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.

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.

Dive into Scala programming with this introductory course, covering the essentials from syntax to advanced data types. Discover Scala's benefits, master variables, control structures, arrays, and strings through practical examples and challenges.

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.

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.

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.

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.

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.

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.

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.

This is an introductory class for beginners who haven't used a CRM before but will need to use Salesforce as a core part of their job. Jobs include business analysts, marketers, PR, content writers, and all who can be required to work with salesforce in different capacities (one marketer might focus on qualifying leads, one might be interested in closing opportunities, one might be managing the email schedule). As it turns out, more and more of these jobs require knowledge of Salesforce (or other CRMs), and it's a barrier to getting hired.

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.

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.

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

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