Pandas Library for Data Manipulation

Data Analysis, Machine Learning

Data analysis is one of the most empowered part of Data Science, and when it comes to data analysis then Python’s Pandas Library just couldn’t be skipped.

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Introduction to Tensorflow – 2 : Building a Neural Network with Tensorflow

Neural Network, Platforms

In this article we will build a neural network in tensorflow to classify hand written digits. Tensorflow is an open source library by google, developed by google brain team and Neural network is the core algorithm behind deep learning .

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Python NumPy Package

Machine Learning

In this blog, we will be discussing some basic operations and techniques of NumPy package in Python. This concept is totally for beginners though some basic syntax knowledge of Python syntax would be great.

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Student Performance Analysis

Classification, Data Analysis, Data Science, Machine Learning, Projects

In this post I’m going to analyze the factors affecting student’s performance in the final exams and in the end of the post, I’ll use logistic regression to predict whether the student passes the exam or not usingĀ attributes like demographic, social and school related features . If you are unfamiliar with logistic regression or need […]

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Python NumPy Package


Machine Learning

In this blog, we will be discussing some basic operations and techniques of NumPy package in Python. This concept is totally for beginners though some basic syntax knowledge of Python syntax would be great.

March 4, 2018

Linear Regression


Machine Learning

Linear Regression is a supervised learning algorithm used in regression tasks. In this post we’ll see what is regression and understand what linear regression is and how it works.We’ll also implement it with sklearn.

February 3, 2018

Transfer Learning


Artificial Intelligence

Transfer Learning is a very powerful idea in machine learning. In transfer learning we take knowledge , a neural network learned from one task and apply it to the other task. “Transfer learning will next driver of machine learning success” says Andrew Ng, at his famous NIPS 2016 tutorial

January 20, 2018

Neural Network: Learning


Neural Network

In the last blog post we saw what a neural network is ,it’s representation and the maths behind it(To check that blog post,click here). We didn’t talk about how this neural network actually learns. We have a design for a neural network, but how can it learn to do something? The first thing we will […]

January 6, 2018