Course provided by:
AI+ Data (AIDATA)
This comprehensive program equips professionals with the skills to leverage artificial intelligence and data science to drive innovation, make data-driven decisions, and extract valuable insights from data.
- Training Duration:
- 5 Days
- Delivery:
- Online
- Data scientists
- Data analysts
- Business analysts
- Data engineers
- Individuals interested in AI and data science
- Master Data Science Fundamentals: Gain a solid understanding of data science concepts, including statistics, programming, and data wrangling.
- Apply Advanced Techniques: Learn advanced techniques such as generative AI and machine learning to derive deeper insights from data.
- Make Data-Driven Decisions: Develop the ability to make informed decisions based on data analysis and effectively communicate findings.
- Complete a Capstone Project: Apply your knowledge to a real-world data science project, focusing on employee attrition prediction.
- Module 1: Foundations of Data Science
- Module 2: Foundations of Statistics
- Module 3: Data Sources and Types
- Module 4: Programming Skills for Data Science
- Module 5: Data Wrangling and Preprocessing
- Module 6: Exploratory Data Analysis (EDA)
- Module 7: Generative AI Tools for Deriving Insights
- Module 8: Machine Learning
- Module 9: Advanced Machine Learning
- Module 10: Data-Driven Decision Making
- Module 11: Data Storytelling
- Module 12: Capstone Project: Employee Attrition Prediction
- Basic knowledge of computer science and statistics (beneficial but not mandatory)
- Keen interest in data analysis
- Willingness to learn programming languages such as Python and R
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