Python for Data

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)

Monte Carlo: Forecasting Stock Prices Part I

365 Data Science · beginner hands-on

→ Import necessary libraries→ Manipulate data using Pandas→ Visualize data using Matplotlib

Real Estate Data Visualization Using Map in Python

NeuralNine · beginner hands-on

→ Use Pandas for Data Manipulation→ Create Interactive Maps with Folium

Python Tutorial : Importing flat files from the web

DataCamp · beginner hands-on

→ Write Python code to import data→ Use pandas to load data

Python Tutorial : Meet the Tuples

DataCamp · beginner hands-on

→ Apply tuple concepts to data science problems→ Use tuples with zip and enumerate functions

Apply Python for Practical Financial Data Analysis

Coursera · beginner hands-on

→ Analyze financial data with Python→ Visualize market trends→ Interpret financial indicators

How To Install Python for Data Science

mCoding · beginner hands-on

→ Install Python for data science→ Set up interactive data visualization

Mastering Python for Data Science

Coursera · intermediate hands-on

→ Analyze data with Python→ Visualize data using popular libraries

Python Data Science: pandas, Matplotlib, and Seaborn

Coursera · intermediate hands-on

→ Create DataFrames→ Plot DataFrame data

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

freeCodeCamp.org · beginner hands-on

→ Analyze data using Python libraries→ Create visualizations with Matplotlib and Seaborn

Advanced Python for Data Analysis: Build & Optimize

Coursera · intermediate hands-on

→ Apply advanced Python techniques for data analysis→ Optimize data analysis with NumPy

Read (10 articles)