Difference between revisions of "Knowledge Base"
Difference between revisions of "Knowledge Base"
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− | + | <section class="section tot"> | |
− | + | <div class="container"> | |
− | + | <div class="content"> | |
− | + | <div class="columns"> | |
− | + | <div class="column"> | |
− | + | <h1>Online Courses</h1> | |
− | + | <ul> | |
− | + | <li> | |
− | + | <a | |
− | + | href="https://www.coursera.org/specializations/excel-mysql" | |
− | + | target="_blank" | |
− | + | >Analytic Techniques for Business</a | |
− | + | > | |
− | + | by Duke University | |
− | + | </li> | |
− | + | <li> | |
− | + | <a | |
− | + | href="https://www.coursera.org/specializations/big-data" | |
− | + | target="_blank" | |
− | + | >Big Data</a | |
− | + | > | |
− | + | by UC San Diego | |
− | + | </li> | |
− | + | <li> | |
− | + | <a | |
− | </ | + | href="https://www.coursera.org/specializations/business-analytics" |
+ | target="_blank" | ||
+ | >Business Analytics</a | ||
+ | > | ||
+ | by University of Pennsylvania | ||
+ | </li> | ||
+ | <li> | ||
+ | <a | ||
+ | href="https://www.coursera.org/specializations/data-science-python" | ||
+ | target="_blank" | ||
+ | >Data Science with Python</a | ||
+ | > | ||
+ | by University of Michigan | ||
+ | </li> | ||
+ | <li> | ||
+ | <a | ||
+ | href="https://www.coursera.org/specializations/machine-learning" | ||
+ | target="_blank" | ||
+ | >Machine Learning</a | ||
+ | > | ||
+ | by University of Washington | ||
+ | </li> | ||
+ | </ul> | ||
+ | <p> | ||
+ | You can check other | ||
+ | <a | ||
+ | href="https://www.coursera.org/featured/top_specializations_locale_en_os_web" | ||
+ | target="_blank" | ||
+ | >Top Specializations</a | ||
+ | > | ||
+ | on Coursera. | ||
+ | </p> | ||
+ | </div> | ||
+ | <div class="column"> | ||
+ | <h1>Online Books</h1> | ||
+ | <ul> | ||
+ | <li> | ||
+ | <a | ||
+ | href="http://chimera.labs.oreilly.com/books/1234000001708/" | ||
+ | target="_blank" | ||
+ | >Designing Evolvable Web APIs with ASP.NET</a | ||
+ | > | ||
+ | by Glenn Block and others | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="https://hpbn.co/" target="_blank" | ||
+ | >High Performance Browser Networking</a | ||
+ | > | ||
+ | by Ilya Grigorik | ||
+ | </li> | ||
+ | <li> | ||
+ | <a | ||
+ | href="http://chimera.labs.oreilly.com/books/1230000000345/" | ||
+ | target="_blank" | ||
+ | >Interactive Data Visualization for the Web</a | ||
+ | > | ||
+ | by Scott Murray | ||
+ | </li> | ||
+ | <li> | ||
+ | <a | ||
+ | href="http://chimera.labs.oreilly.com/books/1234000000262/" | ||
+ | target="_blank" | ||
+ | >Programming JavaScript Applications</a | ||
+ | > | ||
+ | by Eric Elliott | ||
+ | </li> | ||
+ | <li> | ||
+ | <a | ||
+ | href="http://chimera.labs.oreilly.com/books/1230000000393/" | ||
+ | target="_blank" | ||
+ | >Python Cookbook, Third Edition</a | ||
+ | > | ||
+ | by David Beazley and Brian K. Jones | ||
+ | </li> | ||
+ | </ul> | ||
+ | <p> | ||
+ | You can check | ||
+ | <a | ||
+ | href="http://chimera.labs.oreilly.com/tags/featured" | ||
+ | target="_blank" | ||
+ | >O’Reilly Atlas</a | ||
+ | > | ||
+ | and | ||
+ | <a | ||
+ | href="http://www.oreilly.com/data/free/archive.html" | ||
+ | target="_blank" | ||
+ | >O'Reilly Free Books</a | ||
+ | >. | ||
+ | </p> | ||
</div> | </div> | ||
</div> | </div> | ||
</div> | </div> | ||
− | </section> | + | </div> |
− | + | </section> | |
− | + | <section class="section tot"> | |
− | + | <div class="container"> | |
− | + | <div class="content"> | |
− | + | <div class="columns"> | |
− | + | <div class="column"> | |
− | + | <h1>Languages <span class="tag is-success is-small">NEW</span></h1> | |
− | + | <p> | |
− | + | Some notable programming languages. See | |
− | + | <a | |
− | + | href="https://en.wikipedia.org/wiki/List_of_programming_languages" | |
− | + | target="_blank" | |
− | + | >Wikipedia</a | |
− | + | > | |
− | + | for the big list. | |
− | + | </p> | |
− | + | <ul> | |
− | + | <li> | |
− | + | <a href="https://www.python.org" target="_blank">Python</a> | |
− | + | </li> | |
− | + | <li><a href="https://julialang.org" target="_blank">Julia</a></li> | |
− | + | <li><a href="https://isocpp.org" target="_blank">C++</a></li> | |
− | + | <li> | |
− | + | <a href="https://www.oracle.com/java/" target="_blank">Java</a> | |
− | + | </li> | |
− | </ | + | <li><a href="https://go.dev" target="_blank">Go</a></li> |
+ | </ul> | ||
+ | </div> | ||
+ | <div class="column"> | ||
+ | <h1>Datasets</h1> | ||
+ | <ul> | ||
+ | <li> | ||
+ | <a href="http://cml.ics.uci.edu/" target="_blank" | ||
+ | >CML, University of California</a | ||
+ | > | ||
+ | - | ||
+ | <a href="https://archive.ics.uci.edu/ml/datasets.html">List</a> | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="https://www.kaggle.com/" target="_blank">Kaggle</a> - | ||
+ | <a href="https://www.kaggle.com/datasets">List</a> | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="http://www.kdnuggets.com/" target="_blank" | ||
+ | >KDnuggets</a | ||
+ | > | ||
+ | - | ||
+ | <a href="http://www.kdnuggets.com/datasets/index.html">List</a> | ||
+ | </li> | ||
+ | <li> | ||
+ | <a | ||
+ | href="http://vincentarelbundock.github.io/Rdatasets/" | ||
+ | target="_blank" | ||
+ | >Rdatasets</a | ||
+ | > | ||
+ | - | ||
+ | <a | ||
+ | href="http://vincentarelbundock.github.io/Rdatasets/datasets.html" | ||
+ | >List</a | ||
+ | > | ||
+ | </li> | ||
+ | <li> | ||
+ | <a | ||
+ | href="https://research.google.com/research-outreach.html#/research-outreach/research-datasets/" | ||
+ | target="_blank" | ||
+ | >Google Research Datasets</a | ||
+ | > | ||
+ | </li> | ||
+ | </ul> | ||
+ | <p> | ||
+ | You can check | ||
+ | <a href="https://research.google.com/" target="_blank" | ||
+ | >Research at Google</a | ||
+ | > | ||
+ | for more. | ||
+ | </p> | ||
</div> | </div> | ||
</div> | </div> | ||
</div> | </div> | ||
− | </section> | + | </div> |
− | + | </section> | |
− | + | <section class="section tot"> | |
− | + | <div class="container"> | |
− | + | <div class="content"> | |
− | + | <div class="columns"> | |
− | + | <div class="column"> | |
− | + | <h1>Guides</h1> | |
− | + | <ul> | |
− | + | <li> | |
− | + | <a | |
− | + | href="http://blogs.atlassian.com/wp-content/uploads/HelloWorldEbook.pdf" | |
− | + | target="_blank" | |
− | + | >A new grad’s guide to coding as a team</a | |
− | + | > | |
− | <li><a href="http://learning.acm.org/webinar/" target="_blank">Learning Webinars</a> by <a href="http://www.acm.org/" target="_blank">ACM</a | + | by |
− | </ | + | <a href="http://www.atlassian.com/" target="_blank" |
+ | >Atlassian</a | ||
+ | > | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="http://practicaltypography.com/" target="_blank" | ||
+ | >Practical Typography</a | ||
+ | > | ||
+ | by Matthew Butterick | ||
+ | </li> | ||
+ | <li> | ||
+ | <a | ||
+ | href="https://developer.mozilla.org/en-US/docs/Web" | ||
+ | target="_blank" | ||
+ | >Web technology for developers</a | ||
+ | > | ||
+ | by | ||
+ | <a href="https://developer.mozilla.org/en-US/" target="_blank" | ||
+ | >Mozilla Developer Network</a | ||
+ | > | ||
+ | </li> | ||
+ | </ul> | ||
+ | </div> | ||
+ | <div class="column"> | ||
+ | <h1>Learning More</h1> | ||
+ | <p class="has-text-weight-bold">Must Read - R</p> | ||
+ | <ul> | ||
+ | <li> | ||
+ | <a href="https://ggplot2-book.org/index.html" target="_blank" | ||
+ | >ggplot2: Elegant Graphics for Data Analysis</a | ||
+ | > | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="https://adv-r.hadley.nz/index.html" target="_blank" | ||
+ | >Advanced R</a | ||
+ | > | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="https://r4ds.had.co.nz/index.html" target="_blank" | ||
+ | >R for Data Science</a | ||
+ | > | ||
+ | </li> | ||
+ | </ul> | ||
+ | |||
+ | <li> | ||
+ | <a href="http://learning.acm.org/webinar/" target="_blank" | ||
+ | >Learning Webinars</a | ||
+ | > | ||
+ | by <a href="http://www.acm.org/" target="_blank">ACM</a> | ||
+ | </li> | ||
</div> | </div> | ||
</div> | </div> | ||
</div> | </div> | ||
− | </section> | + | </div> |
+ | </section> | ||
− | + | <section class="section tot"> | |
− | + | <div class="container"> | |
− | + | <div class="content"> | |
− | + | <div class="columns"> | |
− | + | <div class="column"> | |
− | + | <h1>Movies</h1> | |
− | + | <p> | |
− | + | A short list of movies with big data, predictive analytics, and | |
− | + | machine learning embedded in the story line, from | |
− | + | <a | |
− | + | href="https://simplified-analytics.blogspot.com.tr/2016/10/watch-these-movies-for-big-data.html" | |
− | + | target="_blank" | |
− | + | >Simplified Analytics</a | |
− | </ | + | >. |
− | </ | + | </p> |
− | + | <ul> | |
− | + | <li> | |
+ | <a href="http://www.imdb.com/title/tt0478087/" target="_blank" | ||
+ | >21</a | ||
+ | > | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="http://www.imdb.com/title/tt0470752/" target="_blank" | ||
+ | >Ex Machina</a | ||
+ | > | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="http://www.imdb.com/title/tt0343818/" target="_blank" | ||
+ | >I, Robot</a | ||
+ | > | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="http://www.imdb.com/title/tt0181689/" target="_blank" | ||
+ | >Minority Report</a | ||
+ | > | ||
+ | </li> | ||
+ | <li> | ||
+ | <a href="http://www.imdb.com/title/tt1210166/" target="_blank" | ||
+ | >Moneyball</a | ||
+ | > | ||
+ | </li> | ||
+ | </ul> | ||
</div> | </div> | ||
+ | <div class="column"></div> | ||
</div> | </div> | ||
</div> | </div> | ||
− | </section> | + | </div> |
+ | </section> | ||
− | + | <section class="section tot"> | |
− | + | <div class="container"> | |
− | + | <div class="content"> | |
− | + | <div class="columns"> | |
− | + | <div class="column"> | |
− | + | <h1>Classics</h1> | |
− | + | <p> | |
− | + | A short list of classical books from | |
− | + | <a href="http://dl.acm.org/" target="_blank" | |
− | <ul> | + | >ACM Digital Library</a |
− | <li>The computer and the brain, John von Neumann, 1958</li> | + | >. |
− | <li>A programming language, Kenneth E. Iverson, 1962</li> | + | </p> |
− | <li>IBM system/360 principles of operation, IBM, 1964</li> | + | <div class="columns is-small"> |
− | <li>Computation: finite and infinite machines, Marvin L. Minsky, 1967</li> | + | <div class="column"> |
− | <li>Formal languages and their relation to automata, John E. Hopcroft, Jeffrey D. Ullman, | + | <ul> |
− | <li>Structured programming, O. J. Dahl, E. W. Dijkstra, C. A. R. Hoare, 1972</li> | + | <li>The computer and the brain, John von Neumann, 1958</li> |
− | <li>The multics system, Elliott I. Organick, 1972</li> | + | <li>A programming language, Kenneth E. Iverson, 1962</li> |
− | <li>The theory of parsing, translation, and compiling, Alfred V. Aho, Jeffrey D. Ullman, 1972</li> | + | <li>IBM system/360 principles of operation, IBM, 1964</li> |
− | </ul> | + | <li> |
− | + | Computation: finite and infinite machines, Marvin L. Minsky, | |
− | + | 1967 | |
− | <ul> | + | </li> |
− | <li>Operating system principles, Per Brinch Hansen, 1973</li> | + | <li> |
− | <li>Compiler construction, F. L. Bauer, F. L. De Remer, M. Griffiths, U. Hill, J. J. Horning, C. H. A. Koster, W. M. McKeeman, P. C. Poole, W. M. Waite / J. Eickel, G. Goos, J. Hartmanis, 1974</li> | + | Formal languages and their relation to automata, John E. |
− | <li>PASCAL user manual and report, Kathleen Jensen, Niklaus Wirth, P. Brinch Hansen, D. Gries, C. Moler, G. Seegmüller, N. Wirth, G. Goos, J. Hartmanis, 1974</li> | + | Hopcroft, Jeffrey D. Ullman, 1969 |
− | <li>The architecture of concurrent programs, Per Brinch Hansen, 1977</li> | + | </li> |
− | <li>Anatomy of LISP, John Allen, 1978</li> | + | <li> |
− | <li>Classics in software engineering, Edward Nash Yourdon, 1979</li> | + | Structured programming, O. J. Dahl, E. W. Dijkstra, C. A. R. |
− | <li>Mindstorms, Seymour Papert, 1980</li> | + | Hoare, 1972 |
− | <li>Cryptography and data security, Dorothy Elizabeth Robling Denning, 1982</li> | + | </li> |
− | </ul> | + | <li>The multics system, Elliott I. Organick, 1972</li> |
− | + | <li> | |
− | + | The theory of parsing, translation, and compiling, Alfred V. | |
− | <ul> | + | Aho, Jeffrey D. Ullman, 1972 |
− | <li>Selected writings on computing, Edsger W. Dijkstra , Year of Publication: 1982</li> | + | </li> |
− | <li>Writing efficient programs, Jon Louis Bentley, 1982</li> | + | </ul> |
− | <li>The Elements of Programming Style, Brian W. Kernighan, P. J. Plauger, 1982</li> | + | </div> |
− | <li>Artificial intelligence, Elaine Rich, 1983</li> | + | <div class="column"> |
− | <li>Smalltalk-80, Adele Goldberg, David Robson, 1983</li> | + | <ul> |
− | <li>Essays in computing science, C. A. R. Hoare / C. B. Jones, 1989</li> | + | <li>Operating system principles, Per Brinch Hansen, 1973</li> |
− | <li>The relational model for database management, E. F. Codd, 1990</li> | + | <li> |
− | <li>Macintosh human interface guidelines, Apple Computer, Inc., 1992</li> | + | Compiler construction, F. L. Bauer, F. L. De Remer, M. |
− | <li>201 principles of software development, Alan M. Davis, 1995</li> | + | Griffiths, U. Hill, J. J. Horning, C. H. A. Koster, W. M. |
− | </ul | + | McKeeman, P. C. Poole, W. M. Waite / J. Eickel, G. Goos, J. |
− | + | Hartmanis, 1974 | |
+ | </li> | ||
+ | <li> | ||
+ | PASCAL user manual and report, Kathleen Jensen, Niklaus | ||
+ | Wirth, P. Brinch Hansen, D. Gries, C. Moler, G. Seegmüller, | ||
+ | N. Wirth, G. Goos, J. Hartmanis, 1974 | ||
+ | </li> | ||
+ | <li> | ||
+ | The architecture of concurrent programs, Per Brinch Hansen, | ||
+ | 1977 | ||
+ | </li> | ||
+ | <li>Anatomy of LISP, John Allen, 1978</li> | ||
+ | <li> | ||
+ | Classics in software engineering, Edward Nash Yourdon, 1979 | ||
+ | </li> | ||
+ | <li>Mindstorms, Seymour Papert, 1980</li> | ||
+ | <li> | ||
+ | Cryptography and data security, Dorothy Elizabeth Robling | ||
+ | Denning, 1982 | ||
+ | </li> | ||
+ | </ul> | ||
+ | </div> | ||
+ | <div class="column"> | ||
+ | <ul> | ||
+ | <li> | ||
+ | Selected writings on computing, Edsger W. Dijkstra , Year of | ||
+ | Publication: 1982 | ||
+ | </li> | ||
+ | <li>Writing efficient programs, Jon Louis Bentley, 1982</li> | ||
+ | <li> | ||
+ | The Elements of Programming Style, Brian W. Kernighan, P. J. | ||
+ | Plauger, 1982 | ||
+ | </li> | ||
+ | <li>Artificial intelligence, Elaine Rich, 1983</li> | ||
+ | <li>Smalltalk-80, Adele Goldberg, David Robson, 1983</li> | ||
+ | <li> | ||
+ | Essays in computing science, C. A. R. Hoare / C. B. Jones, | ||
+ | 1989 | ||
+ | </li> | ||
+ | <li> | ||
+ | The relational model for database management, E. F. Codd, | ||
+ | 1990 | ||
+ | </li> | ||
+ | <li> | ||
+ | Macintosh human interface guidelines, Apple Computer, Inc., | ||
+ | 1992 | ||
+ | </li> | ||
+ | <li> | ||
+ | 201 principles of software development, Alan M. Davis, 1995 | ||
+ | </li> | ||
+ | </ul> | ||
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You can check other Top Specializations on Coursera.
You can check O’Reilly Atlas and O'Reilly Free Books.
A short list of movies with big data, predictive analytics, and machine learning embedded in the story line, from Simplified Analytics.
A short list of classical books from ACM Digital Library.