Skills › Data Analytics & Business Intelligence

Python for Data

Analyse and visualise data with pandas, NumPy, and matplotlib in Jupyter.

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After this skill you can…

  • Clean and transform a messy dataset with pandas
  • Create publication-quality charts with matplotlib/seaborn
  • Conduct exploratory data analysis in a Jupyter notebook

Prerequisites

Watch (10 videos)

Python Full Course 2026 | Python Tutorial For Beginners | Python Programming Tutorial | Simplilearn
Simplilearn · beginner
→ Write Python code for data analysis→ Use Python libraries for ML→ Apply Python to real-world problems
Python Based Time Series Analytics on Databricks
Databricks · intermediate hands-on
→ Write Python code for data analysis→ Use Impulse framework for time series analytics
EuroPython 2026: Celebrating 25 Years | Real Python Podcast #299
Real Python · beginner
→ Use Python for data analysis→ Apply Python to machine learning problems
Learn Python for Data Science Full Course Free | Python for Data Science 2026 | Intellipaat 🚀
Intellipaat · beginner hands-on
→ Analyze data using Python→ Visualize data using popular libraries→ Perform machine learning tasks using Python
Applied Data Science With Python Full Course 2026 | Learn Data Science With Python | Simplilearn
Simplilearn · beginner
→ Use Python for data analysis→ Apply popular libraries such as Pandas and NumPy
The Biggest Mistake I Made Learning Python v2
Tech With Tim · beginner hands-on
→ Build a complete Python project→ Master Python fundamentals→ Focus on one area of Python development
Important Python Concepts for Beginners | Learn Python with Examples | Python Tutorial | Intellipaat
Intellipaat · beginner
→ Write Python code for data analysis→ Apply Python programming skills for data science→ Use Python libraries for data manipulation and visualization
Help Us Pick the Next Python Podcast Topic!
Real Python · beginner
→ Learn Python basics→ Improve Python skills→ Explore Python resources
Building Python Skills for the Job Market: Dev Paths, Job Requirements, & Creating a Skill Roadmap
Real Python · beginner
→ Build Python projects→ Create a skill roadmap→ Understand job requirements
🎯Intellipaat Data Science and AI Reviews 2026 | Freshers Getting Job
Intellipaat · advanced hands-on
→ Write Python code for data analysis→ Use popular libraries like Pandas and NumPy→ Visualize data with Matplotlib

Read (10 articles)

📄
How Python Powers Real-World Data Analytics
Dev.to · Mungai M. · 2026-05-10
📄
Ask HN: Which new skills for a data science career?
Hacker News · dsbyaccident · 2022-04-20
📄
7 Python Libraries That Made Me a Better Data Scientist
Medium · Machine Learning · 2026-05-24
📄
Building a Weather Forecast App With Python, Flask, and OpenWeather APIs
Dev.to · Shelby Carpenter · 2022-12-08
📄
Sea surface currents derived from OSCAR
Dev.to · Jordan Bell · 2022-12-20