Posts

Showing posts with the label artificial intelligence

How to build a chrome Extension using Machine Learning??

Image
“All the negative thoughts and ideas that are in the world have proceeded from this evil spirit of fear.” -by Swami Vivekanand This blog helps you how to build a chrome extension using tensorflow.js and node.js(Machine Learning). This Chrome Extension finds explicit content on the web page of the current chrome tab and will change according to the user's requirements(that is will make explicit content star mark and highlight the sentence or remove it). Prerequisite Topics: Why chrome Extension? What is chrome Extension? Important files in chrome Extension. What are Tensorflow.js and Node.js? Prerequisite for the NLP model in tensorflow.js. Model loading and Running on the local server. Why Chrome Extension? There are various ways we can implement explicit text classifier i.e. NLP model. We found 2 best ways that are API and chrome extension.API has some drawbacks like privacy issue hence we choose chrome Extension. Benefits o...

What is Deep Learning?

Image
"NEVER THINK THERE IS ANYTHING IMPOSSIBLE FOR THE SOUL. IT IS THE GREATEST HERESY TO THINK SO. IF THERE IS A SIN, THIS IS THE ONLY SIN; TO SAY THAT YOU ARE WEAK, OR OTHERS ARE WEAK" - By Swami Vivekanand Is Deep Learning now overtaking the Machine Learning algorithm?? Let us first know what is Machine Learning? Machine Learning was coined by " Arthur Samuel " in the year 1959. As we know to perform any Machine Learning algorithm we require a humongous amount of data and very high computation power. But at that time we are not able to generate or store that amount of data, additionally, the computer also doesn't have enough computation power. So this technology started exhausting, but now this is not the case. Machine Learning is a subfield of " Artificial Intelligence ".In the simplest term, we can say that training a machine on a various algorithm using the large dataset to take a decision like a human brain. Machine Learning uses a variety of algorit...

What is Blockchain?

Image
"ARISE BE FEARLESS BE STRONG. TAKE THE RESPONSIBILITY ON YOURSELF AND KNOW THAT YOU ARE THE CREATORS OF YOUR FUTURE. ALL THE HELP AND POWER YOU SEEK LIES WITHIN YOU.SO RISE AND CREATE YOUR OWN FUTURE." -BY SWAMI VIVEKANAND What you should know to take part in any blockchain related technology or debates are as follow: 1)What is Blockchain? 2)Understanding SHA256 Hash(Algorithm currently used by Bitcoin ) 3)Immutable Ledger 4)Distributed P2P network(The Nonce) 5)How Mining Works (The Cryptographic Puzzle) 6)Consensus Protocol(Defence against Attackers, Competing chains) What is Blockchain? The blockchain is now one of the famous technology of the 21st century. Blockchain now serving mainly in the field of security and cryptocurrency. Initially, the Blockchain term explained by Stuart Haber and W. Scott Stornetta the year 1991 in his paper called " How To Timestamp Digital Document ".This Technology become a hot topic when Satoshi Nakamoto published a paper on the cry...

Artificial Intelligence: Boon or bane?

Image
When the 21st century began, we spoke of how Artificial Intelligence would soon replace workers and take over that space, leaving a susceptible job market. While that prediction was true, nobody saw the advent of AI taking over legal jobs, managerial jobs, and even reporting jobs. This leaves us to the question: Will artificial intelligence take over the world? The answer is a double-edged sword. If we don’t discount these factors, then expect to see a Terminator-like situation in the future. It could be a violent scenario, as an experiment recently showed. Google’s DeepMind did a series of an experiment on how AI would react to hostile situations. In the experiments, it was shown that the AI-powered robots resorted to violence and attacked other robots in order to survive. Stephen Hawking, Elon Musk, Steve Wozniak, Bill Gates , and many other big names in science and technology have recently expressed concern in the media about the risks posed by AI, joined by many leading AI resear...

How to start Machine Learning?

Image
Machine Learning now one of the trending technology in the 21st century and will take off high until the year 2020. By looking growth of machine learning it's a very hot topic for programmers. Every programmer wants to learn this new Technology, But it requires proper guidance since one can't start randomly and hope for best that eventually he'll become master in machine learning. Here in this blog, I mentioned some basic step which is required for beginners i.e.who really  want to machine learning seriously: The major topic which is required in machine learning which is the base of this technology: 1) Mathematics    i)linear algebra    ii)probability    iii)statistics    iv)calculas (Integration and Differential Equation for complex algorithm)    v)graph    vi)3-D space and vector  2) Algorithm   i)creating of the algorithm   ii)Analysis of the algorithm 3) Programming   i)Python (for beginners which...