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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

Python Beyond Intermediate

Beginner

Full Stack Web Development

Beginner

Frontend Development Foundations

Beginner

Mastering Data Visualization

Intermediate

Supervised Machine Learning

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

Courses & Projects

Introduction to NLP

Let's explore the fundamentals of Natural Language Processing (NLP) as you delve into text preprocessing techniques and various text models used to represent text data. You will gain practical insights and hands-on experience with the tools and methods essential for analyzing and interpreting textual data effectively. This course equips you with the skills to transform raw text into meaningful information, paving the way for advanced applications in AI and machine learning.

Time Series Essentials

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

Web Scraping with Python

Learn to extract valuable data from websites automatically. Master techniques to gather information efficiently, enabling you to perform in-depth analysis, make data-driven decisions, and unlock new insights from the vast ocean of online information.

Introduction to TensorFlow

Dive deep into the world of TensorFlow with our course, designed to give you a robust understanding of its core components. Begin with an exploration of tensors and the basics of TensorFlow framework. By the course's end, you'll have honed the skills to build tensor-driven systems, including crafting a basic neural network. Equip yourself with the knowledge to harness TensorFlow's full potential and set the foundation for advanced deep learning pursuits.

Identifying Spam Emails

We are going to classify emails as spam or non-spam by analyzing the content of the emails. We will preprocess the text data using techniques like tokenization and vectorization, then apply machine learning to build and evaluate a classification model, namely Logistic Regression. By the end of the project, we aim to develop a reliable tool for identifying spam emails.

Automating Data Collection from Web Sources

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

Clustering Media Content

Now we are going to understand what a cluster is and how to use it in Python. We will explore the concept of clustering, which involves grouping a set of objects in such a way that objects in the same group (or cluster) are more similar to each other than to those in other groups. Additionally, we will demonstrate how to implement clustering algorithms using Python's popular libraries, such as scikit-learn, to identify patterns and insights within your data.

Predicting Profitable Euro-Dollar Exchange Signals

In this course, we will examine the currency exchange rate relative to the euro. Our analysis will include Exploratory Data Analysis (EDA), generating visualizations, and developing a strategy to determine opportune moments for purchasing dollars. This strategy will involve trend detection techniques and constructing moving average curves to identify potential profit opportunities.

Getting into NumPy Basics

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.

Linear Regression with Python

Linear Regression is a crucial concept in predictive analytics. It is widely used by data scientists, data analytics, and statisticians as it is easy to build and interpret but powerful enough for many tasks.

Classification with Python

In machine learning, classification is used in predictive modeling to assign input data with a class label. Sounds difficult? Don't worry! Let's cope with this! Welcome to the ML!

Excel Automation with Python (project)

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

Identifying Fake News

We are going to identify fake news by analyzing text data and determining whether articles are legitimate or deceptive. We will preprocess the text data using natural language processing techniques and apply machine learning algorithms to build and evaluate classification models. By the end of the project, we aim to develop an effective tool that can accurately distinguish between real and fake news.

Logistic Regression Mastering

Logistic regression is a statistical method for analyzing a dataset in which there are one or more independent variables that determine an outcome. In this project, we will leverage logistic regression to classify data into two distinct categories. The process will involve data preprocessing, model training, evaluation, and tuning to achieve optimal performance.

Computer Vision Essentials

Comprehensive introduction to Computer Vision, focusing on machine perception and interpretation of visual data. Covers image preprocessing, feature extraction, object detection, and deep learning techniques used in modern vision systems.

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Technologies

Topic

Level

Type of lesson

Career tracks

Web Development with C#

Python from Zero to Hero

SQL from Zero to Hero

С++ Essentials

Game Development with Unity

Become a React Developer

Excel Essentials

Java Essentials

Python Beyond Intermediate

Full Stack Web Development

Frontend Development Foundations

Mastering Data Visualization

Supervised Machine Learning

C++ Mastery

Java Web

Become a QA Engineer

Video Production with Adobe

UI/UX Design Tools

Essential Office Skills

Digital Marketing Essentials

Complete Social Media Management

Business AI Toolkit

Courses & Projects

Career tracks

Web Development with C#

Python from Zero to Hero

SQL from Zero to Hero

С++ Essentials

Game Development with Unity

Become a React Developer

Excel Essentials

Java Essentials

Python Beyond Intermediate

Full Stack Web Development

Frontend Development Foundations

Mastering Data Visualization

Supervised Machine Learning

C++ Mastery

Java Web

Become a QA Engineer

Video Production with Adobe

UI/UX Design Tools

Essential Office Skills

Digital Marketing Essentials

Complete Social Media Management

Business AI Toolkit

track

Web Development with C#

track

Python from Zero to Hero

track

SQL from Zero to Hero

track

С++ Essentials

track

Game Development with Unity

track

Become a React Developer

track

Excel Essentials

track

Java Essentials

track

Python Beyond Intermediate

track

Full Stack Web Development

track

Frontend Development Foundations

track

Mastering Data Visualization

track

Supervised Machine Learning

track

C++ Mastery

track