All Courses & Projects

Career tracks

track

Only for Ultimate

Web Development with C#

Beginner

Python from Zero to Hero

Beginner

SQL from Zero to Hero

Beginner

С++ Essentials

Beginner

Game Development with Unity

Beginner

Become a React Developer

Intermediate

Excel Essentials

Beginner

Java Essentials

Beginner

Full Stack Web Development

Beginner

Frontend Development Foundations

Beginner

Mastering Data Visualization

Intermediate

Machine Learning Mastery

Intermediate

C++ Mastery

Advanced

Java Web

Advanced

Become a QA Engineer

Beginner

Video Production with Adobe

Beginner

UI/UX Design Tools

Beginner

Essential Office Skills

Beginner

Digital Marketing Essentials

Beginner

Complete Social Media Management

Beginner

Business AI Toolkit

Beginner

No-Code Website Development

Beginner

Deep Learning Odyssey

Advanced

Courses & Projects

Structuring Applications Using OOP Principles

This is a hands-on course that will help you understand the basics of object-oriented programming in Python. You will learn how to create classes, work with objects, use inheritance, and extend the capabilities of your programs.

Identifying Spam Emails

Classify emails as spam or non-spam by analyzing the content of the emails. Preprocess the text data using techniques like tokenization and vectorization, and apply machine learning to build and evaluate a classification model. Develop a reliable tool for identifying spam emails.

Departments' Revenue Analysis

We will use pandas to analyze departmental data by exploring, cleaning, and manipulating the dataset. Starting with basic inspection and data cleaning, we'll perform filtering, merge datasets, apply advanced filtering using multiple conditions, and finally group the data to extract meaningful insights.

Identifying Fake News

Identify fake news by analyzing text data and determining whether articles are legitimate or deceptive. Preprocess the text data using natural language processing techniques and apply machine learning algorithms to build and evaluate classification models. Develop an effective tool that can accurately distinguish between real and fake news.

Conducting A/B Test

In the world of business, making decisions based on hard data rather than intuition can be the key to success. This course focuses on one crucial technique: analyzing A/B test data. The centerpiece of the course is a project where you'll conduct a detailed analysis of an A/B test. This project, which you can showcase in your CV, is hosted on Codefinity, allowing you to continually refine it and demonstrate your growing expertise.

Building a Classic Snake Game

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.

Analyzing Social Influences on High School Performance

Explore how romantic relationships may impact academic performance differently for male and female students using statistical analysis and visualization.

Detecting Credit Card Fraud with Machine Learning

This project teaches practical fraud detection using machine learning, focusing on data preprocessing, model training, evaluation, and threshold optimization.

Detecting Fake Job Postings with Machine Learning

Build a machine learning system to detect fraudulent job postings using text analysis and structured metadata for robust automated screening.

Investigating Diabetes Risk Factors

This course guides you through analyzing real-world health data to uncover key diabetes risk factors and inform targeted public health interventions.

Optimizing Bank Telemarketing Campaigns

This project empowers you to analyze marketing campaign data, evaluate communication effectiveness, and apply statistical methods for data-driven recommendations.

Predicting Potable Water Quality

Build a predictive model to identify potable water using chemical measurements, evaluating model performance and feature importance for decision support.

Predicting Red Wine Quality with Machine Learning

Explore how machine learning can reveal key chemical traits that distinguish high-quality red wines using real-world data.

Sorry... We can't find
what you're looking for

Career tracks

track

Only for Ultimate

Web Development with C#

Beginner

Python from Zero to Hero

Beginner

SQL from Zero to Hero

Beginner

С++ Essentials

Beginner

Game Development with Unity

Beginner

Become a React Developer

Intermediate

Excel Essentials

Beginner

Java Essentials

Beginner

Full Stack Web Development

Beginner

Frontend Development Foundations

Beginner

Mastering Data Visualization

Intermediate

Machine Learning Mastery

Intermediate

C++ Mastery

Advanced

Java Web

Advanced

Become a QA Engineer

Beginner

Video Production with Adobe

Beginner

UI/UX Design Tools

Beginner

Essential Office Skills

Beginner

Digital Marketing Essentials

Beginner

Complete Social Media Management

Beginner

Business AI Toolkit

Beginner

No-Code Website Development

Beginner