big data herein.
Data Analytics
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Author : Benjamin Smith
language : en
Publisher:
Release Date : 2020-04-26
Data Analytics written by Benjamin Smith and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-04-26 with categories.
Advancement in technology and the resulting shifts in everyday practice have brought about a fast-growing "parallel world" with new material, new data, and new sources. Irrespective of how anyone describes it, the data trend is becoming increasingly real, increasingly prevalent, and far more significant. Collating and gathering data is one thing while processing it is an entirely separate issue. It is not something that can be accomplished carelessly by merely staring at the data. If you are hoping to derive reasonable insights from the data generated, you must understand the data you are gathering, the approaches that are required, and the appropriate techniques to use when analyzing this data. How exactly can all this be achieved - well, this is exactly where this book comes in. The book presents the A-Z on the realms of data analytics. It is a beginner's friendly guide. Hence, if you are totally new in the world of data analytics, we've got you covered! In this book, you'll find useful strategies and resources that can be used to derive reasonable insight on the data generated. Hey! Data analytics is not the scary jargon you've probably have heard about. Why not start by buying this book today and uncover those simple yet comprehensive strategies employed in the world of data analytics!What to expect in this book: -Uncover the nitty-gritty of data and big data-The two common data structures employed in data analytics-The essentials of machine learning and how it relates to data analytics-The data analytics life cycle-Unraveling probability distributions and inferential statistics processes-Some machine learning approaches to data analytics-How to clean your data for analysis-Data visualization tools and strategies-Some common analytical and statistical packages in R, -And much more!Let me work with you side by side as we discover the realms of data analytics! Grab your copy now!
Data Analytics Basics
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Author : Simplilearn
language : en
Publisher: IndraStra Whitepapers
Release Date : 2020-12-14
Data Analytics Basics written by Simplilearn and has been published by IndraStra Whitepapers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-12-14 with Computers categories.
Data analytics is increasingly becoming a key element in shaping a company’s business strategy. Today, data influences every decision made by an organization, and this is driving the wide-scale adoption of data analytics, including machine learning technologies and artificial intelligence solutions. The heightened focus is propelling a surge in data analytics spending, reflected in various studies conducted by leading market research firms. The field of data analytics offers some amazing salaries and is not only the hottest IT job, but it is also one of the best-paying jobs in the world. This guide aims at providing the readers with everything they need to know about the data analytics field, basic terminologies, key concepts, real-life use cases, skills you must master in order to scale up your career, and training and certifications you might need to reach your dream job.
Machine Learning For Beginners
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Author : Leonard Deep
language : en
Publisher: Independently Published
Release Date : 2019-06-08
Machine Learning For Beginners written by Leonard Deep and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-08 with categories.
★★ Buy the Paperback Version of this Book and get the Kindle Book version for FREE ★★ Have you ever wondered how some complex technological advances, like speech recognition and search engines, really worked? What if you were able to learn how to make some of these work for your own programming needs, even if you are brand new to the world of programming? Machine Learning for Beginners is the guidebook that you need. Inside Machine Learning for Beginners, we are going to take a look at some of the different things that you need to know if you have ever been interested in learning how to work with machine learning and all of the cool things that we are able to do with this kind of programming language. Some of the different topics of machine learning that we are going to spend time on will include: What is data science and why is it important? What are machine learning and the benefits of using this kind of programming? The difference between machine learning and artificial intelligence. The basics and building blocks that you need to know about machine learning. The differences between supervised machine learning, unsupervised machine learning, and reinforcement machine learning. The tips that you need to ensure that you are able to get the most out of machine learning. There are a lot of different benefits that are able to get when you start working with machine learning for some of your programming needs. When you are ready to work with machine learning and use it in some of your own programs and computer needs, make sure to check out this guidebook to help you get started. Once you complete Machine Learning for Beginners, you will be more than prepared. Scroll back up to the top of this page and hit BUY IT NOW to get your copy of Machine Learning for Beginners! You won't regret it!
Microsoft Office Access 2003 A Beginner S Guide
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Author : Robert Sheldon
language : en
Publisher: McGraw Hill Professional
Release Date : 2004
Microsoft Office Access 2003 A Beginner S Guide written by Robert Sheldon and has been published by McGraw Hill Professional this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Computers categories.
No matter your information management needs, this easy-to-follow resource will show you how to collect and process data, customize data entry, share it through secure pathways, and create your own processing rules. Designed for easy comprehension, this helpful guide gives you step-by-step explanations supported by relevant examples and exercises.
Learning Analysis And Application
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Author : John F. Travers
language : en
Publisher:
Release Date : 1972
Learning Analysis And Application written by John F. Travers and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1972 with Learning categories.
Data Analytics For Absolute Beginners A Deconstructed Guide To Data Literacy
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Author : Oliver Theobald
language : en
Publisher:
Release Date : 2019-07-21
Data Analytics For Absolute Beginners A Deconstructed Guide To Data Literacy written by Oliver Theobald and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-07-21 with categories.
While exposure to data has become more or less a daily ritual for the rank-and-file knowledge worker, true understanding-treated in this book as data literacy-resides in knowing what lies behind the data. Everything from the data's source to the specific choice of input variables, algorithmic transformations, and visual representation shape the accuracy, relevance, and value of the data and mark its journey from raw data to business insight. It's also important to grasp the terminology and basic concepts of data analytics as much as it is to have the financial literacy to be successful as a decisionmaker in the business world. In this book, we make sense of data analytics without the assumption that you understand specific data science terminology or advanced programming languages to set you on your path. Topics covered in this book: Data Mining Big Data Machine Learning Alternative Data Data Management Web Scraping Regression Analysis Clustering Analysis Association Analysis Data Visualization Business Intelligence
Python For Data Analytics
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Author : Alex Root
language : en
Publisher:
Release Date : 2019-09-06
Python For Data Analytics written by Alex Root and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-09-06 with categories.
Learn data analysis using Python with this easy to follow beginners guide. It covers all aspects of processing, manipulation, crunching, and cleaning data using Python programming language. It has been designed to prepare you for: analyzing data creating relevant data visualizations carrying out statistical analyses for large data estimating the upcoming future trends by using current data and lots more! This book will help you learn the various parts of Python programming language, its libraries, and scientific computation using Python. Learn to practically solve extensive sets of problems related to data analysis. Python is on par with other programming languages like MATLAB, Stata, R, SAS, and others when it comes to data analysis and data visualization. Python's rich set of libraries (mainly Pandas) has grown rapidly in recent years and is considered one of the best among its competitors for tasks related to data manipulation. When combined with Python's own internal solidity, as a general purpose programming language, we can say that it is an excellent choice to build data centric web applications. You will learn how to use the essential Python libraries required for data analysis like NumPy, Pandas, matplotlib, IPython, and SciPy. Each one of them performs a particular functionality for data analysis and you will be surprised at how easy it is. So what are you waiting for? Now is your chance to learn hands on Python with ease. Click the BUY NOW button to get started on your Python journey.