Here’s a list of what you will learn in the “Professional Certificate Program in Data Analytics Using AI & ChatGPT”:
- Introduction to Data Analytics
- Overview of data analytics and its importance
- Understanding types of data and data collection methods
- Data Cleaning & Preparation
- Techniques for cleaning and organizing raw data
- Handling missing data and outliers
- Exploratory Data Analysis (EDA)
- Identifying patterns and trends in data
- Visualizing data using graphs and charts
- Data Visualization Tools
- Creating effective data visualizations using tools like Power BI, Tableau, or Python libraries
- Best practices for presenting data insights
- Fundamentals of Artificial Intelligence (AI)
- Introduction to AI concepts and applications in data analytics
- Overview of machine learning algorithms and models
- Using ChatGPT for Data Analytics
- Integrating ChatGPT for data analysis assistance
- Automating insights generation using natural language processing
- Advanced Analytics Techniques
- Predictive analytics and forecasting
- Advanced statistical methods and hypothesis testing
- AI in Data Analytics
- Leveraging AI for data-driven decision-making
- Implementing AI models for real-time data analytics
- Data Analytics Project
- Hands-on project to apply analytics techniques
- Real-world problem solving using data analytics and AI tools
- Ethical Considerations in Data Analytics
- Understanding privacy and data security issues
- Ensuring ethical use of AI and data in decision-making
This program will equip you with the skills to harness AI and ChatGPT for advanced data analytics, preparing you for real-world data-driven problem-solving.