PeopleCert Data Science Foundation

PeopleCert Data Science Foundation is a certification program designed to provide individuals with a solid understanding of the fundamental concepts and techniques in data science. This certification is ideal for professionals who are looking to start a career in data science or for those who want to enhance their knowledge and skills in the field. The certification covers various topics such as data analysis, statistical methods, machine learning, data visualization, and big data technologies. Participants will learn how to collect, clean, analyze, and interpret data to derive valuable insights and make data-driven decisions. The PeopleCert Data Science Foundation program typically includes training materials, online courses, and exams to assess participants\’ understanding of the subject matter. By earning this certification, individuals demonstrate their proficiency in essential data science concepts and tools, which can enhance their career prospects in various industries that rely on data analysis and interpretation.  

Course Outline  

Introduction to Data Science​

• Overview & Definitions​
• Key Concepts​

 ​Programming Skills (with R/Python)​

• Introduction to Programming​

​Data Management​

• Relational Databases (RDBMS)​
• New Data Management Methods​
• Business Intelligence​

​Probability & Statistics​

• Introduction to Statistics​
• Introduction to Probability Theory​

 ​Machine Learning (ML) and Artificial Intelligence (AI)​

• Introduction to Machine Learning​

​Visualization​

• Introduction to Visualization​

​Business Skills​

• Data Governance​
• Ethics, Data Privacy and Protection​​