Data Analysis Using Python
The three-day course aims to familiarize students with the possibilities of working with data, to perform transformations, analysis and visualization in Python. Its content is to learn to use packages and modules for work with data. It focuses mainly on the Pandas, NumPy and Dask libraries and its possibilities in data processing and publication.
Code
Python201
Course length
3
days
(8:30 – 16:00)
Form
In our classroom or online
Dates
This course is intended for
Developers, users, analysts, data architects, managers and IT staff
Syllabus
Module 1: Introduction to Data Handling
- Lesson: Environment, tools, settings
- Lesson: Data Manipulation
- Lesson: Packages, modules, libraries
Module 2: Introduction to pandas
- Lesson: Installing pandas and other components
- Lesson: The Basics of Pandas
- Lesson: Objects
- Lesson: Data import and processing
Module 3: NumPy
- Lesson: NumPy Installation
- Lesson: Working with Data
- Lesson: Data transformation and data analysis
Module 4: Pandas Objects and Working with Data
- Lesson: Working with Data
- Lesson: Data Handling and Transformation
- Lesson: Reading and Writing Different Types of Data Formats
- Lesson: Cleaning and filtering data
- Lesson: Grouping, aggregating data and pivoting data
- Lesson: Working with time series
Module 5: Dask
- Lesson: Dask module introduction
- Lesson: Data manipulations and transformations
Module 6: Data Visualization
- Lesson: Preparation and configuration
- Lesson: Using pandas, mathplotlib and other modules
- Lesson: Visualizations
- Lesson: Configuring and editing visualizations
Students will be able to
- Set up the environment and necessary components
- Work with data
- Perform data transformations
- Perform data visualizations
Course requirements
- Basic work with computer and basics of programming
- Python fundamentals
Hardware
Classrooms are equipped with high-performance computers with Internet access and the possibility of wireless connection.
Literature
All participants will get internal OKsystem materials.
Prices do not include VAT. OKsystem a.s. reserves the right to change dates and prices of courses.
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Why OKškolení?
What are the main advantages of our training centre?
36+ years in business
We have been on the market for more than 36 years and have a wealth of experience in this field.
We are a training center with a rich history and tradition.
Experienced tutors
The basis of any quality education is good and experienced lecturers and this is something that we at OKškolení take particular pride in. Our top lecturers are waiting for you.
Modern classrooms
All classrooms are spacious, air-conditioned, barrier-free and equipped with high-standard computers, with Wi-Fi connection.
Bonus program
Protect your investments into education, loyalty program, advantageous offers, refreshments, grants...
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