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Udemy Data Analysis and Plotting for Chemistry with Python

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Type: Tutorials
Language: English
Category: Other
Size: 1.8 GB
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Files:
  1. Get Bonus Downloads Here.url 180 bytes
  2. 1 -Introduction.mp4 16.0 MB
  3. 1 -setting up a colab environment.mp4 4.1 MB
  4. 10 -Problem To solve for particle in one dimensional box.mp4 23.2 MB
  5. 11 -Two dimensional arrays (arrays of zeros and ones).mp4 15.0 MB
  6. 12 -Problem Electronic configuration of Iron in the form of table using Numpy Zero.mp4 25.5 MB
  7. 13 -Reshaping of a two dimensional array.mp4 29.4 MB
  8. 14 -Complex Reshaping of an array.mp4 16.7 MB
  9. 15 -NumPy array from Function.mp4 13.2 MB
  10. 16 -Indexing of an array.mp4 30.7 MB
  11. 17 -changing an item in an array.mp4 12.9 MB
  12. 18 -some other functions in indexing and slicing of an array.mp4 9.9 MB
  13. 19 -Reversing an array.mp4 9.3 MB
  14. 2 -ProblemsLimitations of Python Lists.mp4 12.6 MB
  15. 20 -Mean, standard deviation of array.mp4 8.7 MB
  16. 21 -max min argmax argmin of an array.mp4 7.1 MB
  17. 22 -columnwise indexing, argmax,.mp4 24.8 MB
  18. 23 -Compound Indexing of an array.mp4 17.9 MB
  19. 24 -Masking of an array.mp4 41.1 MB
  20. 25 -Applying condition on an array.mp4 5.8 MB
  21. 26 -Math vs numpy for an operation on an array.mp4 16.3 MB
  22. 27 -multiplication and divisions of an array with another one.mp4 17.3 MB
  23. 28 -Math operation (addition, multiplication division) on arrays of diff dimension.mp4 26.4 MB
  24. 29 -Math operation (addition, multiplication division) on arrays of same dimension.mp4 25.1 MB
  25. 3 -Tan of 10 values between 0 and 2Pi using list and for loop.mp4 34.4 MB
  26. 30 -NumPy Vectorize operation for a function.mp4 18.4 MB
  27. 31 -Opening a file with NumPy.mp4 27.9 MB
  28. 32 -Save Ionization potential data into a csv file using NumPy.mp4 33.1 MB
  29. 33 -arguments in opening a file suing NumPy and dealing with empty numbers.mp4 51.8 MB
  30. 34 -genfromtxt and loadtxt options to open a file.mp4 8.9 MB
  31. 4 -Tan of 10 values between 0 and 2Pi using NumPy.mp4 18.5 MB
  32. 5 -Generate array of equally spaced values through linspace.mp4 11.0 MB
  33. 6 -Square of an array.mp4 5.8 MB
  34. 7 -Some other functions on an array in NumPy.mp4 12.3 MB
  35. 8 -Problem Rate constant of a first order reaction through Arrhenius equation.mp4 25.8 MB
  36. 9 -Equally space array using step size (arange).mp4 12.5 MB
  37. 1 -Limitation of NumPy in handling strings in data.mp4 23.9 MB
  38. 10 -Performing a boolean test on a series and to find an item in the series.mp4 22.8 MB
  39. 11 -Sorting of a series by index and value.mp4 22.3 MB
  40. 12 -Exporting the elemental propertes to a csv file and read from it.mp4 53.4 MB
  41. 13 -Reading a pdb file as a table using Pandas and the arguments in opening a file.mp4 68.4 MB
  42. 14 -Exporting the pdb data to csv and excel using Pandas.mp4 24.4 MB
  43. 15 -Adding the properties of element to a dataframe by appending or by adding series.mp4 52.8 MB
  44. 16 -Droping an entrie row or column from a dataframe.mp4 18.5 MB
  45. 17 -16.ipynb 448 bytes
  46. 17 -Merging two dataframes.mp4 44.2 MB
  47. 18 -Generating a table of proton and neutrons of tranition metals.mp4 67.7 MB
  48. 19 -Enthalpy and entropy of fusion of transition metals using Pandas.mp4 37.2 MB
  49. 2 -Panda Series of melting points of the first five elements and the indexing.mp4 65.2 MB
  50. 3 -Panda Series from a dictionary of melting points and indexing by elements.mp4 27.4 MB
  51. 4 -Pandas dataframe of AN, AM, d, mp and bp of elements.mp4 40.6 MB
  52. 5 -Table of properties of elements using Pandas Dataframe index and column.mp4 25.1 MB
  53. 6 -Modifying dataframe and selectively printing a property from a dataframe.mp4 55.5 MB
  54. 7 -Indexing of a dataframe (loc).mp4 36.0 MB
  55. 8 -Indexing of a series of heat of combustion of alkenes.mp4 28.4 MB
  56. 9 -heat of enthalpies in kJ per gram by dividing series with molar mass.mp4 17.0 MB
  57. 1 -Plot to show Solubility of a compound in methanol as a function of temperature.mp4 45.3 MB
  58. 10 -Plotting more than one subplots in a figure.mp4 52.3 MB
  59. 11 -Plotting more than one subplots in a figure- A second approach.mp4 56.3 MB
  60. 2 -Modifying a plot by changing color, marker, line width etc.mp4 48.0 MB
  61. 3 -A ombined plot of solubliities of comp A and B and export the plot in PNG formt.mp4 66.0 MB
  62. 4 -bar plot of ionization energies and electron affinities of first 10 elements.mp4 14.8 MB
  63. 5 -scatter plot of alcohol contents againts alkalinity of ash and proline content.mp4 49.9 MB
  64. 6 -Histogram of ionization potentials of elements.mp4 31.5 MB
  65. 7 -STEM Plot of cosine of radians from 0 to 15.mp4 19.6 MB
  66. 8 -Pie chart of natual abdundances of 8 most abundant elements in earth crust.mp4 26.2 MB
  67. 9 -step plot of natual abdundances of 8 most abundant elements in earth crust.mp4 12.9 MB
  68. Bonus Resources.txt 70 bytes

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