GANs consist of three terms Generative Adversarial Network. Let's understand these three terms first. Generative : A Generative Model takes input training sample from some distribution and learns to represents that distribution. Adversarial : It basically means Conflicting or Opposing. Networks : These are basically neural networks. So,Generative Adversarial Networks are deep neural network architecture comprising of two neural networks compete with each other to make a generative model. A GAN consist of two class models : Discriminative Model :- It is the one that discriminate between two different classes of data.It tries to identify real data from fakes created by the generator Generative Model :- The Generator turns noise into an imitation of the data to try to trick the discriminator Mathematically, A Generative Model 'G' to be trained on training data 'X' sampled from some true distribution 'D' is the one which, given some standard random distrib
Python is great for Back End Development, Data Analysis, Machine Learning, and Artificial Intelligence, Game Development, IoT, etc. you name it and python might do it.
There are a lot of good resources to learn python on the internet, but here i present you 3 Best website to learn python for free. Why spend the bucks when you can do it for free.
3 Best Websites to Learn Python
I've compiled these 3 websites but there are many more resources to learn from. what are your favorite website feel free to share.
#1 Python.org
The official home of Python Programming language. It has all the resources from getting started to learning advanced level and making your first project in Python. It will help you build all the concepts. If you are just getting started this is the place to visit.
Google has excellent Python tutorials for beginners, known as Google's Python Class. This class is freely available for everyone who wants to learn python. Google itself uses python for a lot of its projects. The course includes written tutorials, lecture videos, and lots of code exercises to practice Python coding. The class is geared for people who have a little bit of programming experience in some language, enough to know what is a "variable" or "if statement" is. Beyond that, you do not need ta be an expert programmer to use this material.
LearnPython.org provides interactive Python tutorials. Whether you are an experienced programmer or not, this website is intended for everyone who wishes to learn the Python programming language. You are not required to have prior experience. It has tutorials covering data manipulation, data visualization, statistics, machine learning, and more.
Bonus Website
Youtube.com is for sure one of the best sources for learning. One can get a tutorial on any topic for free. It contains a lot of material to learn python from basic to advance for anyone who has basic or no understanding of programming. Some of the top channels to learn are sentdex , Corey schafer and Krish naik.
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