- Large language models (LLMs): LLMs are a type of AI that can generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. Some examples of LLMs include GPT-3, Jurassic-1 Jumbo, and Megatron-Turing NLG.
- Reinforcement learning (RL): RL is a type of machine learning that trains algorithms to make decisions in an environment by rewards and punishments. RL algorithms can be used to play games, make medical diagnoses, and control robots. Some examples of RL frameworks include OpenAI Gym, DeepMind Lab, and Google Research Football.
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- Computer vision (CV): CV is a type of AI that can interpret and understand visual information from the world around us. CV algorithms can be used to identify objects, recognize faces, and track movement. Some examples of CV frameworks include TensorFlow Object Detection API, OpenCV, and PyTorch.
- Natural language processing (NLP): NLP is a type of AI that can understand and generate human language. NLP algorithms can be used to machine translate languages, summarize text, and classify documents. Some examples of NLP frameworks include spaCy, NLTK, and Stanford CoreNLP.
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- Generative adversarial networks (GANs): GANs are a type of machine learning that can be used to generate realistic images, videos, and other types of data. GANs can be used to create fake news, deepfakes, and other types of synthetic media.
- Recommender systems: Recommender systems are a type of AI that can be used to suggest products, movies, music, and other items that users might be interested in. Recommender systems are used by many popular websites and apps, such as Amazon, Netflix, and Spotify.
Growth
- Speech recognition: Speech recognition is a type of AI that can be used to convert spoken language into text. Speech recognition algorithms can be used to create voice assistants, transcribe audio recordings, and control devices with voice commands.
- Chatbots: Chatbots are a type of AI that can be used to simulate conversation with humans. Chatbots can be used to provide customer service, answer questions, and entertain users.
- Virtual assistants: Virtual assistants are a type of AI that can be used to help users with a variety of tasks, such as scheduling appointments, setting reminders, and making calls. Virtual assistants are available on many popular devices, such as smartphones, smart speakers, and computers.
- Creative AI: Creative AI can be used to generate art, music, and literature. Creative AI can also be used to come up with new ideas and solve problem
