machine learning

Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of statistical algorithms that can learn from data and generalize to unseen data and thus perform tasks without explicit instructions. Recently, artificial neural networks have been able to surpass many previous approaches in performance.
ML finds application in many fields, including natural language processing, computer vision, speech recognition, email filtering, agriculture, and medicine. When applied to business problems, it is known under the name predictive analytics. Although not all machine learning is statistically based, computational statistics is an important source of the field's methods.
The mathematical foundations of ML are provided by mathematical optimization (mathematical programming) methods. Data mining is a related (parallel) field of study, focusing on exploratory data analysis (EDA) through unsupervised learning.
From a theoretical viewpoint, probably approximately correct (PAC) learning provides a framework for describing machine learning.

View More On Wikipedia.org
  1. S

    Ninatafuta Fursa ya Kujitolea kama Mwanafunzi wa Mwaka wa Mwisho katika Sayansi ya Kompyuta [Uchakataji wa Data, Machine Learning na Akili Mnemba]

    Kwa majina naitwa Alfred Baraka Rugoye, mwanafunzi wa mwaka wa mwisho katika shahada ya Sayansi ya Kompyuta. Nimejikita zaidi katika uchakataji na uchanganuzi wa data, ujifunzaji wa mashine (Machine Learning), na akili mnemba (Artificial Intelligence). Ninatafuta fursa ya kufanya mazoezi ya kile...
  2. mshamba_hachekwi

    Machine learning model....

    Habari. Natafuta mwenye uzoefu wa machine learning aweze kunijulisha mambo flani flani... Naona kama nimekwama. Mwenye ujuzi ajitokeze tafadhali, tusaidiane. Natanguliza shukrani.
Back
Top Bottom