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)

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
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
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
Should you learn Python as a beginner?🤔
Tech With Tim · beginner hands-on
→ Learn Python→ Start coding with Python→ Build projects with Python
Python For Data Science Full Course 2026 [FREE] | Applied Data Science With Python | Simplilearn
Simplilearn · beginner
→ Analyze data with Python→ Visualize data with Matplotlib→ Build machine learning models with scikit-learn
ML Data Engineer Salary 2026 | How Much You Can Earn in 2026 #simplilearn #shorts
Simplilearn · beginner hands-on
→ Write Python scripts for data processing→ Use Python libraries for data analysis→ Develop data visualizations with Python
Top Programming Languages To Master In 2026 | Best Programming Languages | #Shorts | #simplilearn
Simplilearn · intermediate hands-on
→ Work with data science and machine learning→ Build AI tools→ Automate tasks
Applied Data Science With Python Full Course 2026 [Free] | Python For Data Science | Simplilearn
Simplilearn · intermediate
→ Write Python Code for Data Analysis→ Use Popular Data Science Libraries→ Apply Data Visualization Techniques
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

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