AI Evolution
The rise of big data and deep learning transformed AI development during this decade.
What are the 2010s?
This model type is widely used for text generation and processing in AI today.
What is a transformer model?
This team member is responsible for managing and organizing project tasks, deadlines, and goals.
What is a project manager?
AI can help companies save money by doing this to repetitive tasks.
What is automating?
This framework from Google is widely used for building and deploying machine learning models.
What is TensorFlow?
This future aspect of AI focuses on balancing technological progress with privacy, fairness, and safety.
What is ethical AI?
Google’s BERT, a major breakthrough in language understanding, was released in this year.
What is 2018?
These types of models are available for free, with open-source code that can be modified by users.
What are open-sourced models?
These AI specialists design and develop machine learning models to achieve specific project goals.
What are data scientists?
AI systems that provide real-time customer support, such as answering questions, are used in this business function.
What is customer service?
Meta AI developed this framework, another popular choice for machine learning model building.
What is PyTorch?
AI is expected to continue advancing this area of medicine, helping doctors diagnose and treat diseases.
What is healthcare?
This model by OpenAI, released in 2020, demonstrated unprecedented capabilities in language generation.
What is GPT-3?
In this model type, pre-trained models are adapted to perform better on specific tasks with additional training.
What is a fine-tuned model?
This role requires domain knowledge to ensure AI solutions meet industry-specific needs.
What is a subject matter expert?
In retail, AI uses this kind of customer data to suggest products based on preferences.
What is personalized data?
This collaborative platform offers tools for working with transformers and other language models.
What is Hugging Face?
Future AI will likely focus on improving these technologies, which help machines understand spoken language.
What are speech recognition technologies?
These early AI systems, prevalent before the 2010s, relied on preset rules and logic.
What are rule-based systems?
Commercial AI models, such as those from OpenAI, typically require this to access and use their services.
What is a subscription or license?
These team members build workflows for creating AI models without needing extensive technical skills.
What are builders?
AI-driven insights help businesses make this kind of decision-making more data-driven.
What is enhanced decision-making?
This cloud service from Amazon provides tools for developing, training, and deploying AI models.
What is AWS SageMaker?
AI-driven innovations will further advance this retail practice, tailoring shopping experiences to individual customers.
What is personalization?
Speech recognition advancements using these types of neural networks improved AI’s ability to understand human language.
What are Recurrent Neural Networks (RNNs)?
These models specialize in structured grid data and are widely used for image recognition tasks.
What are Convolutional Neural Networks (CNNs)?
This role focuses on testing, deploying, and monitoring AI models to ensure they perform correctly.
What is an AI operations specialist?
AI can increase innovation in business by doing this with new ideas and product designs.
What is generating?
Data scientists use these to clean and organize data before model training.
What are data preparation tools?
With continued AI progress, businesses will see greater adoption of this kind of predictive analysis in decision-making.
What is predictive analytics?