ACERT76-039_rev3.0: AI+ Data, Self-Paced Learning V3 (Data and Robotics)

Duration: Self-Paced, 40 hours of content

The AI+ Data Certification offers a transformative learning experience, equipping professionals with essential data science skills. The program covers foundational concepts such as statistics, programming, and data wrangling, and advances to generative Artificial Intelligence (AI) and Machine Learning (ML) modules. A key feature is the focus on data-driven decision-making and storytelling, which enhances both analytical and communication skills.

The hands-on capstone project and personalized mentorship provide practical experience, applying data science techniques to real-world challenges. By integrating theoretical knowledge with practical exercises in Python, R, and advanced technologies, this certification prepares professionals to excel in the dynamic field of data science, driving innovation and strategic decision-making in their organizations.

The following aspects are covered in the certification:

• Foundations of Data Science
• Foundations of Statistics
• Data Sources and Types
• Programming Skills for Data Science
• Data Wrangling and Preprocessing
• Exploratory Data Analysis (EDA)
• Generative AI Tools for Deriving Insights
• Machine Learning Refresher
• Advance Machine Learning
• Data-Driven Decision-Making
• Data Storytelling
• Capstone Project - Employee Attrition Prediction

Please use the links below to download additional information about this course:

Executive Summary: ai-data-executive-summary.pdf

Course Outline: ai-data-course-outline.pdf

Exam Blueprint: ai-data-blueprint.pdf