Data in AI and Machine Learning
Understanding the role and importance of data in AI and machine learning.
Learning Objectives
Learn the basics of data usage in AI/ML.
Topics
The Role of Data in AI
Exploring why data is crucial for AI systems.
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Types of Data
Introduction to different types of data used in AI/ML.
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Data Collection
Understanding methods of data collection for AI/ML.
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Data Preprocessing
The process of preparing data for AI/ML models.
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Data Cleaning
Exploring techniques to clean and organize data.
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Data Visualization
Introduction to visualizing data for better understanding.
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Data Privacy and Ethics
Discussing the ethical considerations in data handling.
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Data Storage Solutions
Exploring storage solutions for managing large datasets.
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Data Annotation
Understanding the importance of data labeling and annotation.
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Data in Decision Making
How data influences decision-making processes in AI/ML.
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Realtime audio conversation for interactive session.
Interactive realtime chat session.
Live whiteboard explanation and collaboration.
Real-time wide variety of examples.
Continuous assessment and feedback.
Progress monitoring and record progress journey.
Broadcast session with larger audience for free.
Attend audience queries and provide responses.