Practice Data Science Free Tutorials

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Learn Data Science with this comprehensive learning path designed for beginners. These Data Science Courses provide a structured roadmap for exploring data analysis and interpretation. Master essential concepts and tools through hands-on, non-video lessons and practical exercises in an interactive playground, strengthening skills in statistical analysis, machine learning, and data visualization.

Browse Tutorials on LabEx

Index	Tutorial	Difficulty	Practice
01	Scikit-learn Cross-Validation	Beginner	View
02	How to determine grade based on marks using Python if-elif-else	Beginner	View
03	How to resolve import errors in Python	Beginner	View
04	How to use a lambda function for custom sorting in Python	Beginner	View
05	How to convert a Python list to a set while preserving the original order	Beginner	View
06	How to resolve 'NameError: name 'json' is not defined' in Python	Beginner	View
07	How to wait for a Python thread to finish	Beginner	View
08	How to start PostgreSQL in Kali Linux	Beginner	View
09	How to resolve ValueError: too many values to unpack	Beginner	View
10	How to replace multiple whitespaces in a Python string	Beginner	View
11	How to efficiently group a Python list based on a given function	Beginner	View
12	How to format the hexadecimal output in Python	Beginner	View
13	Create Your First MySQL Database	Beginner	View
14	Create a Product Catalog Table	Intermediate	View
15	MySQL Basic Data Manipulation	Beginner	View
16	MySQL Table Structure and Data Types	Beginner	View
17	Database Management Fundamentals with MySQL	Beginner	View
18	Installation and Basic Configuration of MySQL	Beginner	View
19	How to create inline functions in Python	Beginner	View
20	How to align output in Python printing	Beginner	View
21	How to use regex capture groups in Python	Beginner	View
22	How to clean up virtual environments	Beginner	View
23	How to deactivate Python venv	Beginner	View
24	How to pass arguments in Python multiprocessing	Beginner	View
25	How to add time in Python datetime	Beginner	View
26	How to add multiple argparse arguments	Beginner	View
27	Database Management Basics with PostgreSQL	Beginner	View
28	PostgreSQL Table Creation and Data Types	Beginner	View
29	MySQL Functions and Custom Logic	Beginner	View
30	MySQL Indexes and Performance Optimization	Beginner	View
31	MySQL Stored Procedures Basics	Beginner	View
32	MySQL Subqueries and Nested Operations	Beginner	View
33	MySQL Transactions and Data Integrity	Beginner	View
34	MySQL Triggers for Automation	Beginner	View
35	MySQL Views and Virtual Tables	Beginner	View
36	PostgreSQL Advanced Data Types	Beginner	View
37	PostgreSQL Advanced Query Writing	Beginner	View
38	PostgreSQL Index Optimization	Beginner	View
39	PostgreSQL Relationships and Joins	Beginner	View
40	PostgreSQL Role and Permission Management	Beginner	View
41	PostgreSQL Transaction Management	Beginner	View
42	PostgreSQL Views Management	Beginner	View
43	Verify PostgreSQL Connection Details	Intermediate	View
44	Create Your Own Recipe Database	Intermediate	View
45	Add Comments in Python	Beginner	View
46	Python Development Tools	Beginner	View
47	Character Encoding in Python	Beginner	View
48	Understand Identifiers in Python	Beginner	View
49	Keywords and Built-in Identifiers in Python	Beginner	View
50	Use VS Code for Python Development	Beginner	View
51	Write a Simple Python Program	Beginner	View
52	NumPy Array Creation	Beginner	View
53	NumPy Indexing on ndarrays	Beginner	View
54	NumPy IO Genfromtxt	Beginner	View
55	NumPy Data Types	Beginner	View
56	NumPy Broadcasting	Beginner	View
57	NumPy Copies and Views	Beginner	View
58	NumPy Structured Arrays	Beginner	View
59	NumPy Universal Functions	Beginner	View
60	Pandas Basic Data Cleaning	Beginner	View
61	Pandas Creating DataFrames	Beginner	View
62	Pandas Descriptive Statistics	Beginner	View
63	Pandas Filtering Data	Beginner	View
64	Pandas Grouping and Aggregating	Beginner	View
65	Pandas Introduction and Setup	Beginner	View
66	Pandas Reading External Data	Beginner	View
67	Pandas Selecting Data	Beginner	View
68	Pandas Sorting Data	Beginner	View

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