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Julia 1 0 Programming Cookbook 1st edition by Przemyslaw Szufel, Bogumil Kaminski ISBN 1788998367 978-1788998369

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ISBN 10: 1788998367
ISBN 13: 978-1788998369
Author: Przemyslaw Szufel, Bogumil Kaminski

Julia, with its dynamic nature and high-performance, provides comparatively minimal time for the development of computational models with easy-to-maintain computational code. This book will be your solution-based guide as it will take you through different programming aspects with Julia.

Starting with the new features of Julia 1.0, each recipe addresses a specific problem, providing a solution and explaining how it works. You will work with the powerful Julia tools and data structures along with the most popular Julia packages. You will learn to create vectors, handle variables, and work with functions. You will be introduced to various recipes for numerical computing, distributed computing, and achieving high performance. You will see how to optimize data science programs with parallel computing and memory allocation. We will look into more advanced concepts such as metaprogramming and functional programming. Finally, you will learn how to tackle issues while working with databases and data processing, and will learn about on data science problems, data modeling, data analysis, data manipulation, parallel processing, and cloud computing with Julia.

By the end of the book, you will have acquired the skills to work more effectively with your data

Julia 1.0 Programming Cookbook 1st Table of contents:

  1. Dedication
  2. About Packt
  3. Why subscribe?
  4. Packt.com
  5. Contributors
  6. About the authors
  7. About the reviewer
  8. Packt is searching for authors like you
  9. Preface
  10. Who this book is for
  11. What this book covers
  12. To get the most out of this book
  13. Download the example code files
  14. Download the color images
  15. Conventions used
  16. Sections
  17. Getting ready
  18. How to do it…
  19. How it works…
  20. There’s more…
  21. See also
  22. Get in touch
  23. Reviews
  24. Installing and Setting Up Julia
  25. Introduction
  26. Installing Julia from binaries
  27. Getting ready
  28. How to do it…
  29. Installing Julia on Linux Ubuntu
  30. Installing Julia on Windows
  31. There’s more…
  32. See also
  33. Julia IDEs
  34. Getting ready
  35. How to do it…
  36. Juno
  37. Microsoft Visual Studio Code
  38. Sublime Text
  39. See also
  40. Julia support for text editors
  41. Getting ready
  42. How to do it…
  43. Configuring Julia with Nano
  44. Configuring Julia with Vim
  45. Configuring Julia with Emacs
  46. See also
  47. Building Julia from sources on Linux
  48. Getting ready
  49. How to do it…
  50. Option 1 – build Julia without Intel’s MKL
  51. Option 2 – build Julia with Intel MKL (without Intel LIBM)
  52. Option 3 – build Julia with Intel MKL and with Intel LIBM
  53. How it works…
  54. There’s more…
  55. See also
  56. Running Julia inside the Cloud9 IDE in the AWS cloud
  57. Getting ready
  58. How to do it…
  59. How it works…
  60. See also
  61. How to customize Julia on startup
  62. Getting ready
  63. How to do it…
  64. Running a script on Julia startup
  65. Running a single Julia command on startup
  66. Running a script every time Julia starts
  67. How it works…
  68. There’s more…
  69. See also
  70. Setting up Julia to use multiple cores
  71. Getting ready
  72. How to do it…
  73. Multiple processes
  74. Multiple threads
  75. How it works…
  76. There’s more…
  77. See also
  78. Useful options for interaction with Julia
  79. Getting ready
  80. How to do it…
  81. How it works…
  82. There’s more…
  83. See also
  84. Displaying computation results in Julia
  85. Getting ready
  86. How to do it…
  87. How it works…
  88. There’s more…
  89. See also
  90. Managing packages
  91. Getting ready
  92. How to do it…
  93. How it works…
  94. There’s more…
  95. See also

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Tags: Przemyslaw Szufel, Bogumil Kaminski, Programming Cookbook