In the last post of this series , we got the basic ideas of Pytorch and how to use few of the features of the Pytorch. In this tutorial we will go through how to code a deep neural network. First we will go through, what are the basic steps required in neural network and…
Author: Aritra Sen
Deep Learning with Pytorch – Getting Started 1.0
The idea of this new series of posts to get you started with Pytorch and to go through with different implementations like neural networks,CNN , RNN etc. I assume that you know the theory part of deep learning. So I will cover the coding with Pytorch in this series. Now the motivation , why Pytorch…
ML Python Tutorials – 1.0 – Dimension Reduction – PCA
Machine Learning can be divided mainly in two sections – Supervised Learning – Where we teach the machines with correct answers or labels. Ex – Regression or Classification. Unsupervised Learning – We deal with unlabeled data and we either do Clustering or we go for Dimension Reduction. In this article we will go through the…
Python Tutorials – 1.7 – Pandas
Pandas:
Python Tutorials – 1.6 – Class and Instances
Python Tutorials – 1.5 – Numpy
Numpy is the short form of ‘Numerical Python‘. This is one library you should learn if you are interested in Data Science with Python. The core of Numpy is it’s N-Dimension Array which is similar to List but has many advance over List like – More compact. Faster access in Reading and writing items. Ease…
Python Tutorials – 1.4 – Sorting List , Tuple , Dictionary & Zip Function
In this tutorial we will look into the code – to do sorting on different Python objects. Also we will look into use of Zip function and how this function can be applied to the dictionary to get the min , max and sort by key/values.
Python Tutorials – 1.3 – Functions , Scope Of Variables , Lambda Functions
In Python we have many built-in functions like print() , len() but we can define our own reusable functions which can perform user defined set of operations. How to define a function: function definition starts with def keyword and followed by function name & () Within the () we write the input parameters. Followed by :…
Python Tutorials – 1.2 – DataTypes Conversion and Loops
When you are playing with data , you will come across with the situations when you need to do datatype conversion , there are several built in functions which can help us perform this activity. Below , I have given few examples – Whenever you want to run a block of code again and again…
Python Tutorials – 1.1 – Variables and Data Types
Before starting with Python Variables, let’s look into the different mathematical operations you can do in Python. Python is not strictly typed language , so you don’t need declare the type of the variable and then use.You can straightway assign the values of variables and python will understand the type of the variables. Below are…