Relational Database and Normalization

1 hour

12 chapters

Beginner

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.

View details

ML Introduction with scikit-learn

4 hours

33 chapters

Intermediate

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.

View details

Git Essentials

3 hours

31 chapters

Beginner

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.

View details

Intermediate Python Techniques

3 hours

27 chapters

Intermediate

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.

View details

Introduction to GoLang

5 hours

51 chapters

Beginner

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.

View details

SQL in Python Projects

3 hours

22 chapters

Intermediate

SQL, or Structured Query Language, is essential for data management, particularly in databases where information is stored, organized, and analyzed within tables. Meanwhile, modern Integrated Development Environments (IDEs) are indispensable for software development, providing coding and debugging tools, task automation, and streamlined interfaces to boost productivity and reliability. These tools work in tandem to expedite high-quality software development.

View details

Redux Toolkit & React

4 hours

24 chapters

Advanced

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.

View details

Ultimate Visualization with Python

3 hours

26 chapters

Intermediate

Data is everywhere around us and making sense of it is extremely important. Visulization helps us deal with data by finding certain patterns and insights in it. We 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. Without further ado, let's dive in!

View details

Java Data Structures

4 hours

25 chapters

Advanced

Elevate your Java expertise with our Intermediate Data Structures course. Explore the dynamic world of ArrayLists, LinkedLists, Stacks, Queues, and more, unraveling their power and versatility.

View details

Detecting Patterns in Text with Regex

1 hour

8 chapters

Beginner

Unlock the power of regular expressions in Python with our comprehensive course designed for both beginners and experienced developers. This course will take you through the essential functions of the re module, including search, findall, finditer, and more, using practical examples and hands-on exercises. You'll learn how to extract and manipulate text data efficiently, enabling you to tackle complex string processing tasks with confidence. Whether you're looking to enhance your data analysis skills or streamline your coding workflow, this course provides the tools and knowledge to master regular expressions and elevate your programming capabilities.

View details

Introduction to NLP

4 hours

24 chapters

Advanced

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.

View details

Time Series Essentials

1 hour

8 chapters

Intermediate

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

View details

Association Rule Mining

2 hours

15 chapters

Intermediate

The Association Rule Mining course offers a comprehensive exploration of the principles and methodologies behind uncovering meaningful associations in large datasets. From understanding the fundamental measures like support, confidence, and lift to employing advanced algorithms such as Apriori and FP-Growth, you will develop the skills necessary to extract valuable insights from transactional data. Through practical applications in diverse domains like retail, healthcare, and finance, participants learn to drive data-driven decision-making, optimize business processes, and uncover hidden opportunities for growth and innovation.

View details

Java JUnit Library. Types of Testing

4 hours

22 chapters

Advanced

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.

View details

Web Scraping with Python

3 hours

23 chapters

Intermediate

Web Scraping is a process that can be used to automatically extract information from websites. This course will help you to get the data from sources for further manipulation and analysis!

View details