Posts

What is Tensorflow? And How it will help in Deep learning?

Image
"IF YOU CAN DO WHAT YOU DO BEST AND BE HAPPY, YOU'RE FURTHER ALONG IN LIFE THAN MOST PEOPLE.SO NEVER JUDGE YOUR CAPABILITIES AND NEVER COMPARE WITH OTHERS."        - By Leonardo DiCaprio Deep Learning uses various libraries to train the models. Some famous Deep Learning Libraries (in python ) are as follows:    1)Keras    2)Theano     3)Tensorflow  From the above three, I like Tensorflow because of the below reasons.  a)Provides both C++ and  Python API that makes it easier to work on.  b)Has a faster compilation time than other Deep Learning libraries like Torch and Keras.  c)Tensorflow supports both CPU's( Central Processing Unit ) and GPU's( Graphical Processing Unit ) computing devices. What is Tensorflow? Open Source library developed by GOOGLE.   Developed Originally to run large Numerical Computations.   Accepts data in the form of multidimensional arrays of higher dimensions called ...

What is Augmented Reality or Virtual Reality?

Image
"LEARN EVERYTHING THAT IS GOOD FROM OTHERS BUT BRING  IT IN, AND IN YOUR OWN WAY ABSORB IT; DO NOT BECOME OTHERS".           -BY SWAMI VIVEKANAND INTRODUCTION We are spending most of our time looking at screens i.e. Mobile Phones, TV, Laptop etc. They have become a big part of our lives and VR and AR are the two technologies that are changing the way we use screens creating a new and exciting experience both in a different way. The market for AR and VR products in 2018 is expected to be 17.8 billion dollars  but by 2022 it is expected to go as high as two 150 billion dollars . The mostly Gaming Company uses AR and VR technology for better user experience but this not restricted to gaming at all it is also started playing a major role in almost every field. Virtual Reality and Augmented reality are two totally different thing let understand this one by one. WHAT IS AUGMENTED REALITY? Augmented reality is an interactive experience of a real-world en...

How to start Web Development?

Image
"When you are doing any work.... do it worship, as  the highest worship, and devote your whole life to it for the time being."          -By Swami Vivekanand                                                                                                     Web Development is one of the basic when you start developing any application. Web development is getting hike when we combine with Machine Learning and Artificial Intelligence and Deep Learning . So How to start, here I'll try to explain in brief about this. The Main Building Block of Web Development is are follows: FRONT-END (Which user see i.e. Graphical User Interface) 1)HTML5 (Hyper Text Markup Language) 2)CSS3 (Cascading Stylesheet)...

What is Computer Vision?

Image
"All power is within you. You can do anything and everything. Believe in that. Do not believe that you are weak; do not believe you are half-crazy lunatics, as most of us do nowadays. Stand up and express the divinity within you." -By Swami Vivekanand Introduction Computer  Vision is a field of computer science that enabling the computer to see just like a human. Computer vision is the study of visual data. The demand of the visual data in the world is really exploded. Everyone has smartphones in which they have the 1 or 2 and maybe 3 cameras, we can say that number of the camera is much larger than a number of population in the world because of that the massive amount of data is produced. One statistic by Cisco is that in the year 2020,80% of traffic on the internet it will be visual data, hence it is the critical issue that we should develop some algorithm which handles and analyze this large amount of data. For eg. In Youtube, approximately 5 hours of vi...

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...

How to start programming?

Image
"ONCE YOU ACCEPT A THOUGHT MAKE IT YOUR LIFE, LEARN FROM IT. LIVE THE THOUGHT LET IT OVERPOWER YOUR MIND YOUR MUSCLES. EVERY PARTICLE IN YOUR BODY.DO NOT ENTERTAIN ANY OTHER THOUGHT, SUCCESS WILL FOLLOW."  - By Swami Vivekanand If you belong to IT or CS background you need to know at least 1-2 language by-heart i.e C++, Python, Java etc. Programming seems to look hard but it is much easier than we think. Just the approach should be good and you can do wonder if you know any of the above-mentioned programming languages. Since when I  started learning, then I didn't know how to print hello world program in the console and how to compile, during practical I always copied the program from my classmates. But after so much of hard work I can say that I know to the programme. I am saying that anyone can learn to programme, the main thing you need to make decisions that I will give all the necessary hard work it requires. I am mentioning some tips you should know before start cod...