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Topic: "python4datascience"

milaan9/93_Python_Data_Analytics_Projects

This repository contains all the data analytics projects that I've worked on in python.

Language: Jupyter Notebook - Size: 1.32 GB - Last synced at: 9 days ago - Pushed at: 4 months ago - Stars: 564 - Forks: 324

milaan9/01_Python_Introduction

Learn the basics of Python. These tutorials are for Python beginners. so even if you have no prior knowledge of Python, you won’t face any difficulty understanding these tutorials.

Language: Jupyter Notebook - Size: 15.3 MB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 336 - Forks: 268

milaan9/91_Python_Mini_Projects

Language: Jupyter Notebook - Size: 13.4 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 315 - Forks: 233

milaan9/07_Python_Advanced_Topics

You'll learn about Iterators, Generators, Closure, Decorators, Property, and RegEx in detail with examples.

Language: Jupyter Notebook - Size: 197 KB - Last synced at: 14 days ago - Pushed at: over 1 year ago - Stars: 300 - Forks: 242

milaan9/06_Python_Object_Class

Object-oriented programming (OOP) is a method of structuring a program by bundling related properties and behaviors into individual objects. In this tutorial, you’ll learn the basics of object-oriented programming in Python.

Language: Jupyter Notebook - Size: 574 KB - Last synced at: 6 days ago - Pushed at: over 2 years ago - Stars: 297 - Forks: 246

milaan9/90_Python_Examples

The best way to learn Python is by practicing examples. The repository contains examples of basic concepts of Python. You are advised to take the references from these examples and try them on your own.

Language: Jupyter Notebook - Size: 1.04 MB - Last synced at: 13 days ago - Pushed at: over 1 year ago - Stars: 295 - Forks: 231

milaan9/Python_Decision_Tree_and_Random_Forest

I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have been explained in detail with graphics for better understanding.

Language: Jupyter Notebook - Size: 3.9 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 263 - Forks: 203

milaan9/10_Python_Pandas_Module

Pandas is a high-level data manipulation tool developed by Wes McKinney. It is built on the Numpy package and its key data structure is called the DataFrame. DataFrames allow you to store and manipulate tabular data in rows of observations and columns of variables.

Language: Jupyter Notebook - Size: 3.44 MB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 243 - Forks: 227

milaan9/Python_Computer_Vision_from_Scratch

This repository explores the variety of techniques commonly used to analyze and interpret images. It also describes challenging real-world applications where vision is being successfully used, both for specialized applications such as medical imaging, and for fun, consumer-level tasks such as image editing and stitching, which students can apply to their own personal photos and videos.

Language: Jupyter Notebook - Size: 7.41 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 241 - Forks: 192

milaan9/02_Python_Datatypes

Data types specify the different sizes and values that can be stored in the variable. For example, Python stores numbers, strings, and a list of values using different data types. Learn different types of Python data types along with their respective in-built functions and methods.

Language: Jupyter Notebook - Size: 2.29 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 241 - Forks: 236

milaan9/09_Python_NumPy_Module

Numpy is a general-purpose array-processing package. It provides a high-performance multidimensional array object and tools for working with these arrays. It is the fundamental package for scientific computing with Python. Besides its obvious scientific uses, Numpy can also be used as an efficient multi-dimensional container of generic data.

Language: Jupyter Notebook - Size: 2.08 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 238 - Forks: 225

milaan9/04_Python_Functions

The function is a block of code defined with a name. We use functions whenever we need to perform the same task multiple times without writing the same code again. It can take arguments and returns the value.

Language: Jupyter Notebook - Size: 1.27 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 234 - Forks: 227

milaan9/12_Python_Seaborn_Module

Seaborn is one of the go-to tools for statistical data visualization in python. It has been actively developed since 2012 and in July 2018, the author released version 0.9. This version of Seaborn has several new plotting features, API changes and documentation updates which combine to enhance an already great library. This article will walk through a few of the highlights and show how to use the new scatter and line plot functions for quickly creating very useful visualizations of data.

Language: Jupyter Notebook - Size: 9.61 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 228 - Forks: 199

milaan9/05_Python_Files

Python too supports file handling and allows users to handle files i.e., to read and write files, along with many other file handling options, to operate on files. The concept of file handling has stretched over various other languages, but the implementation is either complicated or lengthy, but like other concepts of Python, this concept here is also easy and short. Python treats files differently as text or binary and this is important.

Language: Jupyter Notebook - Size: 2.15 MB - Last synced at: 13 days ago - Pushed at: over 2 years ago - Stars: 228 - Forks: 234

milaan9/08_Python_Date_Time_Module

Time is undoubtedly the most critical factor in every aspect of life. Therefore, it becomes very essential to record and track this component. In Python, date and time can be tracked through its built-in libraries. This article on Date and time in Python will help you understand how to find and modify the dates and time using the time and datetime modules.

Language: Jupyter Notebook - Size: 180 KB - Last synced at: 5 days ago - Pushed at: over 2 years ago - Stars: 227 - Forks: 213

milaan9/03_Python_Flow_Control

Flow control is the order in which statements or blocks of code are executed at runtime based on a condition. Learn Conditional statements, Iterative statements, and Transfer statements

Language: Jupyter Notebook - Size: 4.45 MB - Last synced at: 13 days ago - Pushed at: almost 2 years ago - Stars: 226 - Forks: 224

milaan9/11_Python_Matplotlib_Module

Matplotlib is an amazing visualization library in Python for 2D plots of arrays. Matplotlib is a multi-platform data visualization library built on NumPy arrays and designed to work with the broader SciPy stack. It was introduced by John Hunter in the year 2002. One of the greatest benefits of visualization is that it allows us visual access to huge amounts of data in easily digestible visuals. Matplotlib consists of several plots like line, bar, scatter, histogram, etc

Language: Jupyter Notebook - Size: 5.01 MB - Last synced at: 20 days ago - Pushed at: over 2 years ago - Stars: 224 - Forks: 205

milaan9/DataScience_Interview_Questions

My Solutions to 120 commonly asked data science interview questions.

Language: Jupyter Notebook - Size: 2.36 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 220 - Forks: 179

milaan9/Python_Natural_Language_Processing

This repository consists of a complete guide on natural language processing (NLP) in Python where we'll learn various techniques for implementing NLP including parsing & text processing and understand how to use NLP for text feature engineering.

Language: Jupyter Notebook - Size: 182 KB - Last synced at: 19 days ago - Pushed at: almost 3 years ago - Stars: 198 - Forks: 175

milaan9/milaan9

Language: Python - Size: 8.24 MB - Last synced at: 22 days ago - Pushed at: 5 months ago - Stars: 196 - Forks: 197

milaan9/92_Python_Games

This repository contains Python games that I've worked on. You'll learn how to create python games with AI. I try to focus on creating board games without GUI in Jupyter-notebook.

Language: Jupyter Notebook - Size: 257 KB - Last synced at: 20 days ago - Pushed at: over 1 year ago - Stars: 193 - Forks: 176

milaan9/Machine_Learning_Algorithms_from_Scratch

This repository explores the variety of techniques and algorithms commonly used in machine learning and the implementation in MATLAB and PYTHON.

Language: Jupyter Notebook - Size: 5.07 MB - Last synced at: 19 days ago - Pushed at: over 2 years ago - Stars: 189 - Forks: 179

H-K-R/Online-Judge-Solves-in-Python

Python could learn most effectively by using practice examples. The repository includes examples of fundamental Python ideas. It is encouraged you use the examples as references and test the concepts on your own.

Language: Python - Size: 76.2 KB - Last synced at: about 9 hours ago - Pushed at: about 2 years ago - Stars: 18 - Forks: 6

abhishekcybage/python-projects

Collection of my Python projects

Language: Python - Size: 19.5 KB - Last synced at: about 16 hours ago - Pushed at: about 16 hours ago - Stars: 0 - Forks: 0

Iamnotadams12/python-project

Annalysing the covid dataset using the python library like numpy, pandas, matplotlib and seaborn.

Language: Python - Size: 1.31 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

LoydGuerrero/Python_Projects

My Python Projects

Language: Python - Size: 19.5 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

nishkey/python_projects

Welcome to my Python project repository. Here, you will find examples of my projects to demonstrate my skills and experience in data analytics and machine learning.

Size: 1.95 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

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