There are many companies which are working on daily basis to improve their Recommender System which they are using now like Youtube, Amazon, Netflix and many other such companies which are providing web services. In layman’s term, Recommender system is used to suggest something to the user. Recommender systems are today unavoidable in our daily online …
Category Archives: Uncategorized
Neural Network-Autonomous Driving
This blog is not the traditional blog but a video blog in which my mentor explained the use of Neural networks in Autonomous Driving i.e. self driving cars which uses the large application of neural networks and works in the following way which you will be seeing in the below video. The videos has been …
Cost Function and Backpropagation-Neural Networks
After the understanding of Neural networks, you must be how to calculate the h(theta) for the output node of it. There is a way to calculate it which you might be thinking, Yes it the “Cost Function” only. The same cost function which you are using to calculate the logistic regression but with generalization. With …
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Application of Neural Networks
Neural Networks can be applied in the wide variety of problems including all the large algorithm which requires extensive paperwork, can be done in few minutes with the help of neural networks. They started explaining with the help of small examples like simple AND, OR and XOR gate implementation with neural networks. AND gate implementation …
Week-4 Neural Network
For the first hour, he was trying to motivate us to encapsulate the knowledge of Neural Network because it has great usage in Machine learning and can be used more efficiently other than logistic regression. Neural Network Algorithm that try to mimic the brain.Everything we do with our brain like learning and reproducing it when …
Logistic Regression
Logistic Regression is the way to get the solution for Classification problem. Why logistic regression? If we use linear regression for classification problem which contain only discrete values, it’ll give wavy curve which is not suitable.Hence, we use Logistic Regression for classification. Cost function will also be changed in logistic regression, it will look like:- …
Classification
As already mention in my one of the previous blog, Classification is one of the two types of Machine learning. It is defined as the graph which has been stated in the form based on discrete values obtained from a observation. We cannot calculate the classification problem simply by linear regression, we have to use …
Polynomial Regression & Normal Equation
To plot a graph using our dataset is a very crucial part of our prediction. It is not important to fit a straight line, it could also be a polynomial equation. We can have polynomial equations in a graph known as polynomial regression, for example, quadratic function as well as cubic function. While fitting a particular …
Why this blog?
I have started this blog as my “daily diary”.This personal blog will depict my day-to-day learning which I am pursuing. With the help of my blog, we’ll get to know many things about various ongoing things such as:- -My C++ and DBMS course on NTPEL. -My machine learning course by Andrew NG. -My ongoing project …
The Thesis Whisperer 