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1 database teacher in Amellagou

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1 database teacher in Amellagou

Nicolas - Milan, Italy16€
16€Python & Pandas: A Programming Guide to the data galaxy
Trusted teacher: Welcome to the basics of Data Science with Python applied to real cases! In this course, we will cover the fundamental concepts and techniques of data science using the Python programming language. The course will begin with an overview of the key concepts in data science, including data types, data structures, and statistical analysis. We will then move on to cover the basics of Python programming, including variables, data types, loops, functions, and classes. Once we have covered the fundamentals of Python programming, we will dive into the world of data analysis and manipulation with the Pandas library. You will learn how to import, clean, and transform data using Pandas and how to perform basic statistical analysis on data. Next, we will explore data visualization with Matplotlib and Seaborn libraries. You will learn how to create different types of plots and charts to visualize data and gain insights from it. In the second half of the course, we will apply what we have learned to real-world data science problems. You will work on projects that involve cleaning and analyzing real datasets, such as census data, financial data, or climate data. Throughout the course, you will have access to a variety of resources, including lectures, readings, exercises, and quizzes. You will also have the opportunity to collaborate with other students and receive feedback from your instructors. By the end of this course, you will have a solid understanding of the basics of data science with Python and how to apply it to real-world problems. You will be able to use Python to perform data analysis, create visualizations, and draw insights from data.
Python · Database · Computer science
Nikita - Russia25€
25€Computer Programming with Python 3. Basic + Advance levels. From basics to industry develepment and Statistics/Data Analysis with Python.
What am I teaching? Python 3 programming with libraries: Pillow, PyQT, Pygame, SQLite/MongoDB, Flask + SQLAlchemy, NumPy, Pandas, Sklearn HTML and CSS basics due to the Web-programming topic (Flask) SQl/NoSQL (MySQL and PostgreSQL and MongoDB) due to the SQLite/MongoDB library What does it mean? Python is a powerful tool for basic algorithmic tasks, projects with images/sounds/..., web development, data science and so on. I would be glad to learn you in a practical way to use these tools to solve ample different tasks. Information about me: - I am 3rd-year student in ITMO University (Software engineering and programming) - I'm teaching Python for more than 2 years - My students succeeded with their Python exams (100% passed) - I have 5 years experience with Python programming language and get several certificates: Python Basics and Projects (excellent mark) from Yandex Lyceum, Python in Industry programming (excellent mark) from Yandex Lycuem, Advanced Python (Stepik online cource) - English level (B2-C1), Swedish (A2-B1), Russian (native) Teaching features: - All topics I explain clearly with ample comparisons to real life - After every piece of information I'm checking student's understanding (asking similar questions to discuss) - All lessons are split into 2 vital parts: discussing new topics and practicing coding - Basics projects after each module Three ways of learning: - Basic track: Module 1 - Basics: installing/if/else/for/while Module 2 - Data Structures: lists/sets/dicts Module 3 - Functions: def Module 4 - Libraries: math/os/pillow/... Module 5 - OOP: classes/methods - Advanced track: Module 1 - Revicing: data structures and OOP Module 2 - Advanced topics: itherators/try/except Module 3 - PyQT Module 4 - Web-programming Module 5 - API and Applied Projects - Custom track: Possible topics: All in Basic and Advance tracks, Numpy, Pandas, Sklearn - Data Analysis basics What is the format of teaching: Online
Computer programming · Python · Database
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