Python for Data Analysis roadmap
Four stages · about two months at five hours a week · 20 resources
Analyse data with Python, pandas and charts.
Leads to roles such as Data Analyst.
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The stages
Stage 1: Python essentials
Variables, functions and files.
about 2 weeks 5 lessons and videos inside
You will be able to
- Write functions
- Use lists and dicts
- Read CSV files
Project
Write a script that summarises a CSV.
Stage 2: pandas
Load, clean and reshape data.
about 3 weeks 5 lessons and videos inside
You will be able to
More roadmaps to explore
- Data AnalystSQL, spreadsheets and telling the truth with numbers.
- AI & Machine LearningFrom Python and maths to models you can explain.
- Data ScienceStatistics, Python and machine learning to answer real questions.
- Inference EngineerMake machine learning models fast, cheap and reliable in production.
- AI EngineerBuild useful products on top of language models.
- Data EngineerMove, clean and organise data so others can trust it.