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 ...
Continue readingKaggle Titanic Solution
TheDataMonk
Grand Master
Data Scientist , Machine Learning , Python
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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 ...
Continue readingSupply Chain Analytics in Python
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 ...
Continue readingVisualization in Python Part 2
TheDataMonk
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Python , Uncategorized
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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 ...
Continue readingVisualizations in Python
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 ...
Continue readingReading and Writing files in Python
TheDataMonk
Grand Master
Python , Uncategorized
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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 ...
Continue readingTricky Interview Questions (Python)
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 ...
Continue readingFunctions in Python
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 ...
Continue readingLoop in Python
Loop and functions are two most important topics in the basics of Python. You need to have a really good hand on loop and functions.Loop is basically ...
Continue readingPython – Conditional Statements
TheDataMonk
Grand Master
Python , Uncategorized
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One of the most important thing which you need to learn in Python is the use of conditional statement. These are small code snippets which will help you solve multiple problems in a project or any hackathon.Conditional statements ...
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