Machine learning and AI in action | TECH(talk)

The video discusses the use of Python and other languages in machine learning, how to start learning AI and ML, and the skills needed for data analysis. It explores AI applications in fields like security, education, and auto mechanics, emphasizing AI's role as a copilot. The discussion also covers ethics and privacy in AI, career advice for AI professionals, and future trends in AI and ML.

Which programming language is considered the most accessible for beginners in machine learning?

• C++

• Go

• Python

• Julia

What is a key advantage of using Python for machine learning?

• It is the oldest programming language.

• It abstracts complex tasks, making them easier.

• It directly handles memory management.

• It is the fastest language available.

What is a recommended way to start learning AI and ML?

• Starting with toy projects

• Attending conferences

• Building a large-scale application

• Reading advanced textbooks

Which platform is mentioned for experimenting with ML models in the cloud?

• AWS

• Data Bricks

• Azure

• Google Cloud

What foundational knowledge is crucial for data analysis in AI?

• Chemistry

• Biology

• Statistics

• Physics

What is a common use of AI in business?

• Writing novels

• Fraud detection

• Creating art

• Cooking recipes

How does AI assist in fraud detection?

• By predicting future trends

• By analyzing past data patterns

• By creating new data

• By deleting old data

What is a major ethical concern in AI development?

• Color of interfaces

• Size of datasets

• Data privacy

• Speed of processing

What is homomorphic encryption used for in AI?

• Reducing data size

• Visualizing data

• Performing operations on encrypted data

• Speeding up computations

Why is it important to address bias in AI systems?

• To reduce costs

• To improve speed

• To increase complexity

• To ensure fairness