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How to get a job in Data Science

If you know enough statistics, programming especially python, Machine Learning, etc, one thing you should know that still getting a job in Data Science is a difficult task. Some people may have the best skill set, but one thing that…
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Bar Chart Race Tutorial

In this article, you’ll learn how to create a bar chart race animation such as the one above using the matplotlib data visualization library in python. Bar chart races have been around for quite some time. This year, they’ve taken…
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Google Play Store Data Analysis with Python

The Google Play Store apps data analysis provides enough potential to drive apps making businesses to succeed. Actionable stats can be drawn for developers to work on and capture the Android market. The data set that I have taken in…
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Space Exploration with Machine Learning

Spacecraft and satellites operating in deep space can generate huge amounts of data due to the complexity of their research missions. Because of the different rotations and orbits of their host planets, these massive data packets must be transmitted to…
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Dog and Cat Classification using CNN

Introduction to CNN Convolutional neural networks (CNN) are primarily used to classify images or identify pattern similarities between them. So a convolutional network receives a normal color image as a rectangular box whose width and height are measured by the…
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Facebook Social Network Analysis with Machine Learning

Social Network Analysis is one of the important topics of Machine Learning. A basic step for social network analysis is to encode the data into low dimensional representations. Social networks have greatly facilitated communication between web users around the world.…
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Indian GDP Analysis with Python

Understanding GDP Gross domestic product (GDP) at current prices is the GDP at the market value of goods and services produced in a country during a year. In other words, GDP measures the monetary value of final goods and services…
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twitter sentiment analysis

Twitter Sentiment Analysis

Twitter Sentiment Analysis is the process of computationally identifying and categorizing tweets expressed in a piece of text, especially in order to determine whether the writer’s attitude towards a particular topic, product, etc. is positive, negative, or neutral. In this Article…
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SMS Spam Detection with Machine Learning

This Article is based on SMS Spam detection classification with Machine Learning. I will be using the multinomial Naive Bayes implementation. This particular classifier is suitable for classification with discrete features (such as in our case, word counts for text classification). It…
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Weather Forecasting with Machine Learning

In this article, I will show how we can do Weather Forecasting with Machine Learning algorithm and compare some frameworks for further classification. Lets start this task by importing the libraries Download and read the data set To look at…
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What is Artificial Intelligence

The term artificial intelligence stirs emotions. For one thing there is our fascination with intelligence, which seemingly imparts to us humans a special place among life forms. Questions arise such as What is intelligence?, How can one measure intelligence? or…
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Credit Card Fraud Detection with Machine Learning

In this article, I will create a model for credit card fraud detection using machine learning predictive model Autoencoder and python. Lets start with importing libraries The data set I am going to use contains data about credit card transactions that…
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Virtual Reality with Python

Virtual Reality is a term used for computer-generated 3D environments that allow the user to enter and interact with alternate realities. The users are able to immerse themselves to varying degrees in the computer’s artificial world which may either be…
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