No-Code Artificial Intelligence

Preface

What is AI

• Introduction to Artificial Intelligence
• Types of AI systems
• Introduction to Machine Learning
• Supervised learning
• Unsupervised learning
• Reinforcement Learning
• Bleeding edge AI research
• Conclusion
• Further readings
• Questions

Getting Started with No-code AI

• Introduction to no-code AI
• History of no-code AI
• Different types of no-code AI solutions
• Advantages of no-code AI solutions
• Conclusion
• Questions

Building AI Model to Predict Housing Prices

• Data selection
• No-Code AI tool selection
• Exploratory Data Analysis
• Model selection
• Training
• Evaluation
• Result and further improvements
• Conclusion

Classifying Different Images

• Data selection
• No-Code AI tool selection
• Data labeling
• Training
• Evaluation
• Result and further improvements
• Conclusion
• Questions

Building AI Model to Perform Sales Forecasting

• Data selection
• No-code AI tool selection
• Exploratory Data Analysis
• Model selection
• Training
• Evaluation
• Result and further improvements
• Conclusion

Building AI Model to Find Fraudulent Claims

• Data selection
• No-Code AI tool selection
• Exploratory Data Analysis
• Model selection
• Training
• Evaluation
• Result and further improvements
• Conclusion
• Questions

Building AI Model to Detect Diseases in Plants

• Data selection
• No-Code AI tool selection
• Exploratory Data Analysis
• Model selection
• Training
• Evaluation
• Result and further improvements
• Conclusion
• Questions

Building AI Model to Create Targeted Customer Offerings

• Data selection
• No-Code AI tool selection
• Exploratory Data Analysis
• Model selection
• Training
• Evaluation
• Result and Further improvements
• Conclusion
• Questions

Building AI Model for Healthcare Information Identification

• Data selection
• No-code AI tool selection
• Exploratory Data Analysis
• Model selection and training
• Evaluation
• Result and further improvements
• Conclusion
• Questions

Building AI Model for Video Action Recognition

• Data selection
• No-code AI tool selection
• Exploratory Data Analysis
• Model selection and training
• Evaluation
• Result and further improvements
• Conclusion
• Questions

Building AI Applications with Coded AI

• Introduction to Python programming language
• Popular AI libraries
• Build AI projects with Python in Google Colab
• Using pretrained models for AI Applications
• Using Kaggle for AI and data science challenges
• Conclusion
• Questions