Class Lecture Journey: Understanding Artificial Intelligence 🧠

Key Points of the Lecture

Objective:

• Understanding Tools: Basic knowledge of AI tools that can be used in business development.
• Applications: Practical uses of AI and their capabilities.
• Client Dealing: Clear nomenclature of AI to effectively communicate with clients.

Main Points:

• General Knowledge of AI: Explained the difference between AI, Narrow AI, and General AI.
• Introduction of Tools: What types of tools are available in the market and how to use them.
• Practical Exercises: Emphasized the importance of live practical exercises.

Sectors of AI:

• Narrow AI (NI): Where basic human thinking processes are being replaced.
• General AI (GAI): Where machines are capable of thinking and working like humans.
• Impact on Society and Business: Highlighted the current and future impact of AI.
• Applications in Fields: Use of AI in various fields such as Medical, Agriculture, Banking, Education, etc.
• Digital Marketing: How performance can be enhanced using AI.

Concepts:

• Model Training: How models are trained, the importance of training data, and testing data.
• API: The functions of API and common use cases.
• Prompt Engineering: How to ask effective questions to obtain correct and useful information.
• Challenges: The need for data verification and validation.

Preparation and Practical Applications:

• Tool Utilization: Use of various AI tools and integration into the work.
• Projects: Learning through live projects and assignments.
• Final Presentation: Giving a practical presentation of learnings at the end of 4 months.

FAQs:

• Supervised and Unsupervised Learning: Explained in detail along with their applications.
• Labeled Data: Concept of labeled and unlabeled data and their practical applications.
• Digital Marketing: Improvement in freelancing through AI and prompt engineering.
• Comparative Models: Information about various AI models.

Motivational Thoughts:

• Passion for Learning: The need to learn AI and adopting a practical approach for it.
• Working in Groups: The importance of collaboration and helping each other.