Educational opportunities for IT specialists: courses for Python developers
Author - Mansur Ismagulov
The Tech AI
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Courses in Python are presented: "Python and Statistics for Financial Analysis" (HKUST, free), "Python Software Engineer" (GeekBrains, $53/month), "Python Developer" (Yandex Practicum, $155/month, 9 months), "Python" (Codewars, free), and "Applied Calculus with Python" (Johns Hopkins University, free). The programs cover data analysis, application development, REST API, Django, mathematics, and gamified learning.
We are sharing with you a selection of courses where you can master all the necessary skills for Python developers.
Python and Statistics for Financial Analysis by The Hong Kong University of Science and Technology
By the end of this course, you will be able to perform the following actions:
— import, preprocess, store, and visualize data in a pandas DataFrame
— apply statistical concepts in a financial context
— build a trading model using a multiple linear regression model
— evaluate the performance of a trading model using various investment indicators.
Additionally, a Jupyter Notebook is attached to the course itself, so you won't need to download any additional applications.
Cost: free
"Python Software Engineer" by GeekBrains
In this course, you will learn to understand fundamental algorithms and use them to solve problems. You will be able to write websites, applications, neural networks, and programs for scientific research.
Everyone who purchases the course will also be granted free access to study English for one year.
Cost: $53/month
"Python Developer" course by Yandex Practicum
The training lasts 9 months:
— write code in Python
— create REST APIs
— use the Django framework
— configure servers.
Cost: $155/month
Codewars is an educational platform where you can learn programming languages for free in a gamified format.
The Python course offers various tasks of different difficulty levels, which will help you learn to apply these skills in practice.
Cost: free
Applied Calculus with Python by Johns Hopkins University
This course is designed for Python developers who want to strengthen their foundations in calculus to solve complex problems.
By the end of this course, you will learn how to apply fundamental calculus concepts to develop Python applications that can solve real-world problems.
The course includes:
— video lectures
— reading materials
— practical assignments.
Cost: free
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