Basic HTML Version

|  | Table of Contents |  | View Full Version

Page 148 - ClickGPT V4.0 C-5
P. 148

    Natural Language
                                  Processing                     Data Science                      Computer Vision

                  Natural Language Processing (NLP)

                  This is a subfield of AI that helps in communication between humans and computers in natural language.

                  It enables a computer to read and understand data by processing and understanding human language.

                  This subfield of AI is used for a variety of tasks, such as email filters. A lot of people receive a lot of
                  emails that are useless. NLP checks the sender of the email and categorises the mail as spam or junk.
                  NLP also finds its use in the autocomplete and spell check features of word processors. NLP is also
                  quite useful in voice text messaging and virtual assistants.

                                                                                    The human eye is estimated at 576
                                                                                   megapixels with complex processing,
                                                                                   while AI machine vision cameras can
                                                                                       reach up to 100 megapixels.

                  Data Science

                  Data science  in  AI  refers  to  the  process of  collecting,  analysing,  and
                  interpreting large sets of data to enable AI systems to learn, make
                  predictions, and improve their performance. It involves using  various
                  techniques,  such  as statistics,  mathematics, and  computer  science,  to
                  extract meaningful insights from data.

                  In AI, data science is essential because AI systems need data to learn. For example, if you want an AI to
                  recognise images of cats, you need to provide it with a lot of pictures of cats. The AI uses data science
                  techniques to analyse these images, learn the patterns that define a cat, and then use that knowledge
                  to identify cats in new images.

                             Experiential Learning                                                            Survey

                      Rock paper scissors is a simple game based on the data domain of AI and usually played
                      between 2 players in which each player simultaneously forms one of the three shapes with
                      an outstretched hand. These shapes are "rock", "paper" and "scissors".
                      Try the game: https://rockpaperscissors-ai.vercel.app/

                            Premium Edition-V
                    146

| 143 144 145 146 147 148 149 150 151 152 153 |