5G Academy - AI/ML - English

What is one of the main goals of artificial intelligence?

• Emulate human thinking

• Completely replace human intelligence

• Completely automate every human process

• Optimize efficiency in specific tasks

What does the term "machine learning" represent in the field of artificial intelligence?

• The ability of a system to learn from experience without being explicitly programmed

• The creation of machines that can think autonomously like humans

• The use of robots to automate manual tasks

• The simulation of biological processes in the computer

What does the cost function measure during the training of a machine learning model?

• The accuracy of the model on the training data

• The complexity of the model

• The time required to train the model

• The distance between the model's prediction and the true value

What is one of the main aspects that make GPUs (Graphic Processing Units) crucial for training machine learning models?

• Their ability to process large amounts of data in parallel

• Their ability to withstand extreme temperatures

• Their ability to connect to the internet via Wi-Fi

• Their flexibility in executing complex logical operations

What is one of the most well-known architectures of Large Language Models?

• Long Short-Term Memory (LSTM)

• Generative Pre-trained Transformer (GPT)

• Bidirectional Encoder Representations from Transformers (BERT)

• Embeddings from Language Models (ELMO)

What is the goal of the encoder in generative AI?

• Generate new data from an input distribution

• Encode input data into a latent representation space

• Decode input data to generate coherent output

• Classify input data into predetermined categories

What is meant by "fine-tuning" in a Large Language Model?

• Optimizing parameters during training

• Adding new layers to the neural network

• Adapting the model to a specific task through training on additional data

• Reducing the complexity of the neural network

What is meant by "bias" in artificial intelligence systems and why is it a problem?

• The speed of execution of AI applications

• The influence of financial interests on AI research

• The effect of AI on the environment

• The tendency of AI models to favor certain groups or outcomes, with potential discriminatory consequences