Data Science: Курси та проекти

Building a Classic Snake Game

1 година

11 розділів

Середній

In this project, you'll embark on a journey of game development, learning essential programming concepts while honing your creativity and problem-solving skills. Through step-by-step tutorials, you'll build a fully functional Snake game from scratch.

Детальніше

Crafting a Classic Hangman Game

1 година

9 розділів

Базовий

Hangman is a classic word-guessing game where players aim to uncover a hidden word by suggesting letters within a limited number of attempts. The game progresses with each incorrect guess, drawing parts of a hangman figure, leading to a loss if the figure is completed before the word is fully guessed. In this project, participants will methodically build a digital version of Hangman. We will start by loading a word list from a file, then move on to develop functions for handling guesses, updating the game state, and managing the game's flow, culminating in a complete, playable game.

Детальніше

Building a Classic Snake Game

1 година

11 розділів

Середній

In this project, you'll embark on a journey of game development, learning essential programming concepts while honing your creativity and problem-solving skills. Through step-by-step tutorials, you'll build a fully functional Snake game from scratch.

Детальніше

Conducting Exploratory Data Analysis of Nobel Prizes

1 година

6 розділів

Середній

We will delve into the concept of Exploratory Data Analysis (EDA) and explore its critical role within every Data Analysis process, particularly focusing on the analysis of Nobel Prizes. EDA serves as a foundational step that enables data scientists and analysts to uncover patterns, anomalies, and insights from data through visual and statistical methods.

Детальніше

Regex Wizards (Project)

1 година

9 розділів

Базовий

In this project, we are going to use regex in search and replace operations in Python.

Детальніше

Building Arcade Game

1 година

13 розділів

Базовий

Dive into an electrifying Python arcade adventure with PyGame! Command a superhero through a dynamic universe, dodging space ships, snagging shimmering crystals, and outsmarting foes. Experience thrilling player control, ingenious enemy and bonus spawns, strategic collision dodges, and a vibrant, scrolling backdrop that propels you through an exhilarating journey of discovery and triumph.

Детальніше

Extracting Text Meaning using TF-IDF

2 годин

12 розділів

Середній

This project focuses on the design and implementation of a robust text summarizer, built using Python. By harnessing the capabilities of Python’s Natural Language Toolkit (NLTK), participants will gain hands-on experience in processing and analyzing textual data. The project covers a range of NLP techniques essential for text summarization. Participants will develop skills in parsing text and extracting meaningful content, learning how to filter essential information from large volumes of text.

Детальніше

Manipulating and Combining PDFs

1 година

9 розділів

Базовий

In this project, we will study how to manipulate and extract data from PDF files, such as text and images, and combine multiple PDF files into a single document.

Детальніше

Recognizing Handwritten Digits

2 годин

10 розділів

Просунутий

In this project, our primary objective will be to delve into the identification of handwritten digits through the application of machine learning algorithms. This endeavor aims to harness the power of machine learning to effectively interpret and understand handwritten digits, showcasing the potential of these algorithms in processing and analyzing complex visual information.

Детальніше

Identifying Fake News

1 година

7 розділів

Просунутий

In this project, we are going to classify news and identify the fake ones.

Детальніше

Identifying the Most Frequent Words in Text

1 година

11 розділів

Базовий

In this project, we will be utilizing the capabilities of the Natural Language Toolkit (NLTK), a versatile and comprehensive library in Python designed for working with human language data. Our focus will encompass several core areas of natural language processing: tokenization, stemming, tagging and parsing. These NLTK features will form the backbone of our text processing and analysis tasks, making it an essential tool in our project for handling and extracting meaningful insights from language data.

Детальніше

Time Series Essentials

1 година

8 розділів

Середній

In this project, we are going to understand what a Time Series is and which are its main features.

Детальніше

Tweet Sentiment Analysis

2 годин

11 розділів

Просунутий

In this project, we are going to classify tweets according to their sentiment.

Детальніше

Best Practices: Python OOP

1 година

8 розділів

Середній

In this project, we are going to understand what Object Oriented Programming (OOP) is and how we can implement it in Python.

Детальніше

Fundamentals of Image Manipulation with Python

1 година

11 розділів

Середній

In this project, we are going to understand how to handle images in Python.

Детальніше

Identifying Spam Emails

2 годин

11 розділів

Просунутий

In this project, we are going to classify spam emails according to their content.

Детальніше

Automating Data Collection from Web Sources

1 година

7 розділів

Середній

In this project, we are going to understand how to create a simple web scraper in Python.

Детальніше

Gaining Insights with Data Visualization

1 година

10 розділів

Середній

In this project, we are going to understand the meaning of Data Visualization and its powers.

Детальніше

Getting into NumPy Basics

1 година

7 розділів

Середній

In this project, we will delve into the fundamentals of NumPy, exploring its core features and uncovering the reasons behind its significant impact on scientific computing. By understanding its architecture and capabilities, we will grasp why it is considered an essential tool for data scientists, researchers, and developers working in the realm of data analysis, machine learning, and beyond.

Детальніше

Unveiling the Power of Data Manipulation with Pandas

1 година

7 розділів

Середній

In this project, we are going to understand what Pandas is and why it is so powerful.

Детальніше

Clustering Demystified

2 годин

11 розділів

Просунутий

In this project, we are going to understand what a cluster is and how to use it in Python.

Детальніше

Excel Automation with Python (project)

1 година

11 розділів

Середній

In this project, we will study how to create, modify, and extract data from Excel spreadsheets using Python code.

Детальніше

Logistic Regression Mastering

1 година

7 розділів

Просунутий

In this project, we are going to understand the career tracks of Data Scientists.

Детальніше

Organizing Date and Time Data for Analysis and Applications

1 година

7 розділів

Базовий

In this project, we are going to understand how to handle Date and Times in Python.

Детальніше

TEST E2E PROJECT BEGINNER

0 година

0 розділ

Базовий

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Детальніше

TEST E2E PROJECT INTERMEDIATE

0 година

0 розділ

Середній

___

Детальніше

TEST PROJECT

0 година

2 розділів

Базовий

--

Детальніше

Analyzing FIFA-17 players data with pandas

1 година

10 розділів

Середній

In this project, you will analyze data from one of the most popular and the oldest (but still existing) computer game series - FIFA, namely FIFA-17 with pandas library and seaborn library for visualization.

Детальніше

Basic linear models

0 година

5 розділів

Базовий

description

Детальніше

Create the strongest Pokemon

1 година

4 розділів

Середній

Love the Pokemon world? Cool! In this project, you will make your own strongest Pokemon.

Детальніше

Gradient descent for linear regression

1 година

8 розділів

Середній

The starting point for all optimization theory and machine learning is the idea that we can use calculus to automatically step by step change the result towards improvement. In this course, we will apply this idea to a linear model.

Детальніше

Indian Food Project

0 година

1 розділ

Середній

something

Детальніше

Introduction to Jupyter notebook: Python

1 година

6 розділів

Базовий

This project settled for beginners to learn the very basic principles and concepts of Jupyter notebooks with Python.

Детальніше

Introduction to Jupyter notebook: R

1 година

7 розділів

Базовий

This project settled for beginners to learn the very basic principles and concepts of Jupyter notebooks with R.

Детальніше

Is the mushroom poisonous?

0 година

3 розділів

Середній

In this project, we study a dataset in which the external characteristics of mushrooms are presented, and with their help, we will predict whether the mushroom is poisonous

Детальніше

Linear regression for non-linear functions

1 година

4 розділів

Середній

Despite its seeming limitations, linear regression allows us to approximate not only linear functions, but also square, cubic and other polynomials. We also can add more functions to the basis and approximate, for example, functions with trigonometric expressions, roots, exponents and so on.

Детальніше

Lohvyn project test

0 година

1 розділ

Базовий

test desc

Детальніше

Oleh Project Test Testing

0 година

1 розділ

Базовий

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Детальніше

Predict rain in Australia

0 година

3 розділів

Середній

We invite you to become a hero in saving Australia from floods by predicting whether it will rain tomorrow!

Детальніше

Predict the release clause of FIFA 2019 players

1 година

7 розділів

Середній

Like football? Good! Here we will try to predict Release clause of your favourite football players using the data from Fifa 2019!

Детальніше

Selenium Project

1 година

10 розділів

Базовий

This project will teach us how to automate web-based tasks and test web applications in Python.

Детальніше

Stock Prices Prediction Project

2 годин

10 розділів

Просунутий

In this project, we are going to predict stock prices using ML Models.

Детальніше

TEST PROJECT WITH COLUMN CHAPTERS

0 година

0 розділ

Базовий

TEST PROJECT WITH COLUMN CHAPTERS

Детальніше

TEST PROJECT(deprecated)

0 година

0 розділ

Просунутий

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Детальніше

Test project with task

0 година

2 розділів

Базовий

test description

Детальніше

test project

0 година

0 розділ

Базовий

coming soon

Детальніше

test project

0 година

1 розділ

Базовий

consequat Lorem Excepteur

Детальніше

E2E TEST PROJECT

0 година

3 розділів

Середній

Project for e2e testing

Детальніше