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Saturday, July 25, 2020

Advances in Analytics for Learning and Teaching

Book Brief
This book includes a collection of expanded papers from the 2019 Sino-German Symposium on AI-supported educational technologies, which was held in Wuhan, China, March, 2019. The contributors are distinguished researchers from computer science and learning science.

The contributions are organized in four sections:
(1) Overviews and systematic perspectives ,
(2) Example Systems,
(3) Algorithms, and
(4) Insights gained from empirical studies.

For example, different data mining and machine learning methods to quantify different profiles of a learner in different learning situations (including interaction patterns, cognitive modes, knowledge skills, interests and emotions etc.) as well as connections to measurements in psychology and learning sciences are discussed in the chapters.

Sunday, July 19, 2020

Digital Marketing Analytics: Making Sense of Consumer Data?

Book Brief
Why hasn’t all that data delivered a whopping competitive advantage? Because you’ve barely begun to use it, that’s why!

Need help chopping the problem down to size, solve every piece of the puzzle, and integrate a virtually frictionless system for moving from data to decision, action to results?

This will help with the following;

  • Prioritize—because you can’t measure and analyze everything 
  • Use analysis to craft experiences that profoundly reflect each customer’s needs, expectations, and behaviors 
  • Measure real digital media ROI: sales, leads, and customer satisfaction 
  • Track the performance of all paid, earned, and owned digital channels 
  • Leverage digital data way beyond PR and marketing: for strategic planning, product development, and HR Start optimizing digital content in real time 
  • Implement advanced tools, processes, and algorithms for accurately measuring influence 
  • Make the most of surveys, focus groups, and offline research synergies 
  • Focus new marketing investments where they’ll deliver the most value 
  • Identify and understand your most important audiences across the digital ecosystem

R for Everyone: Advanced Analytics and Graphics?

Book Brief
Using the open source R language, you can build powerful statistical models to answer many of your most challenging questions. R has traditionally been difficult for non-statisticians to learn, and most R books assume far too much knowledge to be of help.

A perfect tutorial for anyone new to statistical programming and modeling. Organized to make learning easy and intuitive, this guide focuses on the 20 percent of R functionality you’ll need to accomplish 80 percent of modern data tasks.

Lander’s self-contained chapters start with the absolute basics, offering extensive hands-on practice and sample code. You’ll download and install R; navigate and use the R environment; master basic program control, data import, manipulation, and visualization; and walk through several essential tests. Then, building on this foundation, you’ll construct several complete models, both linear and nonlinear, and use some data mining techniques.

By the time you’re done, you won’t just know how to write R programs, you’ll be ready to tackle the statistical problems you care about most.

Analytic Geometry (Calculus with Trigonometry)?

Book Brief
Aimed at first and second year undergraduate students in mathematics, the physical sciences, and engineering, and written by two authorities in the field, this book will be required reading for courses that follow a 'problem-solving' approach to teaching calculus.

The main philosophy of calculus is presented through many examples and applications to explain its abstract notions and concepts.

A solutions manual demonstrating the workings of each example accompanies the book.

Administration of Symantec Security Analytics 8.0



Book Brief
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CertMaster offers you the best CompTIA certification training solutions that cover all core topics and certification requirements found in the CompTIA tests.

You can feel confident that using our practice test questions and answers, you will be fully prepared to pass the CompTIA exams. CompTIA Tests Training Material Includes:  Administration of Symantec Security Analytics


 

Big Data: How Data Analytics Is Transforming the World

Book Brief
In our age of accelerating progress in so many fields, it’s easy to lose sight of the underlying innovation that makes the data analytics revolution possible. These 24 lectures introduce you to the key concepts, methods, and accomplishments of this versatile approach to problem solving.

You need no expertise in mathematics to follow this exciting story. Tim Chartier, professor of mathematics and computer science, explains the basic computational techniques used in data analytics, but his focus is on how these ideas are applied and the amazing results they achieve. His case histories make these lectures both accessible and entertaining.

He takes you behind the scenes to witness many examples of data analysis in action, including the pitfalls and potential of Internet traffic analysis, algorithms that aim to predict what customers want, some of the best defenses for keeping your personal data private, how methods for filling out March Madness game brackets can be applied to other problems, and much more.

Professor Chartier is a champion of the fun, challenge, and breathtaking power of mathematics - qualities that are beautifully illustrated in data analytics. And with his enjoyable lectures, you’ll discover concepts and tools that are transforming the world - and that you can use to transform your own life. It’s like watching a thrilling spectator sport that invites you to suit up and join the action!

Genogram Analytics?

Book Brief

  • Smart, easy and efficient genogram construction improving productivity for therapists and researchers 
  • Genograms in color with standard symbols, interpersonal relationships, attributes, chronology, family secrets and events 
  • Predefined attributes including heritage, education, religion, economic status, medical and psychological problems 
  • Heritage/Ethnicity inherited while constructing genogram 
  • Database adaptable to specific research interests