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The Disciple
Disciple's Initiation
Basics of AI
- Understanding the fundamental concepts of artificial intelligence
- Exploring the history and evolution of AI technology
- Learning about different types of AI systems and their applications
Use Cases of AI
- Real-world applications across industries
- How AI is transforming business processes
- Future possibilities and emerging trends
Understanding Data in the Context of AI
- What is data in the world of AI?
- How does AI 'see' and interpret information?
- The relationship between data quality and AI performance
Importance of Data Visualization and Normalization
- Making sense of raw data through visual storytelling
- Standardizing data for fair and accurate analysis
- Tools and techniques for effective data presentation
Identifying Discrete Patterns within Data
- Spotting distinct groups and trends in information
- Pattern recognition techniques and methodologies
- Understanding the significance of data patterns in AI
Hands-on Python Code Exercises
- First practical steps: manipulating and visualizing data with code
- Setting up your Python development environment
- Working with popular data science libraries like pandas and matplotlib