Udemy - Data Analysis and Plotting for Chemistry with Python

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Udemy - Data Analysis and Plotting for Chemistry with Python

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Udemy - Data Analysis and Plotting for Chemistry with Python
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1 -Introduction.mp4
MP4
16 MB
1 -Limitation of NumPy in handling strings in data.mp4
MP4
23.9 MB
1 -Plot to show Solubility of a compound in methanol as a function of temperature.mp4
MP4
45.3 MB
1 -setting up a colab environment.mp4
MP4
4.1 MB
10 -Performing a boolean test on a series and to find an item in the series.mp4
MP4
22.8 MB
10 -Plotting more than one subplots in a figure.mp4
MP4
52.3 MB
10 -Problem To solve for particle in one dimensional box.mp4
MP4
23.2 MB
11 -Plotting more than one subplots in a figure- A second approach.mp4
MP4
56.3 MB
11 -Sorting of a series by index and value.mp4
MP4
22.3 MB
11 -Two dimensional arrays (arrays of zeros and ones).mp4
MP4
15 MB
12 -Exporting the elemental propertes to a csv file and read from it.mp4
MP4
53.4 MB
12 -Problem Electronic configuration of Iron in the form of table using Numpy Zero.mp4
MP4
25.5 MB
13 -Reading a pdb file as a table using Pandas and the arguments in opening a file.mp4
MP4
68.4 MB
13 -Reshaping of a two dimensional array.mp4
MP4
29.4 MB
14 -Complex Reshaping of an array.mp4
MP4
16.7 MB
14 -Exporting the pdb data to csv and excel using Pandas.mp4
MP4
24.4 MB
15 -Adding the properties of element to a dataframe by appending or by adding series.mp4
MP4
52.8 MB
15 -NumPy array from Function.mp4
MP4
13.2 MB
16 -Droping an entrie row or column from a dataframe.mp4
MP4
18.5 MB
16 -Indexing of an array.mp4
MP4
30.7 MB
17 -16.ipynb
IPYNB
409.6 B
17 -Merging two dataframes.mp4
MP4
44.2 MB
17 -changing an item in an array.mp4
MP4
12.9 MB
18 -Generating a table of proton and neutrons of tranition metals.mp4
MP4
67.7 MB
18 -some other functions in indexing and slicing of an array.mp4
MP4
9.9 MB
19 -Enthalpy and entropy of fusion of transition metals using Pandas.mp4
MP4
37.2 MB
19 -Reversing an array.mp4
MP4
9.3 MB
2 -Modifying a plot by changing color, marker, line width etc.mp4
MP4
48 MB
2 -Panda Series of melting points of the first five elements and the indexing.mp4
MP4
65.2 MB
2 -ProblemsLimitations of Python Lists.mp4
MP4
12.6 MB
20 -Mean, standard deviation of array.mp4
MP4
8.7 MB
21 -max min argmax argmin of an array.mp4
MP4
7.1 MB
22 -columnwise indexing, argmax,.mp4
MP4
24.8 MB
23 -Compound Indexing of an array.mp4
MP4
17.9 MB
24 -Masking of an array.mp4
MP4
41.1 MB
25 -Applying condition on an array.mp4
MP4
5.8 MB
26 -Math vs numpy for an operation on an array.mp4
MP4
16.3 MB
27 -multiplication and divisions of an array with another one.mp4
MP4
17.3 MB
28 -Math operation (addition, multiplication division) on arrays of diff dimension.mp4
MP4
26.4 MB
29 -Math operation (addition, multiplication division) on arrays of same dimension.mp4
MP4
25.1 MB
3 -A ombined plot of solubliities of comp A and B and export the plot in PNG formt.mp4
MP4
66 MB
3 -Panda Series from a dictionary of melting points and indexing by elements.mp4
MP4
27.4 MB
3 -Tan of 10 values between 0 and 2Pi using list and for loop.mp4
MP4
34.4 MB
30 -NumPy Vectorize operation for a function.mp4
MP4
18.4 MB
31 -Opening a file with NumPy.mp4
MP4
27.9 MB
32 -Save Ionization potential data into a csv file using NumPy.mp4
MP4
33.1 MB
33 -arguments in opening a file suing NumPy and dealing with empty numbers.mp4
MP4
51.8 MB
34 -genfromtxt and loadtxt options to open a file.mp4
MP4
8.9 MB
4 -Pandas dataframe of AN, AM, d, mp and bp of elements.mp4
MP4
40.6 MB
4 -Tan of 10 values between 0 and 2Pi using NumPy.mp4
MP4
18.5 MB
4 -bar plot of ionization energies and electron affinities of first 10 elements.mp4
MP4
14.8 MB
5 -Generate array of equally spaced values through linspace.mp4
MP4
11 MB
5 -Table of properties of elements using Pandas Dataframe index and column.mp4
MP4
25.1 MB
5 -scatter plot of alcohol contents againts alkalinity of ash and proline content.mp4
MP4
49.9 MB
6 -Histogram of ionization potentials of elements.mp4
MP4
31.5 MB
6 -Modifying dataframe and selectively printing a property from a dataframe.mp4
MP4
55.5 MB
6 -Square of an array.mp4
MP4
5.8 MB
7 -Indexing of a dataframe (loc).mp4
MP4
36 MB
7 -STEM Plot of cosine of radians from 0 to 15.mp4
MP4
19.6 MB
7 -Some other functions on an array in NumPy.mp4
MP4
12.3 MB
8 -Indexing of a series of heat of combustion of alkenes.mp4
MP4
28.4 MB
8 -Pie chart of natual abdundances of 8 most abundant elements in earth crust.mp4
MP4
26.2 MB
8 -Problem Rate constant of a first order reaction through Arrhenius equation.mp4
MP4
25.8 MB
9 -Equally space array using step size (arange).mp4
MP4
12.5 MB
9 -heat of enthalpies in kJ per gram by dividing series with molar mass.mp4
MP4
17 MB
9 -step plot of natual abdundances of 8 most abundant elements in earth crust.mp4
MP4
12.9 MB
Bonus Resources.txt
TXT
102.4 B
Get Bonus Downloads Here.url
URL
204.8 B

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