If you have been reading about web technologies recently then it is totally possible that you might come across a word “ReactJS“. What is ReactJS? React or ReactJS is a JavaScript library. React is not a framework. (unlike Angular, which is more opinionated). React is an open-source project created by Facebook. React is used to …
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JS to JSON via AJAX
Yes, we are going to talk about the most “famous” programming language in this world, JAVASCRIPT. Just like Object-oriented programming is built on three sturdy pillars: encapsulation , specialization, and polymorphism, Web developement is also laid on these three pillars:- HTML CSS Javascript JAVASCRIPT JS is what which makes a web page run. JavaScript was originally designed to be …
How To Begin With Web Development
With the outbreak of corona virus, the whole country is under lockdown. Every student is “enjoying” their holidays while thinking at the same time to start studying in a particular field. So if you are looking for beginning your career in the field of web, this blog is especially for you. There are two components …
Final Week of ML
After completing a loads of assignments given by Andrew NG in his course of Machine Learning, we came to an end where he has given the application of machine learning in Photo OCR and its implementation. OCR, or optical character recognition, is one of the earliest addressed computer vision tasks, since it does not require …
Data Compression and PCA
Data compression is very useful technique for storing large amount of data which is used as training set for solving Machine Learning algorithm.Data Compression is a process of modify or converting the bits structure of data in such a way that it consumes less space on disk. PRINCIPAL COMPONENT ANALYSIS(PCA) This is used to reduce the 2-Dimensional …
Week 8-Unsupervised Learning
After learning about the Supervised Learning, we will talk about the Unsupervised learning. So, What is unsupervised learning? DEFINITION:- Unsupervised Learning is the learning algorithm used in machine learning which do contains training examples but with no label on it. Here,Clustering is the most important aspect used in unsupervised learning. clustering is the task of dividing …
Spam Classifier
Spam Classifier is one of the basic project we do implementing Machine Learning. While building the projects there are some key points which we need to keep in mind:- Collect lots of data(Collect those word which occur frequently in spams) Take sophisticated features(which gives header in spam emails) Develop algorithms to process your input in …
Evaluation Of Our Hypothesis
Machine learning is not all about creating a data model which can predict the answer based on the given training set but also to improve the efficiency of our Model by checking for errors. There are many ways to check for error, which can be given as:- Getting more training examples Trying smaller sets of …
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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The Thesis Whisperer 