Training schedule
IN-COMPANY TRAINING PROGRAMS
Contact Gert-Jan Steltenpool, if you want to know more about custom data & AI training for your teams. He’ll be happy to help you!
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THE programming language for Data & AI!
Do you want to boost your career by learning THE programming language for Data & AI? Do you find it hard to learn from scratch without guidance and would like experienced trainers that lead you along the journey? Come to this course to gain experience with Python and leave empowered to start boosting your career by applying this new skill!
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What you'll learn
Python for Data Analysts
- How to set up your Python environment using conda, package managers, and virtual environments
- How the Python ecosystem is set up
- How to write functions
- About pandas, with an in-depth look at indices, series, and dataframe
- How to wrangle and visualize your data with pandas
The schedule
The program consists of both theory and hands-on exercises.
- Hello World in Python;
- IPython Shell;
- How to run Python scripts;
- How to work with the Jupyter environment;
- Variable, Functions, and Objects;
- Introduction to Python functionals and keyword arguments ;
- Introduction to object-oriented programming;
- Getting Help;
- Lists, Sets, Dictionaries, Tuples;
- Introduction to Python comprehensions.
- Basic operations;
- Indices;
- Group-by operations;
- Split-apply-combine;
- Pipelines in Pandas;
- Getting data from databases;
- Visualize your data using pandas.
learning journey
Data Science Learning Journey
Lucy Sheppard
Data Spirit GuideLucy is a fully qualified teacher with four years experience at a UK bank, building models to generate customer risk profiles. She has always had a passion for learning and teaching so when she got to combine this with her skills in data by becoming a data science trainer she felt extremely lucky. Lucy endeavours to continually produce and deliver high quality training to share knowledge and support the next iteration of data scientists.