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# Python for data science

## Classical Time Series Forecasting Using Python

Time Series is generally data that is collected over time and is dependent on it. It is simply a series of data points ordered in time. Components of a Time Series 1) Trend We can define change as a general direction in which a

## Bayesian Inference in Python

Bayes Theorem Bayes Theorem uses prior knowledge or experience to provide better results. Mathematically speaking, it uses conditional probability of an eventBayes’ theorem is stated mathematically as the following equation: P(A/B) =…

## Data Science: Python for Data Preprocessing

In the last article, we had look at how the raw vegetables are obtained for preparing a dish i.e. raw data extraction through web scraping from various websites. Now it’s time to clean these vegetables and process it to make it apt for

## Install Python on Windows and Mac (Anaconda)

This tutorial is split into three sections. The first part is installing Anaconda. The second part is testing your installation (making sure conda works, dealing with path issues etc). Finally, the last part of the tutorial goes over

## Web Scraping Tutorial Using Python – Part 1

Whenever we prepare any delicious dish, a lot of preparation is required for it. Collecting all the raw items, cleaning and making them apt for usage in the dish. Then we have to use different spices to get the delicious flavors out of the

## Workshop On Data Science Using Python And Advance Excel

Workshop at Aligarh Muslim University, Aligarh Why Learn Python? A good Data Scientist is a passionate coder statistician, and there’s no better programming language for a statistician to learn than Python. It’s a popular skill among

## Workshop On Data Science Using Python And Advance Excel

Workshop at Aligarh Muslim University, Aligarh Why Learn Python? A good Data Scientist is a passionate coder statistician, and there’s no better programming language for a statistician to learn than Python. It’s a popular skill among

## Data Science Solution Using Titanic Dataset

Overview The sinking of the Titanic is one of the most infamous shipwrecks in history. On 15 April 1912, Titanic made its first voyage. The ship sank after it collided with an iceberg. About 1500 people were killed during this incident. One…

## Introduction To Python For Data Visualization With Seaborn

Here we will learn how to create various kinds of plots using one of Python’s most efficient libraries example seaborn built especially for data visualization. Data visualization which helps us to present our analysis from any data which we…

## Support Vector Machine

Table of Contents Introduction How does Support Vector Machine work (SVM) ? Kernel trick Implementing SVM in Python Advantages and Disadvantages Applications Introduction Support Vector Machine (SVM) is a popular supervised machine learning…