Practice Data Science Programming Projects

Data Science is at the forefront of technological innovation. This Skill Tree provides a comprehensive, beginner-friendly journey into the world of data analysis and interpretation. Following a well-structured roadmap, you'll learn essential concepts and tools through hands-on, non-video courses. Practical exercises in the interactive playground will solidify your skills in statistical analysis, machine learning, and data visualization.

Index	Name	Level	Project Link
01	ASCII Art Animation With OpenCV	★☆☆	🚀 Start
02	Gravitational Simulation of Earth and Super Jupiter	★☆☆	🚀 Start
03	Manage MySQL User Permissions	★☆☆	🚀 Start
04	Classifying Iris Using SVM	★☆☆	🚀 Start
05	Credit Card Holder Risk Prediction	★☆☆	🚀 Start
06	K-Nearest Neighbors Regression Algorithm Implementation	★☆☆	🚀 Start
07	Linear Regression Fitting and Plotting	★☆☆	🚀 Start
08	Implementing Minkowski Distance Metric	★☆☆	🚀 Start
09	Implementation of Polynomial Regression	★☆☆	🚀 Start
10	Simple Handwritten Character Recognition Classifier	★☆☆	🚀 Start
11	A Simple Course Database	★☆☆	🚀 Start
12	Managing Database Indexes in MySQL	★☆☆	🚀 Start
13	Add Student Personal Information	★☆☆	🚀 Start
14	Adding Constraints to the Course Schedule	★☆☆	🚀 Start
15	Adding Unique Constraint to City Names	★☆☆	🚀 Start
16	Average Salaries Per Department	★☆☆	🚀 Start
17	Backup MySQL Database with Mysqldump	★☆☆	🚀 Start
18	Biology Course Alumni Search	★☆☆	🚀 Start
19	Calculate User's Encrypted Password	★☆☆	🚀 Start
20	Change Default Value for Countrylanguage Table	★☆☆	🚀 Start
21	Cities With Over One Million Population	★☆☆	🚀 Start
22	City Names and Respective Countries	★☆☆	🚀 Start
23	Database Management and SQL Self-Join	★☆☆	🚀 Start
24	Columbus Discovery of the New World	★☆☆	🚀 Start
25	Comprehensive Operation of Basic Functions	★☆☆	🚀 Start
26	Comprehensive Challenge of This Section	★☆☆	🚀 Start
27	Comprehensive Operation of Conversion Functions	★☆☆	🚀 Start
28	Database Constraint Design and Implementation	★☆☆	🚀 Start
29	Countries and Codes in Region	★☆☆	🚀 Start
30	Countries With 1 Billion+ Population	★☆☆	🚀 Start
31	Accessing MySQL Database and Querying GNP	★☆☆	🚀 Start
32	Country GNP and Population Query	★☆☆	🚀 Start
33	Creating Stored Procedures for Course Data Retrieval	★☆☆	🚀 Start
34	Creating Secure MySQL User Accounts	★☆☆	🚀 Start
35	Creating Product Information Table	★☆☆	🚀 Start
36	SQL Queries for Student Course Analysis	★☆☆	🚀 Start
37	MySQL Database Management Fundamentals	★☆☆	🚀 Start
38	Mastering Database Management with SQL	★☆☆	🚀 Start
39	Delete Course Schedule View Data	★☆☆	🚀 Start
40	Delete Expired Course Information	★☆☆	🚀 Start
41	Comprehensive MySQL Data Manipulation	★☆☆	🚀 Start
42	SQL Querying for Employee Data	★☆☆	🚀 Start
43	Mastering MySQL Database Management	★☆☆	🚀 Start
44	Format Query for Teacher Salary	★☆☆	🚀 Start
45	General Function Comprehensive Challenge	★☆☆	🚀 Start
46	Accessing MySQL Database and SQL Querying	★☆☆	🚀 Start
47	Identify MVP Recipient in Game	★☆☆	🚀 Start
48	Mastering Database Joins for Personnel Data	★☆☆	🚀 Start
49	Largest Population by Country	★☆☆	🚀 Start
50	Largest Population in Five Countries	★☆☆	🚀 Start
51	Create MySQL Maximum Value Function	★☆☆	🚀 Start
52	Modifying MySQL Database Table Constraints	★☆☆	🚀 Start
53	Modify Primary Key of Countrylanguage Table	★☆☆	🚀 Start
54	Modify Student Table Attributes	★☆☆	🚀 Start
55	Mastering MySQL Data Analysis	★☆☆	🚀 Start
56	Number of Users With Modify Permissions	★☆☆	🚀 Start
57	Obtain Pi With Two Decimals	★☆☆	🚀 Start
58	Official Languages in Various Countries	★☆☆	🚀 Start
59	Personnel Management System Database Setup	★☆☆	🚀 Start
60	Print Current Login User Information	★☆☆	🚀 Start
61	Printing Current Time with MySQL	★☆☆	🚀 Start
62	Print Standard Body Temperature in Fahrenheit	★☆☆	🚀 Start
63	Query City Information for Specified IDs	★☆☆	🚀 Start
64	Query City Names With Country	★☆☆	🚀 Start
65	Query GDP for All Countries	★☆☆	🚀 Start
66	Query Is So Slow	★☆☆	🚀 Start
67	Query Population of All Countries	★☆☆	🚀 Start
68	SQL Database Creation and Non-Equijoin Query	★☆☆	🚀 Start
69	Query User Levels With Left Join	★☆☆	🚀 Start
70	Querying Country Codes Range	★☆☆	🚀 Start
71	Querying Official Languages and Sorting	★☆☆	🚀 Start
72	Querying Official Languages of Each Country	★☆☆	🚀 Start
73	Reverse Print File Content Command	★☆☆	🚀 Start
74	Right Outer Join Query User Level	★☆☆	🚀 Start
75	Salary Range for Teachers by Department.	★☆☆	🚀 Start
76	Search for Favorite Courses	★☆☆	🚀 Start
77	Stored Procedure Cursor Database Retrieval	★☆☆	🚀 Start
78	Student Grade Management System	★☆☆	🚀 Start
79	Creating Database Views in MySQL	★☆☆	🚀 Start
80	Mastering SQL Subqueries for Data Analysis	★☆☆	🚀 Start
81	Top 5 Countries by Land Area	★☆☆	🚀 Start
82	Updating Student GPA in MySQL Database	★☆☆	🚀 Start
83	Creating and Updating Database Views	★☆☆	🚀 Start
84	View for Course Information	★☆☆	🚀 Start
85	Exploring MySQL User Permissions	★☆☆	🚀 Start
86	Wuxu Reform Duration Calculation	★☆☆	🚀 Start
87	COVID-19 Data Analysis with Python	★☆☆	🚀 Start

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