Data Science Tutorials
Data Science provides a comprehensive curriculum for aspiring data scientists and analysts. Our tutorials cover statistical analysis, machine learning, and data visualization, suitable for both beginners and intermediate learners. Through interactive labs and hands - on coding exercises, you'll gain practical experience with real - world datasets. Our data science playground allows you to apply your skills in a dynamic online environment.
Query City Information for Specified IDs
In this project, you will learn how to query and retrieve information from a MySQL database. Specifically, you will learn how to access the MySQL database, import a pre-existing database, and execute a SQL query to retrieve information about cities based on their IDs.
SQLMySQL
Classifying Iris Using SVM
In this project, you will learn how to classify the iris dataset using a Support Vector Classifier (SVC) model. The iris dataset is a classic machine learning dataset that contains information about different species of irises, including their sepal length, sepal width, petal length, and petal width.
Pythonscikit-learn
Yin Book Encryption Implementation and Testing
In this project, you will learn how to implement the Yin Book Encryption algorithm, a method of dividing a complete message into three parts and delivering them separately to the recipient. This encryption technique was used in ancient times to prevent information leakage, even if one of the messengers was captured by the enemy.
Python
Weekly Report Template Creation
In this project, you will learn how to create a weekly report template for a new project team. The weekly report is used to summarize the daily work of the project team for regular review.
Python
Text Tokenization with Python
In this project, you will learn how to implement a text tokenization system using Python. Text tokenization is a fundamental task in natural language processing, where a given text is broken down into smaller units called tokens. These tokens can represent words, numbers, punctuation, or other meaningful elements in the text. The ability to tokenize text is essential for many applications, such as lexical analysis in compilers, sentiment analysis, and text classification.
Python
Sum of a Special Number Series
In this project, you will learn how to calculate the sum of the first N (N >= 6) terms of a special number series. This series is defined by the following pattern:
Python
Time Travel Destination Calculator
In this project, you will learn how to build a time travel destination calculator using Python. This calculator will help you determine the maximum past and future dates that a time-traveling spaceship can reach based on the current date and the estimated number of days the spaceship can travel.
Python
Sum of Prime Numbers Under 100
In this project, you will learn how to implement a function to check if a number is prime, and then use that function to calculate the sum of all prime numbers below 100.
Python
Building a Tic-Tac-Toe Using Pygame
This project will guide you through the steps to create a Tic-Tac-Toe game using Pygame. Tic-Tac-Toe is a two-player game where the goal is to get three of your symbols in a row, either horizontally, vertically, or diagonally. In this project, you will learn how to set up the game window, draw the game board, handle player and AI moves, and determine the winner. By the end of this project, you will have a fully functional Tic-Tac-Toe game that you can play against an AI opponent.
Python
Swap Values of 3 Variables
In this project, you will learn how to swap the values of three variables in a Python program. This is a fundamental programming concept that is often used in various algorithms and data structures.
Python
Square Root and Cube Root
In this project, you will learn how to calculate the square root or cube root of an input number, depending on whether the number is odd or even. This project will help you understand the basic concepts of mathematical operations and data processing in Python.
Python
Soldier Serial Number Generator
In this project, you will learn how to implement a Weapon Factory class that generates unique IDs for clone soldiers in the Galactic Empire's clone factory. The Weapon Factory class is designed as an iterator, allowing you to easily generate and manage a sequence of unique IDs.
Python
Statistical Analysis of JSON Data
In this project, you will learn how to perform statistical analysis on JSON data using Python. You will parse a JSON file containing user study data, extract specific information, and calculate the number of courses studied and the total number of minutes studied for a given user.
Python
Calculating and Formatting Square Roots
In this project, you will learn how to calculate the square root of an integer and format the output to a specific width and style.
Python
Stopwatch Using Python and Tkinter
In this project, we will create a simple stopwatch application using Python and Tkinter. The stopwatch will have functionality to start, stop, reset, and quit. We will use the Tkinter library for the graphical user interface (GUI) components and the time library for time-related operations.
Python
Extract Numbers from Text File
In this project, you will learn how to extract numbers greater than 5 from a text file and print them out.
Python
Unique Character Sorting in Python
In this project, you will learn how to remove duplicate characters from a given string and output the processed string in ascending order. This is a common programming task that helps in data cleaning and preprocessing.
Python
Implementing Rail Fence Cipher in Python
In this project, you will learn how to implement the Rail Fence Cipher, a simple encryption method that rearranges the characters in a text to create a ciphertext.
Python
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