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python4datascience
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This repository contains all the data analytics projects that I've worked on in python.
data-science machine-learning ipython-notebook breast-cancer-prediction machine-learning-projects covid-19-prediction python4everybody python4datascience tutor-milaan9 cervical-cancer-prediction poker-hand-predictor stock-news-prediction english-french-tranlation resume-selection data-analytics-projects
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Feb 20, 2025
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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.
python-tutorials jupyter-notebook type-conversion tutorial-exercises python4beginner python-jupyter-notebooks jupyter-tutorial python-variables python-keywords tutorial-github python-imports python-introduction python-tutorial-notebook python-tutor python-operators python4everybody python-tutorial-github python4datascience tutor-milaan9 namespace-scope
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Oct 26, 2023
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python-tutorials webscraping mini-program mini-projects python4beginner mini-project miniprogram python-mini-projects python-games covid-19-india python-tutorial-notebook python-tutor python4everybody py-to-exe python-tutorial-github python4datascience ipython-to-pdf python-digital-clock js-in-python tutor-milaan9
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Sep 21, 2023
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You'll learn about Iterators, Generators, Closure, Decorators, Property, and RegEx in detail with examples.
python-tutorials ipython-notebook python-decorators python4beginner generator-function python-generators property-decorators python-regex python-tutorial-notebook python-tutor args-kwargs-master python-iterators python4everybody python-tutorial-github python4datascience python-closure python-property python-advance-topics match-object tutor-milaan9
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Jan 24, 2024
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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.
ipython-notebook inheritance oop-principles polymorphism encapsulation python4beginner operator-overloading oop-examples oop-concepts oops-in-python classes-and-objects instance-methods python-tutorial-notebook python-tutor operatoroverloding instance-variables python4everybody python-tutorial-github python4datascience tutor-milaan9
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Dec 9, 2022
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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.
examples python-programming python-exercises python4beginner python-examples python-exercises-for-interview examples-python python-tutorial-notebook python-tutor python4everybody python-tutorial-github python4datascience tutor-milaan9 object-oriented-examples flow-control-examples python-functions-examples python-examples-github python-files-examples python-advance-examples python-basic-examples
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Nov 2, 2023
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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.
graphviz random-forest decision-tree decision-tree-classifier python4beginner decision-tree-algorithm id3-algorithm python-decisiontreeclassifier iris-classification cart-algorithm decision-tree-classification decision-tree-id3 python-tutorial-notebook python4everybody python-tutorial-github python4datascience python-decision-tree decision-tree-playgolf tutor-milaan9 dtreeviz
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Dec 9, 2022
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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.
python-tutorials pandas-dataframe python4beginner pandas-tutorial python-pandas pandas-datareader pandas-python pandas-tricks-for-data-manipulation pandas-series pandas-excercises python-tutorial-notebook python-tutor python-tutorial-github python4datascience dataframe-from-dictionary dataframe-from-list dataframe-drop-columns dataframe-to-dictionary dataframe-drop-duplicates tutor-milaan9
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Dec 9, 2022
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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…
machine-learning computer-vision image-processing ipython-notebook feature-extraction image-manipulation image-recognition image-analysis canny-edge-detection eigenfaces hough-lines sobel-filter sobel-operator dtw-algorithm python4everybody python4datascience tutor-milaan9
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Dec 9, 2022
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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.
python-tutorials list-comprehension python-dictionary python-string-maupulation python-lists python-sets python-tuples list-comprehensions python-strings python-tutorial-notebook python-datatypes python-string-methods python4everybody python-tutorial-github python4datascience python-list-methods python-tuple-methods python-dictionary-methods python-sets-methods tutor-milaan9
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Dec 9, 2022
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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.
python-tutorials numpy ipython-notebook array-methods numpy-tutorial array-manipulations python4beginner numpy-exercises numpy-arrays array-indexing numpy-matrix python-tutorial-notebook python-tutor python4everybody python-tutorial-github python4datascience numpy-exercise-solutions array-math array-reorganizing tutor-milaan9
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Dec 9, 2022
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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.
anonymous-functions recursive-functions math-functions python-functions builtin-functions docstrings python4beginner built-in-functions random-module userdefined-functions python-tutorial-notebook python-tutor lamda-functions functions-python python4everybody python-tutorial-github python4datascience global-local-nonlocal functional-arguments tutor-milaan9
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Dec 9, 2022
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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 …
python-tutorials ipython ipython-notebook file-handling exceptions exception-handling python4beginner file-input-output python-files pythontutorial python-tutorial-notebook python-tutor python4everybody python-tutorial-github python4datascience file-exception file-exception-handeling file-directory tutor-milaan9 userdefined-exceptions
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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 dateti…
python-tutorials datetime ipython-notebook strftime current-date current-time python-tutorial python4beginner strptime timstamp python-tutorial-notebook python-tutor python-datetime time-module python4everybody python-tutorial-github python4datascience datetime-module python-sleep tutor-milaan9
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Dec 9, 2022
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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 thr…
heatmap data-visualization seaborn boxplot violinplot ipython-notebooks facetgrid python-visualization scatterplot-visualization barplots seaborn-plots lmplot seaborn-tutorial distplot stripplots python-seaborn seaborn-image python4everybody python4datascience tutor-milaan9
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Dec 9, 2022
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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 …
python-tutorials ipython-notebook data-visualization data-analysis matplotlib python4beginner matplotlib-figures python-matplotlib matplotlib-tutorial matplotlib-heatmap matplotlib-pyplot matplotlib-python python-tutorial-notebook python-tutor python4everybody python-tutorial-github python4datascience matplotlib-examples matplotlib-exercises tutor-milaan9
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Dec 9, 2022
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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
python-tutorials ipython-notebook jupyter-notebooks python4beginner control-statements for-loop while-loop if-elif-else if-statement nested-if-else-statements python-tutorial-notebook if-else-statements python4everybody nested-for-loops python-tutorial-github python4datascience python-flow-control nested-while-loops break-continue-pass tutor-milaan9
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Aug 26, 2023
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My Solutions to 120 commonly asked data science interview questions.
data-science machine-learning probability statistical-inference data-analysis interview-questions interview-preparation python-jupyter-notebooks product-metrics python-tutorial-github python4datascience tutor-milaan9 predective-modeling
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Dec 9, 2022
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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.
nlp ipython-notebook named-entity-recognition bag-of-words tf-idf stopwords tokenization stemming lemmatization sentence-segmentation termfrequency partofspeech-tagger vocabulary-matching python4everybody python4datascience tutor-milaan9 inversedocumentfrequency
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Jul 4, 2022
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github readme profile readme-badges profile-page readme-template python4beginner profile-template python-tutorial-notebook python-tutor profile-readme readme-card readme-profile readme-stats python4everybody python4datascience tutor-milaan9 template-readme
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Jan 3, 2025
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