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Python

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Ada Boost Algorithm in Python

TheDataMonk Grand Master Machine Learning , Python Comments Off 997 views

Gist of Adaptive boost Algorithm in layman's term - If you want to improve the performance of a class then you should concentrate on improving the average marks of the class. In order to increase the average marks ...

Practice Numpy

TheDataMonk Grand Master Python , Uncategorized Comments Off 707 views

Numpy is one of the basic and most used packages in Python. It is mostly used for scientific computing.Most important Data Type in Numpy is Array.import numpy as npAnd you have installed the numpy package in your ...

EDA in Python

TheDataMonk Grand Master Python , Uncategorized Comments Off 1495 views

The complete Machine Learning journey can be penned down in 4 steps:-1. Exploratory Data Analysis - This is the first thing you do when you get a dataset. Before jumping on to building models, you need to ...

Kaggle Titanic Solution

TheDataMonk Grand Master Data Scientist , Machine Learning , Python Comments Off 5588 views

Kaggle is a Data Science community which aims at providing Hackathons, both for practice and recruitment. You should at least try 5-10 hackathons before applying for a proper Data Science post.Here we are taking the most basic problem ...

Supply Chain Analytics in Python

TheDataMonk Grand Master Analytics Manager , Case Study , Python 1 Comment 2494 views

Let’s take a case study of Supply Chain optimization. There is a Restaurant which serves Mega Pizza (40”). It has one oven, 3 bakers, and 1 packer. Following is the time required by each Pizz ...

Visualization in Python Part 2

TheDataMonk Grand Master Python , Uncategorized Comments Off 986 views

We have already plotted some basic graphs. Now it's time to plot some more graphs:- Line Histogram Now let’s create a line histogram with some random dataimport matplotlib.pyplot as plt import numpy as np ...

Visualizations in Python

TheDataMonk Grand Master Python , Uncategorized Comments Off 1088 views

Data visualization is the discipline of trying to understand data by placing it in a visual context so that patterns, trends and correlations that might not ...

Reading and Writing files in Python

TheDataMonk Grand Master Python , Uncategorized Comments Off 917 views

You always have to read and write files when working for a company or Hackathon. So, it's necessary to know how to read different types of files.Let's start the boring but important partThe most important command to open ...

Tricky Interview Questions (Python)

TheDataMonk Grand Master Python , Uncategorized 1 Comment 2303 views

The reason why I put interview questions as the title of a lot of posts is because:-1. It makes you click on the post2. It makes you feel ...

Functions in Python

TheDataMonk Grand Master Python , Uncategorized Comments Off 1114 views

Welcome to the world of Functions. This is undoubtedly the most important topic of your Data Science career :PFunction will make your life easy and your peer's life easier !!Toh shuru karte hain, bina kisi bakchodi ke(Let's start ...

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