Duration
1 day
Learning Objectives
- Understand what data science is
- Understand the relationships between data science and other sciences
- Understand the life cycle of data-based products
- Understand the main skills of the data scientist
- Understand the main tools of the data scientist
- Understand the basics of Python
- Understand the basics of R
Course Outline
- What is Data Science
- Data Gathering/Data Pipelines
- Accessing
- Gathering
- Storing
- Data Preparation and Cleaning
- Data Cleaning
- Data Transformation
- Outliers Handling
- Data Integration
- Data Reduction
- Data Analysis
- Exploratory data analysis
- Answering Questions
- Conclusions
- Data Visualization
- Why visualization is so important
- Graphs types
- Graphs Usages
- Python Vs R
- Real use case with Python
- Real use case with R
Programme scope, delivery arrangements and suitability are confirmed during enquiry.