## Installing Libraries Anaconda

Now we will install the python libraries in anaconda. We will install “numpy” and pandas and we will also check the version of the libraries installed. For this, we need to open the anaconda navigator. If you remember we have created a new file named as “new2” (you may have created by some other name) Make sure in the application tab you have selected the file which you have created earlier as in my case its named as new2 also circled with a red circle. Next, we are going to…

## Machine Learning with Python

Machine learning is an area of interest for many people for almost 10 years. Many people have researched in this area tremendously for the last decade. Today we are going to start Machine Learning with Python. If you have no earlier experience of machine feel free to follow along. The software we are going to use is anaconda which can be downloaded from this link https://www.anaconda.com/distribution/. The python version we are going to use is Python 3.7. So download the version of anaconda 32bit or 64 bit based on your…

## Enhancing the life of Lead Acid Battery

The life of the lead-acid batteries heavily depends on the rate of charging and discharging. We can increase the life of our batteries by simply controlling the charging and discharging rate.  In this article, you will find about the optimal value of charging and discharging rate of a battery. SOC is defined as the state of charge of the battery. This parameter is generally used to design the controller for the battery. It will depict the percentage of battery charge at the instantaneous time. Batteries come with instructions to keep…

## Convolutions with Open-CV and Python:

Convolution is one of the most critical and fundamental building block in computer vision. In simple words it’s an element wise multiplication of the matrices and then summed. In simple words Multiply the two matrices element by element Sum the elements together In terms of computer vision suppose we have a 2 dimensional image with x number of rows and y number of columns. We have another matrix which may be smaller or tiny in size called as kernel matrix. It is normal to find hard defined kernel matrices for…