Python - Most popular programming language on the planet
Are you planning to switch/start career in Python/Data Science - Hottest job in the industry?
If yes, learning is not sufficient you have to master the subject. Now the next question, how to master Python and become a Data Scientist?
The answer is: Projects, you have to work on real-time projects. Below are real-world projects along with the source code for beginners and experts. So make your hands dirty with these Python projects and gain real industry experience.
Python Projects for Beginners
Web application which aggregates data (news articles) from multiple websites. It is developed in Django, it is the combination of web crawlers and web application. You can select the websites you want to follow, now the news aggregator collects the articles for you.
Source Code: News Aggregator Web App Python Django Project
Intermediate Python Projects
This is an intermediate Python project where you need to use machine learning libraries. Objective of this project is identifying whether the given news is fake.
Using sklearn, you build a TfidfVectorizer on dataset. Now, initialize a PassiveAggressive Classifier and fit the model. At the end the accuracy score and the confusion matrix tell us how well our model fares.
Source Code: Detecting Fake News Python Project
The idea of this project is to train computer to indetify colors. To implement this we use a dataset that has color values and labeled colour names, then we calculate the shortest distance between each colour and display the colour name that has the shortest distance.This project will be done using Pandas and OpenCV
Source Code: Colour Detection using Pandas & OpenCV
Parkinson’s Disease, a disease that affects the movement of certain body parts and makes you weak. But, using different libraries of Python such as scikit-learn, numpy, pandas, and xgboost this project will help people to detect this disease.
Source Code: Detecting Parkinson’s Disease Python Project
This amazing Python project through Deep Learning and with the application of Computer Vision, OpenCV, and Convolutional Neural Network (CNN) lets you build a model that predicts the age and gender of a person. A project that will surely take your Python skills to a whole new level.
Source Code: Age and Gender Detecting Python Project
Handwritten digit recognition is a Computer vision project, it's the ability of computers to classify human handwritten digits. In this deep learning project we will use CNN to train the model which will classify the digits.
Source Code: Handwritten Digit Recognition using Deep Learning
Advanced Python Projects
Breast cancer, a disease that can make any woman terrified just by hearing its name. With the help of Deep Learning and Python neural network libraries, Keras, this Python project will help you to classify Breast Cancer into 2 distinct categories. This Project might classify you as a top Python pundit as well.
Source Code: Breast Cancer Classification Python Project
One of the leading causes of human deaths and yet the most ignored one is road accidents. This Deep Learning model-based Python project which will be built using OpenCV will help you in detecting the drowsiness of the driver. An essential project for the automobile industry.
Source Code: Driver Drowsiness Detection System Python Project
This Deep Learning project is all about training computers to depict the things that are in the image that is fed to it. A Python project which is implemented using a couple of advanced Deep Learning techniques of Convolutional Neural Networks(CNN) and Long Short Term Memory (LSTM).
Source Code: Image Caption Generator with CNN Python Project
A project that is applicable in one of the most fascinating inventions of Driverless cars. A deep neural network model-based system that recognizes the different traffic signs and then makes decisions accordingly. This might be one of the best projects that you’ll ever lay your hands on.
Source Code: Traffic Signs Recognition Python Project
Chatbots, an invention that revolutionized the concept of virtual assistants. This project lets you build something that is similar to Apple’s Siri and Amazon’s Alexa. This again is made possible through the Deep Learning concept of LSTM and Python’s NLTK and Keras. This project guarantees that you’re one of the top-class python programmers.
Source Code: Chatbot Python Project