Overview
Overview
Course Overview
Mastering Data Science: From Fundamentals to Advanced Concepts is a comprehensive course designed to give students a deep understanding of the essential concepts and techniques used in data science. The course covers various topics, from the fundamentals of mathematics and statistics to advanced machine learning algorithms.
By the end of the course, students will be able to:
- Collect, clean, and wrangle data from a variety of sources
- Perform exploratory data analysis to gain insights into their data
- Build and evaluate machine learning models
- Communicate their findings effectively
Prerequisites
The course is designed for students with various backgrounds, including those with no prior experience in data science. The material is presented clearly and concisely, with plenty of examples and exercises to help students understand the concepts.
Course Features
- Lectures 18
- Quiz 0
- Duration 40 hours
- Skill level All levels
- Language English
- Students 118
- Assessments Yes
Curriculum
Curriculum
Curriculum
- 6 Sections
- 18 Lessons
- 40 Hours
Expand all sectionsCollapse all sections
- Introduction to Data Science3
- Mathematics and Statistics for Data Science3
- Programming for Data Science3
- Data Wrangling and Cleaning3
- Exploratory Data Analysis (EDA)3
- Machine Learning Fundamentals3