Projects in Awesome Lists by milaan9

https://github.com/milaan9/93_python_data_analytics_projects

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

breast-cancer-prediction cervical-cancer-prediction covid-19-prediction data-analytics-projects data-science english-french-tranlation ipython-notebook machine-learning machine-learning-projects poker-hand-predictor python4datascience python4everybody resume-selection stock-news-prediction tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/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.

classes-and-objects encapsulation inheritance instance-methods instance-variables ipython-notebook oop-concepts oop-examples oop-principles oops-in-python operator-overloading operatoroverloding polymorphism python-tutor python-tutorial-github python-tutorial-notebook python4beginner python4datascience python4everybody tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/milaan9/07_python_advanced_topics

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

args-kwargs-master generator-function ipython-notebook match-object property-decorators python-advance-topics python-closure python-decorators python-generators python-iterators python-property python-regex python-tutor python-tutorial-github python-tutorial-notebook python-tutorials python4beginner python4datascience python4everybody tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/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.

cart-algorithm decision-tree decision-tree-algorithm decision-tree-classification decision-tree-classifier decision-tree-id3 decision-tree-playgolf dtreeviz graphviz id3-algorithm iris-classification python-decision-tree python-decisiontreeclassifier python-tutorial-github python-tutorial-notebook python4beginner python4datascience python4everybody random-forest tutor-milaan9

Last synced: 02 Aug 2024

https://github.com/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.

canny-edge-detection computer-vision dtw-algorithm eigenfaces feature-extraction hough-lines image-analysis image-manipulation image-processing image-recognition ipython-notebook machine-learning python4datascience python4everybody sobel-filter sobel-operator tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/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.

array-indexing array-manipulations array-math array-methods array-reorganizing ipython-notebook numpy numpy-arrays numpy-exercise-solutions numpy-exercises numpy-matrix numpy-tutorial python-tutor python-tutorial-github python-tutorial-notebook python-tutorials python4beginner python4datascience python4everybody tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/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.

exception-handling exceptions file-directory file-exception file-exception-handeling file-handling file-input-output ipython ipython-notebook python-files python-tutor python-tutorial-github python-tutorial-notebook python-tutorials python4beginner python4datascience python4everybody pythontutorial tutor-milaan9 userdefined-exceptions

Last synced: 11 Oct 2024

https://github.com/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.

current-date current-time datetime datetime-module ipython-notebook python-datetime python-sleep python-tutor python-tutorial python-tutorial-github python-tutorial-notebook python-tutorials python4beginner python4datascience python4everybody strftime strptime time-module timstamp tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/milaan9/latex4everyone

Learn LaTeX from scratch in an easy-to-follow but highly effective way. Get up to the level of professional document writeup, presentation creation and even generating graphics and figures in LaTeX.

beamer-presentation gantt-chart latex latex-algorithm latex-beamer latex-beamer-theme latex-biblatex latex-bibliography latex-document latex-examples latex-gantt-chart latex-math latex-pdf latex-style latex-template latex-tikz latex4beginner latex4everyone tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/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

break-continue-pass control-statements for-loop if-elif-else if-else-statements if-statement ipython-notebook jupyter-notebooks nested-for-loops nested-if-else-statements nested-while-loops python-flow-control python-tutorial-github python-tutorial-notebook python-tutorials python4beginner python4datascience python4everybody tutor-milaan9 while-loop

Last synced: 11 Oct 2024

https://github.com/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

data-analysis data-visualization ipython-notebook matplotlib matplotlib-examples matplotlib-exercises matplotlib-figures matplotlib-heatmap matplotlib-pyplot matplotlib-python matplotlib-tutorial python-matplotlib python-tutor python-tutorial-github python-tutorial-notebook python-tutorials python4beginner python4datascience python4everybody tutor-milaan9

Last synced: 11 Oct 2024

https://github.com/milaan9/LaTeX4Everyone

Learn LaTeX from scratch in an easy-to-follow but highly effective way. Get up to the level of professional document writeup, presentation creation and even generating graphics and figures in LaTeX.

beamer-presentation gantt-chart latex latex-algorithm latex-beamer latex-beamer-theme latex-biblatex latex-bibliography latex-document latex-examples latex-gantt-chart latex-math latex-pdf latex-style latex-template latex-tikz latex4beginner latex4everyone tutor-milaan9

Last synced: 07 Sep 2024

https://github.com/milaan9/DataScience_Interview_Questions

My Solutions to 120 commonly asked data science interview questions.

data-analysis data-science interview-preparation interview-questions machine-learning predective-modeling probability product-metrics python-jupyter-notebooks python-tutorial-github python4datascience statistical-inference tutor-milaan9

Last synced: 02 Aug 2024

https://github.com/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.

bag-of-words inversedocumentfrequency ipython-notebook lemmatization named-entity-recognition nlp partofspeech-tagger python4datascience python4everybody sentence-segmentation stemming stopwords termfrequency tf-idf tokenization tutor-milaan9 vocabulary-matching

Last synced: 11 Oct 2024

https://github.com/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.

board-games bulls-and-cows bulls-and-cows-solver bulls-and-cows-with-ai game-2d games-with-ai ipython-notebook python-games python-games-with-ai python-tutorial-github python-tutorial-notebook python-tutorials python3 python4beginner python4datascience python4everybody tic-tac-toe tic-tac-toe-with-ai tutor-milaan9

Last synced: 11 Oct 2024