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Python Top Libraries You Need to Create ML Model

Creating a Model of Machine Learning in Python, you need two libraries. One is 'NUMPY' and the other one is 'PANDA'.


For this project, we are using Python Libraries to Create a Model.
What Are Key Libraries You Need I have explained in the below steps. You need Two.
NUMPY - It has the capabilities of CalculationsPANDA - It has the capabilities of Data processing. To Build a model of Machine learning you need the right kind of data. So, to use data for your project, the Data should be refined. Else, it will not give accurate results. Data AnalysisData Pre-processing How to Import Libraries in Pythonimportnumpy as np # linear algebra
importpandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)

How to Check NUMPY/Pandas installed After '.' you need to give double underscore on both the sides of version. 
How Many Types of Data You Need You need two types of data. One is data to build a model and the other one is data you need to test the model. Data to build…

Python For Loop Example: This Is What Professionals Do

The for loop you need is to print the data you want usually multiple times. For loop, is having two arguments such as variable name and in. I have also given video example in the bottom.
for loops in python
In Python for loop list and count are related to same logic. In the below example, I have taken one array or list, and I counted using for loop, the number of elements in this list

For loop Syntax

for count in[1, 2, 3]: 
print(count)
print(’Yes’*count)

First step, How the above syntax works is what I want to share with you. The 'in' represents input array for Python for loop. That means the for loop works 3 times in Python. It displays only 3 times. The third step is just give 'yes', which will multiply with 'count' for 3 times.

This is whole story of for loop in Python. Second step, print just displays values of input that stored in the for loop variable of 'count'.

The 'count' gets values one by one from for loop input array.When you used the Shell to enter a loop, there was a reason that the interpreter waited to respond until after you entered an empty line: The interpreter did not know how long the loop block was going to be! The empty line is a signal to the interpreter that you are done with the loop block.

Index in For loop 

A small example given to get index and value from for loop.
#Get index using for loop
#You will get index and value
mylist=[1, 2, 3]: 
for idx, val in enumerate(mylist):
    print(idx, val)

Video Tutorial

I have created a small video, so that you can play quickly and check how for loop works in Python.
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