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Python

Course registration link:

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Python fundamental tutorials:
Data structure, function creation, control flow, Numpy, Pandas, visualization using matplotlib.

Python statistics:

Doing and discovering statistics using Python programming.

Python functions handling calculating the density, cumulative probability, quantile and random number generation for different statistical distributions: Normal distribution, t distribution, gamma distribution, chi-square distribution, F distribution, beta distribution, Hypothesis testing, etc.

Linear regression and Generalized linear models using Python programming.

ANOVA, factor analysis using Python programming.

Clustering model using Python programming.

Python machine learning:

tensorflow, keras, scikit-learn.

Pandas

How to filter a Pandas Series in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. Series is a data structure type that stores one dimensional labeled data in Pandas module in Python. When a Series is created, its value can be filtered using loc() Read more…

By wilsonzhang746, 8 monthsAugust 17, 2024 ago
Numpy

How to filter values of Numpy array in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. When a Numpy array is created, its values can be filtered, mainly via conditional tests statement. We provides several examples of filtering array in the following examples. Numpy provides Read more…

By wilsonzhang746, 8 monthsAugust 16, 2024 ago
Pandas

How to create Pandas Series from Numpy array in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. Pandas module in Python provides two data structures, namely Series and Data Frame. While a Data Frame is a tabular dataset has similar mechanism like a spreadsheet, a Series Read more…

By wilsonzhang746, 8 monthsAugust 15, 2024 ago
Pandas

How to create Pandas data structure Series in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. Pandas is a library module designed in Python programming. It is specific for data structure with labeled data. Pandas provides two data structure types, Series and Data Frame. Series Read more…

By wilsonzhang746, 8 monthsAugust 14, 2024 ago
Numpy

How to read csv file using Numpy in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. Numpy module has a function genfromtxt() that is used to read tabular data format into an array. The option for the function is the file name in working directory, Read more…

By wilsonzhang746, 9 monthsAugust 7, 2024 ago
Numpy

How to save and read Numpy array in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. When you are doing data analysis with Numpy module in Python, it is not uncommon that the array data information needs to be stored on local driver, then it Read more…

By wilsonzhang746, 9 monthsAugust 6, 2024 ago
Numpy

How to create structured arrays in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. We know Numpy arrays are data objects that store same type of data in one object. However, this statement is not strictly correct. Numpy provides also availability to create Read more…

By wilsonzhang746, 9 monthsAugust 5, 2024 ago
Numpy

Broadcasting of Numpy arrays in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. If two Numpy arrays may having different shapes take operations, e.g. addition or subtraction, and their shapes are compatible for such operation. This is called broadcasting. The prerequisite of Read more…

By wilsonzhang746, 9 monthsAugust 4, 2024 ago
Numpy

Views and copy of Numpy array in Python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. Same as with Python lists, simply using equal symbol to assign an array to a new object will make two arrays referring to the same array. Unlike lists, in Read more…

By wilsonzhang746, 9 monthsAugust 3, 2024 ago
Numpy

How to split Numpy array in python

We provide affordable online training course(via ZOOM meeting) for Python and R programming at fundamental level, click here for more details. A Numpy array can be divided into several arryas in Pyhton, and these kinds of operation are called splitting. In terms of row-wise or coloum-wise splitting, Numpy provide two Read more…

By wilsonzhang746, 9 monthsAugust 2, 2024 ago

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