Best data science projects with source code github. With 45 million public repositories, GitHub offers every form of knowledge sharing for the developers, including open source projects, libraries, learning platforms, interview preparation, CV writing tips Add this topic to your repo. Predict if SpaceX Falcon 9 first stage will land successfully after rocket launches. Nov 7, 2023 · Source: Github. FREECODECAMP (337K ★) To associate your repository with the big-data-projects topic, visit your repo's landing page and select "manage topics. Dec 6, 2023 · Overview. We can go through courses, pour through books, or sift through articles. Oct 25, 2021 · Also, these data science projects will add to your portfolio or resume which will help you land a better job opportunity. Jan 9, 2022 · The Top 30 GitHub projects are categories as follows: 7 repos that improve productivity. yml, converting your project directory into an Anaconda project. It is not meant for training data. To associate your repository with the data-science-portfolio topic, visit your repo's landing page and select "manage topics. 16 Data Science Projects with Source Code for 2021: 👆: 28: 23 Deep learning Projects with Source Code for 2021: 👆: 29: 25 Computer Vision Projects with Source Code for 2021: 👆: 30: 23 Iot Projects with Source Code for 2021: 👆: 31: 27 Django Projects with Source Code for 2021: 👆: 32: 37 Python Fun Projects with Code for 2021: 👆 To associate your repository with the data-science-projects topic, visit your repo's landing page and select "manage topics. Retail Data Analysis with SQL. Introducing Feb 8, 2024 · Data Science Project Ideas for Beginners Getting Started With Data Science in 2023. 13. Jun 14, 2020 · Here are eight ambitious data science projects to add to your data science portfolio; We have divided these projects into three categories – Natural Language Processing, Computer Vision, and others . py. Jupyter Notebook. This list is continuously updated. To know more about GitHub, read here. Fast, interactive prototyping: Let others interact with your data and provide feedback quickly. DeepFaceLab is a tool that can create deep fakes images and videos, allowing you to do a lot of fun stuff such as change, de-age, and swap faces. Software library written for data manipulation and analysis in Python. " GitHub is where people build software. Data Description: In this first section the data will be collected and studied. To associate your repository with the data-visualization-project topic, visit your repo's landing page and select "manage topics. To associate your repository with the artificial-intelligence-projects topic, visit your repo's landing page and select "manage topics. This project will focus on predicting heart disease using neural networks. I hope this curated list of repositories are helpful in whatever next Data Science venture you choose to undertake. I have listed the following projects each focussing on a certain type of machine learning challenge and algorithm refurbishing your overall machine learning and data science skills. Data scientists perform data analysis and preparation, and their findings inform high-level decisions in many organizations. Git is a version control system designed to serve software developers. 500 AI Machine learning Deep learning Computer vision NLP Projects with code!!! . Liver cirrhosis prediction Add this topic to your repo. 6 repos that collect and organise useful information. data-science statistics spatial-analysis geographic-data geographical-information-system spatial-data-analysis spatial-statistics data-analysis-python. The data source used for this project is LIAR dataset which contains 3 files with . Finally, a initial data description will carried out to know the data. Introduction. More than 100 million people use GitHub to discover, fork, and contribute to over 420 million projects. Nov 25, 2021 · Over the next 13 years, GitHub has evolved the central place to host open-source projects and share resources among the developer community. However, if the project grows big, and multiple people are working on the same project code base (e. Reload to refresh your session. The Financial Tracker Dashboard in Excel is a user-friendly and dynamic tool that simplifies financial management. A list of programming tutorials in which aspiring software developers learn how to build an application from scratch. Intermediate-Level Data Science Projects with Source Code The Data Science Lifecycle Process is a process for taking data science teams from Idea to Value repeatedly and sustainably. To associate your repository with the capstone-project topic, visit your repo's landing page and select "manage topics. Open-source and free: Join a vibrant community and contribute to Streamlit's future. This means focusing on the versioning, scalability, monitoring and engineering of the solution. With this project, you can perform sales reporting using SQL on an open retail dataset. Overall, this project is a great starting point for beginners to get hands-on experience in Data Science. You switched accounts on another tab or window. github data-science machine-learning rest-api data-collection real-world-data real-world-problem-solving crisp-dm predictive-analysis-models. To associate your repository with the machine-learning-project topic, visit your repo's landing page and select "manage topics. Powerful, flexible group by functionality to perform split-apply-combine operations on data sets, for both aggregating and transforming data; Make it easy to convert ragged, differently-indexed data in other Python and NumPy data structures into DataFrame objects; Intelligent label-based slicing, fancy indexing, and subsetting of large data sets Project Based Learning. With interactive charts, graphs, and customizable features, the dashboard provides a clear overview of financial health. tsv format for test, train and validation. Based on attributes such as blood pressure, cholestoral levels, heart rate, and other characteristic attributes, patients will be classified according to varying degrees of coronary artery disease. To associate your repository with the python-projects topic, visit your repo's landing page and select "manage topics. This is a compiled list of different project topics for learning purposes. To associate your repository with the r-programming-projects topic, visit your repo's landing page and select "manage topics. Jun 24, 2020 · Add this topic to your repo. To explore them, let’s imagine we have been asked to create a predictive model to forecast the number of rentals for a bicycle rental business based on Driven Data: LINK: Data science competitions on some of the world's biggest social challenges: Mattermore: LINK: Our mission is to bring the best and the brightest together to build data-driven solutions to climate change: Open Climate Fix: LINK Oct 23, 2020 · 2. 5. Tourist Behavior Analysis. To associate your repository with the financial-data-science topic, visit your repo's landing page and select "manage topics. Working with a high-dimensional dataset is common practice as a data scientist. 4 repos that facilitate real life. No surprises – they have the most computational power in the business and they’re putting it to good use in machine learning. 3 repos that are programming frameworks. These GitHub repositories include projects from a variety of data science fields – machine learning, computer vision, reinforcement learning, among others. To associate your repository with the smart-india-hackathon topic, visit your repo's landing page and select "manage topics. SQL is one of the go-to languages for data scientists, and SQL projects are one of the best ways to learn intermediate-to-advanced SQL functions. Below is some description about the data files used for this project. These tutorials are divided into different primary programming languages. You signed out in another tab or window. It uses machine learning model,which is trained to predict the diabetes mellitus before it hits. Aug 4, 2018 · Add this topic to your repo. Code. Period. Issues. Power Pop Health is a collection of content intended to simplify the process of ingesting and prepping Healthcare Open Data using Azure data tools and Power BI. Git is for code only. g. 1. Their latest open source released, called Tensor2Robot (T2R) is pretty awesome. This project aims to predict the type 2 diabetes, based on the dataset. 5 repos that facilitate machine learning. To associate your repository with the machine-learning-projects topic, visit your repo's landing page and select "manage topics. Dec 19, 2022 · 8. Delta Lake is an open-source project that allows you to create a Lakehouse design based on data lakes. There are multiple ways of learning data science. Follow me on LinkedIn : . It has great tooling to handle source code and other related content like configuration, dependencies, documentation. For those of you looking already working in the data science industry or looking to break into the world of data science with your first data science job, the number of processes, machine learning algorithms, knowledge extraction systems, data science tools, and technologies that you are expected to know can be . Add this topic to your repo. It's too much overhead to worry about. To associate your repository with the computer-science-project topic, visit your repo's landing page and select "manage topics. visualization machine-learning r logistic-regression diabetes-prediction. The process is documented in this repo: Data Science Lifecycle Template Repo: Template repository for data science lifecycle project: RexMex: A general purpose recommender metrics library for fair evaluation. Each project, rooted in real-world data, demonstrates practical applications of data science techniques . This repository showcases a range of data science projects, from exploratory data analysis and data visualization to machine learning models and statistical analysis. Dec 29, 2021 · Data Another Day — My very own Data Science repository containing the code and articles for every project that I make and fresh libraries that I explore and write about! A few parting words Thank you for reading. . It allows users to track ROI, NPM, ROA, and Quick Ratio in one centralized location. Live editing: See your app update instantly as you edit your script. github-data-wrangling: Learn how to load, clean, merge, and feature engineer by analyzing GitHub data from the Viz repo. This is one of the most innovative big data project concepts. Oct 25, 2023 · 9. A curated list of applied machine learning and data science notebooks and libraries across different industries. Data Science Projects. DeepFaceLab. To get started, simply fork this repo. Dimensionality Reduction with PCA. Feb 19, 2024 · 3. This book serves as an introduction to a whole new way of thinking systematically about geographic data, using geographical analysis and computation to unlock new insights hidden within data. Text-to-image synthesis using Generative Adversarial Networks (GANs) Text classification with deep unsupervised representation learning. My main focus is to study fields that cross over Machine Learning (Convolutionary Neural Network, Support Vector Machines, and Clustering of K-means), Computer Vision and Data Science. python data-science machine-learning data-mining deep-neural-networks deep-learning graph-algorithms scikit-learn jupyter-notebook pandas kaggle artificial-intelligence data-analysis datasets python-machine SridharCR / Diabetes_Prediction. To associate your repository with the sql-data-analysis topic, visit your repo's landing page and select "manage topics. The goal of this repository is to enable data scientists and ML engineers to develop data science use cases and making it ready for production use. To associate your repository with the blockchain-projects topic, visit your repo's landing page and select "manage topics. LIAR: A BENCHMARK DATASET FOR FAKE NEWS DETECTION Add this topic to your repo. If the project truly is small in scale, and you're working on it alone, then yes, don't bother with the setup. This repository includes any projects that I have completed in research, projects, or online classes: (Rajeev Ratan) and Satya Mallick (CEO) AI OpenCV Bootcamp. Stroke Prediction. In this article, we have explored 40 Cutting-Edge NLP Project Ideas with source code and associated research papers. a "data engineer" + a "data scientist"), then creating the setup. To associate your repository with the data-mining topic, visit your repo's landing page and select "manage topics. - You can take pull requests and contribute. These projects form a strong part of a Machine Learning Engineer Portfolio. To associate your repository with the deep-learning-projects topic, visit your repo's landing page and select "manage topics. deep-learning bitcoin lstm arima explainable-ai xai bitcoin-price-prediction prophet-model prophet-facebook. To associate your repository with the nlp-projects topic, visit your repo's landing page and select "manage topics. Data Cleaning: SQL helps in cleaning and preprocessing data by performing operations like filtering, joining, and aggregating to prepare it for analysis. NBA Analytics with Python. Data Integration: SQL enables data scientists to integrate data from multiple sources by combining tables or databases using join operations. Nov 3, 2023 · A data science project with Python, VS Code and GitHub Tools Let’s dive deep into some innovative GitHub tools and features that can improve the productivity of your data science workflow. Jan 2, 2020 · In this project, analysis and prediction of the bitcoin price was carried out as part of a project to research artificial intelligence in finance in the scope of Interactive ML course at Augsburg University. It helps you take your skills to solve real-world problems. 5 repos that teach some subjects. Oct 24, 2020 · Add this topic to your repo. DeepFaceLab is one of the most fun GitHub projects on Python on this list. Data science is an inter-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge from structured and unstructured data. On top of existing data lakes like S3, ADLS, GCS, and HDFS, Delta Lake enables ACID transactions, scalable metadata handling, and unifies streaming and batch data processing. Moving forward the overarching theme will be data related to Population Health, but other sources pertinent to Healthcare will also be included. 4. Data science project consisting of 4 parts: 1-Web Scraping 2-Data Analysis 3-Data Visualization 4-Machine Learning python data-science machine-learning algorithms excel sklearn jupyter-notebook selenium project pandas data-visualization web-scraping data-analysis matplotlib regression-models webscraping rental-housing python-projects machine README. The command anaconda-project init DIRECTORY_NAME creates an anaconda-project. Additional resources. ChemicalX Data Science. In software development, code is king and everything else serves the code. This project analyzes data scraped from Basketball-Reference to determine if 2-for-1 play in basketball actually provides an advantage. To associate your repository with the data-science-projects topic, visit your repo's landing page and select "manage topics. py has a few advantages. Jan 6, 2022 · It provides several features like access control, version control and continuous integration for every project and is the most prominent source code host globally with over 28 million public repositories. You signed in with another tab or window. Aug 29, 2022 · Here are some cool data science projects to improve your feature extraction and EDA skills: 4. The main purpose of this list is to get hands-on experience on different topics. To associate your repository with the final-year-project topic, visit your repo's landing page and select "manage topics. Tutorials may involve multiple technologies and languages. Jan 17, 2024 · Moreover, it also helps them develop data cleaning, manipulation, and visualization skills. Star 29. We featured this project in our list of data analytics projects, coming personally from Interview Query’s co-founder, Jay. Don't push datasets. Updated on Jan 9, 2023. Dec 20, 2023 · A data science project is a practical application of your skills. To associate your repository with the sql-project topic, visit your repo's landing page and select "manage topics. Working on Data Science projects is a great way to stand out from the competition. - IBM/data-science-best-practices Jun 6, 2019 · Tensor2Robot (T2R) by Google Research. To associate your repository with the major-project topic, visit your repo's landing page and select "manage topics. To associate your repository with the cse-project topic, visit your repo's landing page and select "manage topics. Pull requests. Introduction-to-Pandas: Introduction to Pandas. The missing values will be threated or removed. A typical data science project allows you to use skills in data collection, cleaning, exploratory data analysis, visualization, programming, machine learning, and so on. This project will have a machine learning model which can predict whether a transaction is fraudulent or not. A curated collection of machine learning resources, including notebooks, code, and books, all of which are either free or open-source. Simple and Pythonic: Write beautiful, easy-to-read code. Step 01. Put another way Traditional build scripts such as setup. Offers data structures and operations for manipulating numerical tables and time series. Here is the source code for the project: Project on Sentimental Analysis. To associate your repository with the fake-news-detection topic, visit your repo's landing page and select "manage topics. A medical record or an image of a single person is an example of such high-dimensional data. Google Research makes another appearance in our monthly Github series. I have compiled the top 10 repositories for learning data science out of these. py automate "building" the project (going from source code to something runnable), while anaconda-project automates "running" the project (taking Jan 4, 2024 · This smart city reference pipeline shows how to integrate various media building blocks, with analytics powered by the OpenVINO Toolkit, for traffic or stadium sensing, analytics, and management tasks. Check out these 7 data science projects on GitHub that will enhance your budding skillset. rr wm dx qa ea ip ay af sd oc