Data Science
Course Description
Throughout the course, students will be introduced to key concepts and principles of data science, covering data collection, cleaning, exploration, and visualization. They will apply statistical and mathematical techniques to analyze and interpret data, gaining insights and making informed decisions. Proficiency in programming languages like Python, R, and SQL will enable them to manipulate and analyze data sets effectively. Additionally, they will learn data pre-processing techniques such as integration, transformation, and feature engineering to ensure data quality and relevance. Understanding machine learning models for classification, regression, clustering, and recommendation systems will empower them to develop predictive and descriptive models. These skills will prepare them for a successful journey in data science.
Course Highlights:
- Introduction to Data
- Introduction to Data Science
- Ethical considerations in Data Science
- Introduction to Data Science Tools and Libraries
- Statistical concepts for Data Science
- Data acquisition and exploration
- Data Visualization
- Machine Learning Fundamentals
Course Details:
- Start Date: July 10,2023
- End Date: August 20, 2023
- Class Schedule: Sunday to Friday
- Class Time: 7:00 – 9:00 AM
- Location: Classroom – E3, The British College