Data Science For Beginners
This course provides a comprehensive introduction to data science, aimed at individuals looking to gain foundational knowledge and practical skills. The course is structured to guide you through essential concepts such as the data science lifecycle, data collection and analysis methods, and includes hands-on projects. By completing this course, you will be equipped with the necessary skills to begin your journey in data science, analyze data sets, and utilize programming tools effectively for data-driven decision making.
Introduction to Data Science
Understanding Data
Introduction to Programming for Data Science
Data Analysis with Excel
Data Analysis Using Python
Data Visualization Techniques
Statistics for Data Science
Hands-On Data Science Project
Introduction to Probability
Probability concepts help in understanding data distributions and the likelihood of different outcomes, an essential component in risk assessment and predictive modeling.
Introduction to Probability, Basic Overview - Sample Space, & Tree Diagrams