Python Data Analytics

Name: Python Data Analytics
Availability: InStock

Learn Python for data analytics from scratch — pandas, NumPy, matplotlib, seaborn, and scikit-learn — through hands-on Jupyter notebook lessons that take you from environment setup to a real-world sales capstone project.

4 learners 21 lessons · 1h 18m

Created by LearnKasts Demo

What you'll learn

This course teaches you the complete Python data analytics workflow using the tools professionals use every day. You'll start by setting up Jupyter and your Python environment, then work through pandas for data wrangling, groupby and merge operations for analysis, matplotlib and seaborn for visualisation, NumPy and pivot tables for advanced techniques, and scikit-learn for your first machine learning model. Every lesson is hands-on — you'll write and run real code, see actual outputs, and finish with a capstone project analysing a real-world sales dataset from start to finish.

Curriculum

7 modules · 21 lessons

Getting Started 3 lessons · 6m

Getting Started Quiz

Pandas Core 4 lessons · 13m

pandas Series — 1D Data 3 min

pandas DataFrame — 2D Data 6 min

Cleaning Messy Data 6 min

Pandas Core Quiz

Data Analysis 4 lessons · 16m

groupby and Aggregation 6 min

Merging and Joining DataFrames 5 min

Exploratory Data Analysis (EDA) 6 min

Data Analysis Quiz

Data Visualisation 3 lessons · 12m

Visualising Data with Matplotlib 6 min

Statistical Visualisation with Seaborn 6 min

Data Visualisation Quiz

Advanced Techniques 4 lessons · 16m

NumPy Arrays and Vectorised Math 4 min

Pivot Tables and Cross-tabulation 6 min

Time Series Analysis 7 min

Advanced Techniques Quiz

Machine Learning Intro 2 lessons · 8m

Intro to scikit-learn — Train Your First Model 8 min

Machine Learning Intro Quiz

Capstone Project 1 lesson · 10m

Capstone — Sales Performance Analysis 10 min

LearnKasts Demo

Free

21 lessons

7 modules

1h 18m

Access on any device

Lifetime access