Udemy - Data Analysis and Plotting for Chemistry with Python

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 -Introduction.mp4 (16.0 MB)
2 - Numpy
• 1 -setting up a colab environment.mp4 (4.1 MB)
• 10 -Problem To solve for particle in one dimensional box.mp4 (23.2 MB)
• 11 -Two dimensional arrays (arrays of zeros and ones).mp4 (15.0 MB)
• 12 -Problem Electronic configuration of Iron in the form of table using Numpy Zero.mp4 (25.5 MB)
• 13 -Reshaping of a two dimensional array.mp4 (29.4 MB)
• 14 -Complex Reshaping of an array.mp4 (16.7 MB)
• 15 -NumPy array from Function.mp4 (13.2 MB)
• 16 -Indexing of an array.mp4 (30.7 MB)
• 17 -changing an item in an array.mp4 (12.9 MB)
• 18 -some other functions in indexing and slicing of an array.mp4 (9.9 MB)
• 19 -Reversing an array.mp4 (9.3 MB)
• 2 -ProblemsLimitations of Python Lists.mp4 (12.6 MB)
• 20 -Mean, standard deviation of array.mp4 (8.7 MB)
• 21 -max min argmax argmin of an array.mp4 (7.1 MB)
• 22 -columnwise indexing, argmax,.mp4 (24.8 MB)
• 23 -Compound Indexing of an array.mp4 (17.9 MB)
• 24 -Masking of an array.mp4 (41.1 MB)
• 25 -Applying condition on an array.mp4 (5.8 MB)
• 26 -Math vs numpy for an operation on an array.mp4 (16.3 MB)
• 27 -multiplication and divisions of an array with another one.mp4 (17.3 MB)
• 28 -Math operation (addition, multiplication division) on arrays of diff dimension.mp4 (26.4 MB)
• 29 -Math operation (addition, multiplication division) on arrays of same dimension.mp4 (25.1 MB)
• 3 -Tan of 10 values between 0 and 2Pi using list and for loop.mp4 (34.4 MB)
• 30 -NumPy Vectorize operation for a function.mp4 (18.4 MB)
• 31 -Opening a file with NumPy.mp4 (27.9 MB)
• 32 -Save Ionization potential data into a csv file using NumPy.mp4 (33.1 MB)
• 33 -arguments in opening a file suing NumPy and dealing with empty numbers.mp4 (51.8 MB)
• 34 -genfromtxt and loadtxt options to open a file.mp4 (8.9 MB)
• 4 -Tan of 10 values between 0 and 2Pi using NumPy.mp4 (18.5 MB)
• 5 -Generate array of equally spaced values through linspace.mp4 (11.0 MB)
• 6 -Square of an array.mp4 (5.8 MB)
• 7 -Some other functions on an array in NumPy.mp4 (12.3 MB)
• 8 -Problem Rate constant of a first order reaction through Arrhenius equation.mp4 (25.8 MB)
• 9 -Equally space array using step size (arange).mp4 (12.5 MB)
3 - Pandas
• 1 -Limitation of NumPy in handling strings in data.mp4 (23.9 MB)
• 10 -Performing a boolean test on a series and to find an item in the series.mp4 (22.8 MB)
• 11 -Sorting of a series by index and value.mp4 (22.3 MB)
• 12 -Exporting the elemental propertes to a csv file and read from it.mp4 (53.4 MB)
• 13 -Reading a pdb file as a table using Pandas and the arguments in opening a file.mp4 (68.4 MB)
• 14 -Exporting the pdb data to csv and excel using Pandas.mp4 (24.4 MB)
• 15 -Adding the properties of element to a dataframe by appending or by adding series.mp4 (52.8 MB)
• 16 -Droping an entrie row or column from a dataframe.mp4 (18.5 MB)
• 17 -16.ipynb (0.4 KB)
• 17 -Merging two dataframes.mp4 (44.2 MB)
• 18 -Generating a table of proton and neutrons of tranition metals.mp4 (67.7 MB)
• 19 -Enthalpy and entropy of fusion of transition metals using Pandas.mp4 (37.2 MB)
• 2 -Panda Series of melting points of the first five elements and the indexing.mp4 (65.2 MB)
• 3 -Panda Series from a dictionary of melting points and indexing by elements.mp4 (27.4 MB)
• 4 -Pandas dataframe of AN, AM, d, mp and bp of elements.mp4 (40.6 MB)
• 5 -Table of properties of elements using Pandas Dataframe index and column.mp4 (25.1 MB)
• 6 -Modifying dataframe and selectively printing a property from a dataframe.mp4 (55.5 MB)
• 7 -Indexing of a dataframe (loc).mp4 (36.0 MB)
• 8 -Indexing of a series of heat of combustion of alkenes.mp4 (28.4 MB)
• 9 -heat of enthalpies in kJ per gram by dividing series with molar mass.mp4 (17.0 MB)
4 - Plotting of a spectrum through MatPlotLib.PyPlot
• 1 -Plot to show Solubility of a compound in methanol as a function of temperature.mp4 (45.3 MB)
• 10 -Plotting more than one subplots in a figure.mp4 (52.3 MB)
• 11 -Plotting more than one subplots in a figure- A second approach.mp4 (56.3 MB)
• 2 -Modifying a plot by changing color, marker, line width etc.mp4 (48.0 MB)
• 3 -A ombined plot of solubliities of comp A and B and export the plot in PNG formt.mp4 (66.0 MB)
• 4 -bar plot of ionization energies and electron affinities of first 10 elements.mp4 (14.8 MB)
• 5 -scatter plot of alcohol contents againts alkalinity of ash and proline content.mp4 (49.9 MB)
• 6 -Histogram of ionization potentials of elements.mp4 (31.5 MB)
• 7 -STEM Plot of cosine of radians from 0 to 15.mp4 (19.6 MB)
• 8 -Pie chart of natual abdundances of 8 most abundant elements in earth crust.mp4 (26.2 MB)
• 9 -step plot of natual abdundances of 8 most abundant elements in earth crust.mp4 (12.9 MB)
• Bonus Resources.txt (0.1 KB)