practice-data-science-programming-projects

Build real Data Science projects with 87 beginner-friendly challenges. Learn by doing with guided coding exercises and practical applications.
https://github.com/labex-labs/practice-data-science-programming-projects

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Exercises
- Adding Unique Constraint to City Names - adding-unique-constraint-to-city-names) |
- Average Salaries Per Department - average-salaries-per-department-descending) |
- Backup MySQL Database with Mysqldump - backup-data-table) |
- Biology Course Alumni Search - biology-course-alumni-search) |
- Calculate User's Encrypted Password - calculate-users-encrypted-password) |
- Change Default Value for Countrylanguage Table - change-default-value-for-countrylanguage-table) |
- Cities With Over One Million Population - cities-with-over-one-million-population) |
- City Names and Respective Countries - city-names-and-respective-countries) |
- Database Management and SQL Self-Join - city-province-query) |
- Columbus Discovery of the New World - columbus-discovery-of-the-new-world) |
- Comprehensive Operation of Basic Functions - comprehensive-challenge-of-basic-functions) |
- ASCII Art Animation With OpenCV - ascii-art-animation-with-opencv) |
- Gravitational Simulation of Earth and Super Jupiter - gravitational-simulation-of-earth-and-super-jupiter) |
- Manage MySQL User Permissions - user-permission-management) |
- Classifying Iris Using SVM - classifying-iris-using-svm) |
- Credit Card Holder Risk Prediction - credit-card-holder-risk-prediction) |
- K-Nearest Neighbors Regression Algorithm Implementation - k-nearest-neighbors-regression-algorithm-implementation) |
- Linear Regression Fitting and Plotting - linear-regression-fitting-and-plotting) |
- Implementing Minkowski Distance Metric - implementing-minkowski-distance-metric) |
- Implementation of Polynomial Regression - polynomial-regression-implementation-and-application) |
- Simple Handwritten Character Recognition Classifier - simple-handwritten-character-recognition-classifier) |
- A Simple Course Database - a-simple-course-database) |
- Managing Database Indexes in MySQL - add-course-index) |
- Add Student Personal Information - add-student-personal-information) |
- Adding Constraints to the Course Schedule - adding-constraints-to-the-course-schedule) |
- Creating Product Information Table - creating-product-information-table) |
- SQL Queries for Student Course Analysis - database-enhancement) |
- MySQL Database Management Fundamentals - ddl-related-operations) |
- Mastering Database Management with SQL - delete-city-table) |
- Delete Course Schedule View Data - delete-course-schedule-view-data) |
- Comprehensive Challenge of This Section - comprehensive-challenge-of-this-section) |
- Comprehensive Operation of Conversion Functions - comprehensive-challenge-on-conversion-functions) |
- Database Constraint Design and Implementation - constraints-comprehensive) |
- Countries and Codes in Region - countries-and-codes-in-region) |
- Countries With 1 Billion+ Population - countries-with-1-billion-population) |
- Accessing MySQL Database and Querying GNP - country-gdp-query) |
- Country GNP and Population Query - country-gnp-and-population-query) |
- Creating Stored Procedures for Course Data Retrieval - course-statistics) |
- Creating Secure MySQL User Accounts - create-user) |
- Query City Information for Specified IDs - query-city-information-for-specified-ids) |
- Query City Names With Country - query-city-names-with-country) |
- Delete Expired Course Information - delete-expired-course-information) |
- Comprehensive MySQL Data Manipulation - dml-comprehensive-challenge) |
- SQL Querying for Employee Data - employee-data-filtering) |
- Mastering MySQL Database Management - empty-city-data) |
- Format Query for Teacher Salary - format-query-for-teacher-salary) |
- General Function Comprehensive Challenge - general-function-comprehensive-challenge) |
- Accessing MySQL Database and SQL Querying - group-comprehensive-challenge) |
- Identify MVP Recipient in Game - identify-mvp-recipient-in-game) |
- Mastering Database Joins for Personnel Data - join-query-comprehensive-challenge) |
- Largest Population by Country - largest-population-by-country) |
- Largest Population in Five Countries - largest-population-in-five-countries) |
- Create MySQL Maximum Value Function - maximum-value-judgment) |
- Modifying MySQL Database Table Constraints - modify-countrylanguage-table) |
- Modify Primary Key of Countrylanguage Table - modify-primary-key-of-countrylanguage-table) |
- Modify Student Table Attributes - modify-student-table-attributes) |
- Mastering MySQL Data Analysis - multiple-line-function-comprehensive-challenge) |
- Number of Users With Modify Permissions - number-of-users-with-modify-permissions) |
- Obtain Pi With Two Decimals - obtain-pi-with-two-decimals) |
- Official Languages in Various Countries - official-languages-in-various-countries) |
- Personnel Management System Database Setup - personnel-management-system-database-setup) |
- Print Current Login User Information - print-current-login-user-information) |
- Printing Current Time with MySQL - print-current-time) |
- Print Standard Body Temperature in Fahrenheit - print-standard-body-temperature-in-fahrenheit) |
- Query GDP for All Countries - query-gdp-for-all-countries) |
- Query Is So Slow - query-is-so-slow) |
- Query Population of All Countries - query-population-of-all-countries) |
- SQL Database Creation and Non-Equijoin Query - query-user-level) |
- Query User Levels With Left Join - query-user-levels-with-left-join) |
- Querying Country Codes Range - querying-country-codes-range) |
- Querying Official Languages and Sorting - querying-official-languages-and-sorting) |
- Querying Official Languages of Each Country - querying-official-languages-of-each-country) |
- Reverse Print File Content Command - reverse-print-file-content-command) |
- Right Outer Join Query User Level - right-outer-join-query-user-level) |
- Salary Range for Teachers by Department. - salary-range-for-teachers-by-department) |
- Search for Favorite Courses - search-for-favorite-courses) |
- Stored Procedure Cursor Database Retrieval - spring-course-information) |
- Student Grade Management System - student-grade-management-system) |
- Creating Database Views in MySQL - student-table-view) |
- Mastering SQL Subqueries for Data Analysis - subquery-comprehensive-challenge) |
- Top 5 Countries by Land Area - top-5-countries-by-land-area) |
- Updating Student GPA in MySQL Database - update-gpa) |
- Creating and Updating Database Views - update-student-view) |
- View for Course Information - view-for-course-information) |
- Exploring MySQL User Permissions - view-user-permissions) |
- Wuxu Reform Duration Calculation - wuxu-reform-duration-calculation) |
- COVID-19 Data Analysis with Python - covid-19-data-statistics) |

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