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https://github.com/labex-labs/practice-data-science-programming-projects
[Practice Data Science Programming Projects] This repository collects 87 of programming projects for Data Science
https://github.com/labex-labs/practice-data-science-programming-projects
List: practice-data-science-programming-projects
awesome awesome-list data-science education hands-on labex programming projects
Last synced: 17 days ago
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[Practice Data Science Programming Projects] This repository collects 87 of programming projects for Data Science
- Host: GitHub
- URL: https://github.com/labex-labs/practice-data-science-programming-projects
- Owner: labex-labs
- Created: 2024-06-06T07:24:27.000Z (24 days ago)
- Default Branch: master
- Last Pushed: 2024-06-06T08:43:39.000Z (24 days ago)
- Last Synced: 2024-06-06T09:28:22.610Z (24 days ago)
- Topics: awesome, awesome-list, data-science, education, hands-on, labex, programming, projects
- Homepage: https://labex.io/skilltrees/data-science
- Size: 8.79 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Lists
- practice-html-programming-projects - Data Science Programming Projects
- practice-cysec-programming-projects - Data Science Programming Projects
- practice-pandas-programming-projects - Data Science Programming Projects
- practice-web-development-programming-projects - Data Science Programming Projects
- practice-ansible-programming-projects - Data Science Programming Projects
- practice-docker-programming-projects - Data Science Programming Projects
- practice-python-programming-projects - Data Science Programming Projects
- practice-sklearn-programming-projects - Data Science Programming Projects
- practice-matplotlib-programming-projects - Data Science Programming Projects
- practice-css-programming-projects - Data Science Programming Projects
- practice-javascript-programming-projects - Data Science Programming Projects
- practice-algorithm-programming-projects - Data Science Programming Projects
- practice-devops-programming-projects - Data Science Programming Projects
- practice-jenkins-programming-projects - Data Science Programming Projects
- practice-ml-programming-projects - Data Science Programming Projects
- practice-kubernetes-programming-projects - Data Science Programming Projects
- practice-git-programming-projects - Data Science Programming Projects
- practice-opencv-programming-projects - Data Science Programming Projects
- practice-c-programming-projects - Data Science Programming Projects
- practice-numpy-programming-projects - Data Science Programming Projects
- practice-react-programming-projects - Data Science Programming Projects
- practice-jquery-programming-projects - Data Science Programming Projects
- practice-shell-programming-projects - Data Science Programming Projects
- practice-java-programming-projects - Data Science Programming Projects
- practice-cpp-programming-projects - Data Science Programming Projects
- practice-mysql-programming-projects - Data Science Programming Projects
- practice-hadoop-programming-projects - Data Science Programming Projects
- practice-go-programming-projects - Data Science Programming Projects
- practice-linux-programming-projects - Data Science Programming Projects
- ultimate-awesome - practice-data-science-programming-projects - [Practice Data Science Programming Projects] This repository collects 87 of programming projects for Data Science. (Other Lists / Julia Lists)
README
# Practice Data Science Programming Projects
Data Science learning path involves mastering core technologies such as Python programming, statistics, and foundational machine learning concepts. Then, you progress to exploring data processing and visualization tools like Pandas, NumPy, and Matplotlib. Next, you can delve into machine learning frameworks and libraries like Scikit-learn and TensorFlow, as well as knowledge in deep learning. Understanding data engineering aspects is also crucial, including skills in data cleaning, transformation, and storage technologies such as SQL and NoSQL databases. Continuous learning and hands-on practice through solving real-world problems and engaging in projects are essential for skill advancement.
| Index | Name | Level | Project Link |
|---------|-------------------------------------------------------|---------|---------------------------------------------------------------------------------------------------------------|
| 01 | ASCII Art Animation With OpenCV | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-ascii-art-animation-with-opencv) |
| 02 | Gravitational Simulation of Earth and Super Jupite... | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-gravitational-simulation-of-earth-and-super-jupiter) |
| 03 | Manage MySQL User Permissions | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-user-permission-management) |
| 04 | Classifying Iris Using SVM | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-classifying-iris-using-svm) |
| 05 | Credit Card Holder Risk Prediction | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-credit-card-holder-risk-prediction) |
| 06 | K-Nearest Neighbors Regression Algorithm Implement... | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-k-nearest-neighbors-regression-algorithm-implementation) |
| 07 | Linear Regression Fitting and Plotting | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-linear-regression-fitting-and-plotting) |
| 08 | Implementing Minkowski Distance Metric | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-minkowski-distances-calculating) |
| 09 | Implementation of Polynomial Regression | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-polynomial-regression-implementation-and-application) |
| 10 | Simple Handwritten Character Recognition Classifie... | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-simple-handwritten-character-recognition-classifier) |
| 11 | A Simple Course Database | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-a-simple-course-database) |
| 12 | Managing Database Indexes in MySQL | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-add-course-index) |
| 13 | Add Student Personal Information | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-add-student-personal-information) |
| 14 | Adding Constraints to the Course Schedule | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-adding-constraints-to-the-course-schedule) |
| 15 | Adding Unique Constraint to City Names | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-adding-unique-constraint-to-city-names) |
| 16 | Average Salaries Per Department | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-average-salaries-per-department-descending) |
| 17 | Backup MySQL Database with Mysqldump | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-backup-data-table) |
| 18 | Biology Course Alumni Search | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-biology-course-alumni-search) |
| 19 | Calculate User's Encrypted Password | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-calculate-users-encrypted-password) |
| 20 | Change Default Value for Countrylanguage Table | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-change-default-value-for-countrylanguage-table) |
| 21 | Cities With Over One Million Population | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-cities-with-over-one-million-population) |
| 22 | City Names and Respective Countries | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-city-names-and-respective-countries) |
| 23 | Database Management and SQL Self-Join | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-city-province-query) |
| 24 | Columbus Discovery of the New World | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-columbus-discovery-of-the-new-world) |
| 25 | Comprehensive Operation of Basic Functions | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-comprehensive-challenge-of-basic-functions) |
| 26 | Comprehensive Challenge of This Section | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-comprehensive-challenge-of-this-section) |
| 27 | Comprehensive Operation of Conversion Functions | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-comprehensive-challenge-on-conversion-functions) |
| 28 | Database Constraint Design and Implementation | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-constraints-comprehensive) |
| 29 | Countries and Codes in Region | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-countries-and-codes-in-region) |
| 30 | Countries With 1 Billion+ Population | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-countries-with-1-billion+-population) |
| 31 | Accessing MySQL Database and Querying GNP | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-country-gdp-query) |
| 32 | Country GNP and Population Query | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-country-gnp-and-population-query) |
| 33 | Creating Stored Procedures for Course Data Retriev... | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-course-statistics) |
| 34 | Creating Secure MySQL User Accounts | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-create-user) |
| 35 | Creating Product Information Table | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-creating-product-information-table) |
| 36 | SQL Queries for Student Course Analysis | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-database-enhancement) |
| 37 | MySQL Database Management Fundamentals | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-ddl-related-operations) |
| 38 | Mastering Database Management with SQL | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-delete-city-table) |
| 39 | Delete Course Schedule View Data | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-delete-course-schedule-view-data) |
| 40 | Delete Expired Course Information | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-delete-expired-course-information) |
| 41 | Comprehensive MySQL Data Manipulation | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-dml-comprehensive-challenge) |
| 42 | SQL Querying for Employee Data | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-employee-data-filtering) |
| 43 | Mastering MySQL Database Management | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-empty-city-data) |
| 44 | Format Query for Teacher Salary | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-format-query-for-teacher-salary) |
| 45 | General Function Comprehensive Challenge | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-general-function-comprehensive-challenge) |
| 46 | Accessing MySQL Database and SQL Querying | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-group-comprehensive-challenge) |
| 47 | Identify MVP Recipient in Game | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-identify-mvp-recipient-in-game) |
| 48 | Mastering Database Joins for Personnel Data | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-join-query-comprehensive-challenge) |
| 49 | Largest Population by Country | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-largest-population-by-country) |
| 50 | Largest Population in Five Countries | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-largest-population-in-five-countries) |
| 51 | Create MySQL Maximum Value Function | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-maximum-value-judgment) |
| 52 | Modifying MySQL Database Table Constraints | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-modify-countrylanguage-table) |
| 53 | Modify Primary Key of Countrylanguage Table | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-modify-primary-key-of-countrylanguage-table) |
| 54 | Modify Student Table Attributes | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-modify-student-table-attributes) |
| 55 | Mastering MySQL Data Analysis | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-multiple-line-function-comprehensive-challenge) |
| 56 | Number of Users With Modify Permissions | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-number-of-users-with-modify-permissions) |
| 57 | Obtain Pi With Two Decimals | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-obtain-pi-with-two-decimals) |
| 58 | Official Languages in Various Countries | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-official-languages-in-various-countries) |
| 59 | Personnel Management System Database Setup | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-personnel-management-system-database-setup) |
| 60 | Print Current Login User Information | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-print-current-login-user-information) |
| 61 | Printing Current Time with MySQL | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-print-current-time) |
| 62 | Print Standard Body Temperature in Fahrenheit | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-print-standard-body-temperature-in-fahrenheit) |
| 63 | Query City Information for Specified IDs | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-query-city-information-for-specified-ids) |
| 64 | Query City Names With Country | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-query-city-names-with-country) |
| 65 | Query GDP for All Countries | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-query-gdp-for-all-countries) |
| 66 | Query Is So Slow | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-query-is-so-slow) |
| 67 | Query Population of All Countries | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-query-population-of-all-countries) |
| 68 | SQL Database Creation and Non-Equijoin Query | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-query-user-level) |
| 69 | Query User Levels With Left Join | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-query-user-levels-with-left-join) |
| 70 | Querying Country Codes Range | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-querying-country-codes-range) |
| 71 | Querying Official Languages and Sorting | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-querying-official-languages-and-sorting) |
| 72 | Querying Official Languages of Each Country | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-querying-official-languages-of-each-country) |
| 73 | Reverse Print File Content Command | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-reverse-print-file-content-command) |
| 74 | Right Outer Join Query User Level | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-right-outer-join-query-user-level) |
| 75 | Salary Range for Teachers by Department. | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-salary-range-for-teachers-by-department) |
| 76 | Search for Favorite Courses | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-search-for-favorite-courses) |
| 77 | Stored Procedure Cursor Database Retrieval | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-spring-course-information) |
| 78 | Student Grade Management System | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-student-grade-management-system) |
| 79 | Creating Database Views in MySQL | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-student-table-view) |
| 80 | Mastering SQL Subqueries for Data Analysis | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-subquery-comprehensive-challenge) |
| 81 | Top 5 Countries by Land Area | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-top-5-countries-by-land-area) |
| 82 | Updating Student GPA in MySQL Database | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-update-gpa) |
| 83 | Creating and Updating Database Views | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-update-student-view) |
| 84 | View for Course Information | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-view-for-course-information) |
| 85 | Exploring MySQL User Permissions | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-view-user-permissions) |
| 86 | Wuxu Reform Duration Calculation | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-wuxu-reform-duration-calculation) |
| 87 | COVID-19 Data Analysis with Python | ★☆☆ | [🚀 Start Building](https://labex.io/courses/project-covid-19-data-statistics) |
## More Projects
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- 🔗 [Awesome Programming Courses](https://github.com/labex-labs/awesome-programming-courses)