Machine Learning

Top Resources for Computer Science Learning

For self-starters interested in technology, there have never been so many resources for free online education List Of Best Resources for Online Learning Competitive Programming HackerRank provides you a good platform to solve coding problems with inbuilt compiling and execution platform.HackerEarth is a website which provides you an environment to prepare for the interviews of various companies like Microsoft,Google,Amazon etc.Codechef is Non Profit organisation for educational Initiative. Initially Directi codechef started but now Unacademy partenrs it too.CodeForces This is a Russian website for programming.Spoj This website provides Online programming contests with online program execution. Web Development W3Schools if you're starting…
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Exploratory Data Analysis(EDA) With Python

Exploratory Data Analysis(EDA) With Python

Exploratory Data Analysis is method which is used by statisticians to show the patterns and some important results. This is mainly done by visualizing various graphs. In Data Analysis EDA is very important step to monitor and recognize the valuable patterns within the data. Requirements:- PythonPandasSeaborn sns librarymatplotlib libraryNumPy In this Post I am going to perform a Simple EDA on Titanic Datasets available on Kaggle. You can download it from here. Importing Required Python Libraries. import numpy as np import pandas as pd from pandas import Series, DataFrame import matplotlib as mpl import matplotlib.pyplot as plt import seaborn as…
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Datasets Importing and exporting  in Python.

Datasets Importing and exporting in Python.

What is Dataset? Datasets are container of data in python. It can work as data storage for the various algorithms in python. and also a primary storage of data in Data Science. Below I will be discussing how to import a datasets as dataframe in python. For this post I'll be using a public dataset called Titanic Dataset available on kaggle. You can dowload it from Titanic Dataset Importing Data from various excel sheets as dataframe. There are various type of excel sheets supported by Microsoft excel. Importing some of those files is illustrated below in python. 1.Importing datasets from…
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