Python for Data Analysis & Machine Learning
About Course
Python, pandas, visualisation and machine learning with scikit-learn, with real business datasets.
Who this training is for
- Analysts and engineers
- Teams starting data science
Syllabus
- Module 1: Python basics — Syntax, data types, functions
- Module 2: NumPy & pandas — Data wrangling
- Module 3: Visualisation — Charts and storytelling
- Module 4: Statistics — Descriptive and inferential basics
- Module 5: Machine learning — Regression, classification, clustering
- Module 6: Model evaluation — Metrics, validation
- Module 7: Deployment — FastAPI basics
🏢 Training your team?
This course is available as live online batches, onsite workshops at your office, or self-paced access for your employees with progress reports for HR. The syllabus can be tailored to your systems and projects.
Course Content
Module 1: Python basics
Module 2: NumPy & pandas
Module 3: Visualisation
Module 4: Statistics
Module 5: Machine learning
Module 6: Model evaluation
Module 7: Deployment
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