Python for Data Analysts | Path
Год выпуска: 2020
Производитель: Pluralsight
Сайт производителя://app.pluralsight.com/paths/skill/python-for-data-analysts
Автор: Коллектив авторов
Продолжительность: 23h
Тип раздаваемого материала: Видеоурок
Язык: Английский
Описание: One of the most pervasive uses of Python is to analyze data. This skill is for those who want to leverage the power of Python in data treatment and analysis.
What you will learn:
Installing Python
Using Jupyter Notebooks
Using IDEs
Working with Numbers, Strings, and Lists
Defining Functions
Simple flow control and language features
Reading and Writing files
Installing and using common analytics libraries like Numpy, Scipy, Matplotlib, and Pandas
Prerequisites:
Data Analytics Literacy
Related Topics:
Python
R
Python packages for data analytics, such as NumPy, SciPy, scikit, statsmodels, etc.
Adjacent areas of Python development, such as web development or operations
Содержание
Beginner
Create your first Python analytics solution, and learn to use common Python environments like IDEs and notebooks.
Building Your First Python Analytics Solution (Janani Ravi, 2019)
Python for Data Analysts (Janani Ravi, 2019)
Programming Python Using an IDE (Xavier Morera, 2019)
Create and Share Analytics with Jupyter Notebooks (Janani Ravi, 2019)
Intermediate
Apply Python to specific parts of the analytics workflow. Learn how to load, clean, and visualize data.
Importing Data: Python Data Playbook (Xavier Morera, 2018)
Data Wrangling with Python (Pratheerth Padman, 2020)
Cleaning Data: Python Data Playbook (Chris Achard, 2018)
Pygal: Python Data Playbook (Kishan Iyer, 2019)
Advanced
Extend your abilities to scraping data from the web and uses databases with Python.
Understanding Databases with SQLAlchemy: Python Data Playbook (Xavier Morera, 2019)
Web Scraping: Python Data Playbook (Ian Ozsvald, 2019)
Leveraging Online Resources for Python Analytics (Janani Ravi, 2019)
Файлы примеров: присутствуют
Субтитры: присутствуют
Формат видео: MP4
Видео: H.264/AVC, 1280x720, 16:9, 30fps, 160 kb/s
Аудио: AAC 48000Hz 2.0 chn 96 kbit/s
