Neural networks are powerful algorithms inspired by the structure of the human brain that are used to solve complex machine learning problems. You will build your own Neural Network from scratch to understand how it works. After this course, you will be able to create neural networks for solving classification and regression problems using the scikit-learn library.

Those who know OOP can program well. That's what many programmers say. Get ready for an important part of your Java learning journey, mastering which will greatly boost your programming skills in general. You will learn how to effectively use the Java development environment, the principles of Object-Oriented Programming (OOP), and best practices in OOP. You will learn to make your code flexible and deepen your knowledge of previously covered topics. Let's get started!

This course is designed for anyone looking to master the essential skills of Google's popular tools for work and study. We'll cover the basics of Google Docs, Slides, Forms, and Drive, along with helpful tips to boost your productivity. You'll learn how to create documents, work with presentations, collect data using forms, and securely store and share files on Google Drive. This course will help you quickly and effectively get up to speed with these tools, making them a valuable part of your daily workflow.

In this course, we will learn about some advanced C# concepts along with MAUI, which is an application development library. We will learn how to create some interesting GUI applications while keeping them quick and responsive using techniques like Threading. We will make applications that will interact user input and APIs, and apart from that, we will cover some important C# concepts like Reflection and Generics. This course will further improve our programming skills and will give us a strong foundation to move forward towards Web Development.

This course delves into the theory behind relational databases. You'll learn what they are and see how they differ from non-relational databases. Throughout the course, we'll walk you through the ins and outs of database design and familiarize you with various types of relationships. Additionally, you'll explore the concepts of normalization and normal forms, equipping you with the knowledge to craft efficient and optimized databases.

In this course, you will learn advanced topics such as function arguments, iterators, generators, closures, and decorators. Dozens of practice exercises will help you grasp these topics.

Machine learning is now used everywhere. Want to learn it yourself? This course is an introduction to the world of Machine learning for you to learn basic concepts, work with Scikit-learn – the most popular library for ML and build your first Machine Learning project. This course is intended for students with a basic knowledge of Python, Pandas, and Numpy.

Git is the most popular version control system used by millions of developers around the globe. Whether you're a seasoned developer or a beginner, this course will equip you with the knowledge and skills needed to efficiently manage your software projects, collaborate with others, and master the art of version control.

Data is everywhere around us, and making sense of it is extremely important. Visualization helps you deal with data by finding certain patterns and insights in it. You will develop a solid foundation of data visualization using Python and its libraries, such as matplotlib and seaborn, to get as much information from data as possible in a neat and concise way.

This course is an introduction to the Go language for absolute beginners. It covers all the essential topics that are necessary to start coding in Go.

Master the essentials of working with databases in Python using sqlite3 and SQLAlchemy. Learn to store, modify, and retrieve data efficiently, build optimized queries, and connect your applications to databases. Gain practical experience in both SQL and ORM approaches to manage data through clean, Pythonic workflows.

Discover essential data structures in Java and enhance your programming skills. Explore the dynamic world of ArrayLists, LinkedLists, Stacks, Queues, and more, uncovering their power, versatility, and real-world applications.

Explore the fundamentals of Natural Language Processing (NLP) by learning essential text preprocessing techniques and methods for representing text data. Gain practical experience with the tools used to clean, analyze, and interpret textual information. Develop the skills needed to transform raw language into structured insights, laying a strong foundation for advanced applications in artificial intelligence and machine learning.

Discover the power of Redux Toolkit in conjunction with React, and supercharge your state management skills. This course comprehensively introduces Redux Toolkit, a powerful library for managing state. Learn how to streamline your Redux setup, simplify complex state logic, and create efficient, scalable React applications.

Testing is an integral part of software development. Every module of an application should be covered by tests to ensure the correctness of a specific module or the entire application. This course will teach you about the different types of application testing. Additionally, you will practice with unit tests to test individual components of your application.