Introduction to Python

6 годин

63 розділів

Python is an interpreted high-level general-purpose programming language. Unlike HTML, CSS, and JavaScript, which are primarily used for web development, Python is versatile and can be used in various fields, including software development, data science, and back-end development. In this course, you'll explore the core aspects of Python, and by the end, you'll be crafting your own functions!

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Introduction to SQL

4 годин

41 розділів

This course is for you if you are new to SQL, you want to quickly learn how to get the most out of SQL and you want to learn how to use SQL in your own application development.

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Ultimate Visualization with Python

3 годин

26 розділів

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 visulization 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!

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Pandas First Steps

4 годин

34 розділів

Pandas is an extremely user-friendly library for data analysis. It's also designed to handle large datasets, using data structures like DataFrame and Series. This makes it an invaluable tool for Data Science. In this guide, you'll get acquainted with a range of statistical functions, including how to find correlations, modes, medians, and maximum and minimum values within a dataset. You'll also learn how to handle missing values and manipulate specific values, as well as how to remove them.

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Intermediate SQL

3 годин

21 розділів

This course is for you if you already have a basic knowledge of SQL, but want to learn more advanced things in order to create more powerful queries. In the course, you will get acquainted with grouping of data, filtering of grouped data. Also learn to work with several tables from the database at the same time, combining them. Learn about different types of table joins, learn how to use them in practice.

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NumPy in a Nutshell

3 годин

21 розділів

NumPy is one of the basic packages for scientific computing in Python. The 'NumPy in a Nutshell' course will introduce you to such a powerful tool as NumPy, which is convenient for working with arrays of different sizes. After completing this course, you will be able to easily work with matrices, using various functions. In addition, during the course, you will learn basic methods for working with arrays that simplify code writing.

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Advanced Techniques in pandas

4 годин

33 розділів

This course contains a lot of useful functions for a future data analyst. You will learn different ways of extracting data and even set conditions on it. After it, you will be familiar with the methods of grouping data. Also, you will learn how to preprocess data. Each section has its data set so that the course will be gripping.

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Linear Regression with Python

2 годин

19 розділів

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.

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Business Analysis Fundamentals

2 годин

18 розділів

Navigating the intricacies of Business Analysis is a transformative journey that unveils the dynamic intersection of strategy, technology, and organizational objectives. Delve into the heart of this discipline, where professionals craft solutions, facilitate change and bridge the gap between business needs and IT capabilities.

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SQL in Python Projects

3 годин

22 розділів

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.

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Java JUnit Library. Types of Testing

4 годин

22 розділів

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.

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Foundations of React Native

5 годин

29 розділів

Explore the world of mobile app development with React Native. Learn fundamental concepts and advanced techniques to create cross-platform mobile applications efficiently.

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Introduction to Blockchain

2 годин

18 розділів

Explore the revolutionary world of blockchain technology and its first and most prominent application, Bitcoin. Delve into the intricacies of how blockchain functions, the technical underpinnings of Bitcoin, and the broader implications and future trends in this dynamic field. Gain a well-rounded understanding of the technology that is reshaping industries and challenging traditional notions of currency and data security.

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Data Anomaly Detection

3 годин

15 розділів

Anomaly detection is integral to any data scientist's work: high-quality, cleaned, and well-prepared data is the key to success for almost any machine learning problem.

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Django REST Framework

3 годин

18 розділів

The Django REST Framework course opens the gateway to the world of web interface development, where you'll learn to create connections between servers and clients through APIs. As you delve into the technical details, you'll master how to transform complex data structures into network-friendly formats and vice versa. You'll understand how to efficiently handle user requests and return responses in a format that seamlessly integrates into web applications.

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C++ OOP

4 годин

35 розділів

Welcome to the exciting world of Object-Oriented Programming (OOP) with C++! This course will provide a comprehensive understanding the fundamentals of OOP and how they are implemented. Our focus will be on key concepts such as classes, objects, inheritance, polymorphism and encapsulation. Let's Start the Journey!

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Introduction to TensorFlow

3 годин

18 розділів

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.

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Algorithms and Data Structures Overview

3 годин

23 розділів

The understanding of data structures and algorithms: this is what sets advanced professionals apart from the rest. In the modern world of growing data, it is very important to be able to process large amounts of data efficiently. In this course, you will study the most basic data structures that help us to deal with huge amounts of data as well as implement the most basic and crucial concepts on your own so you’ll get a deeper understanding of how each data structure works and you'll be able to decide what data structure best suited for your task.

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Professional Web API with Flask

6 годин

33 розділів

This meticulously crafted course takes you from the foundational principles of APIs and REST, through the complexities of database relationships and schema management, to the intricacies of endpoint creation, authentication, and deployment. With a hands-on approach, you'll master Flask, SQLAlchemy, Flask-Smorest, and JWT authentication, culminating in a fully functional, secure, and deployable web API. Whether you're a beginner eager to dive into the world of web development or a seasoned programmer looking to refine your skills, this course offers a comprehensive, engaging, and practical learning experience, setting you up for professional success.

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Java Data Manipulation with Hibernate

4 годин

23 розділів

Every backend developer must be proficient in working with various databases. Connecting a database to the code and performing data operations directly from Java code to execute SQL queries and various data operations directly from the code. JDBC and Hibernate help developers with this. It's time to learn how to connect a database to your IDE, use tables from this database, and manipulate data!

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Unity for Beginners

2 годин

27 розділів

Embark on your game-making adventure with this course. You'll learn the basics: moving objects, cool effects, making interfaces, physics, building worlds, and more surprises! With friendly help and fun projects, you'll craft awesome games for all kinds of devices. Some C# basics help, but no Unity experience needed. Ready to dive in? Let's unleash your game making magic!

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