yash42828/Data-Science--All-Cheat-Sheet

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yash42828/Data-Science--All-Cheat-Sheet

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ALL CHEAT SHEET

Data Science is an ever-growing field, there are numerous tools & techniques to remember. It is not possible for anyone to remember all the functions, operations and formulas of each concept. That’s why we have cheat sheets. But there are a plethora of cheat sheets available out there, choosing the right cheat sheet is a tough task. So, I decided to write this article.

Here I have selected the cheat sheets on the following criteria: comprehensiveness, clarity, and content.

After applying these filters, I have collated some 28 cheat sheets on machine learning, data science, probability, SQL and Big Data. For your convenience, I have segregated the cheat sheets separately for each of the above topics. There are cheat sheets on tools & techniques, various libraries & languages.

YOLO-object-detection-with-OpenCV

Object detection using YOLO object detector

GATE-Preparation

ALL Subject of Notes that are asked in GATE

Getting-Started-with-AWS-Machine-Learning-Coursera-Quiz-Solution

Resume-Builder-Using-FLask

Complete-Machine-Learning-For-Beginners

Getting started with machine learning.

Jupyter Notebook

Chatbot-WebApp-using-Flask

Building a Simple Chatbot from Scratch in Python (using NLTK)

Interview-Question

Python,Machine Learning,Data Structure,Data Science,AI Interview question

Gender-and-Age-detection-using-OpenCV

Automatically predict age and gender in static image files and real-time video streams with reasonably high accuracy.

Detection-of-COVID-19-from-Chest-X-ray

An attempt- Detection of COVID-19 presence from Chest X-ray scans using CNN

ML-Ebooks

Introduction to Neural Network, Machine Learning, Deep Learning Ebooks

Machine-Learning-A-Z-Udemy-Course

All the codes in Python for the course Machine Learning A-Z on Udemy

Detection-of-Face-Mask-with-OpenCV-Keras-and-Deep-Learning

COVID-19 face mask detector with OpenCV, Keras, and Deep Learning.

Image-to-Text-using-OpenCV-Hackathon

Building a document scanner with OpenCV and extract the text from image after preprocessing the image

TCS-Xplore_Java_Hands_On-_-2020_HackerRank

Blockchain-Basics-Coursera-Solution

Machine-Learning-Coursera-Andrew-NG

This is the solution of Programming Assignment of Machine Learning Course from Coursera.

Hackathon1

Convert-Image-to-Pdf-using-python

This webapp created using python framework Flask which can convert chosen image into PDF

Object-Detection-by-Voice-Command

Object Detection is a field of Computer Vision that detects instances of semantic objects in images/videos (by creating bounding boxes around them in our case). We can then convert the annotated text into voice responses and give the name of the objects in the person/camera’s view.

phone-store

COVID-19-CASE-TRACKER-INDIA

Natural-Language-Processing-in-TensorFlow-Coursera-Solution

Jupyter Notebook

login

react-login

NLP-Flask-Website

This project gives you the basic understanding of the NLP and Flask

portfolio-reactjs

Tic-Tac-Toe-Game-in-Python

Tic-tac-toe is a very popular game, so Tic-tac-toe game is implemented using Python.

Amazing-Python-Program

Review-Analysis

Youtube-Video-Downloader-using-python

It is simple GUI which is made with Python, it can download any youtube video.

Deep-Learning-Specialization-Coursera

This is my personal projects for the course. The course covers deep learning from beginner level to advanced. Highly recommend anyone wanting to break into AI.

Jupyter Notebook

aura-Components-Specialist-Superbadge-Solution

This is my personal code for completing this Superbadges. The code covers Salesforce Lighting Aura code to complete the Aura Components Specialist Superbadge

Reactjs-Portfolio-Resume