Survey of Data Science
From Fundamentals to Advanced Applications
Created by ACI Learning, Justin Dennison, Chris Mawata PHD
Explore the world of data science by building a strong foundation in data analysis, modeling, and real-world applications. Move from basic concepts to advanced techniques, including machine learning and big data processing. Gain practical skills to turn raw data into valuable insights for decision-making.
ACI | Apr 2024 | 522 min
What You Will Learn
You will start by understanding the core principles of data science, then move on to hands-on data exploration and analysis. As you progress, you will practice building models and interpreting results using real-world examples. By the end, you will be comfortable applying these techniques to solve practical problems.
Key Features
- Learn to clean, explore, and visualize data for clear, actionable insights
- Build predictive models using machine learning and statistical methods
- Understand real-time and batch data processing for big data scenarios
Target Audience
Perfect for those new to data science or professionals looking to expand their skills. If you have basic programming knowledge and a grasp of statistics, you will benefit from learning how to apply data science in IT, business analysis, or related roles. This path is designed to help you confidently tackle data-driven challenges at work.
