Atrificial Intelligence

AI is defined as ability of a machine to perform cognitive functions we associate with human minds, such as perceiving, reasoning, learning, interacting with the environment, problem solving, and even exercising creativity. Examples of technologies that enable AI to solve business problems are robotics and autonomous vehicles, computer vision, language, virtual agents, and machine learning.

Source Kdnuggets

Machine-Learning

Most recent advances in AI have been achieved by applying machine learning to very large data sets. Machine-learning algorithms detect patterns and learn how to make predictions and recommendations by processing data and experiences, rather than by receiving explicit programming instruction. The algorithms also adapt in response to new data and experiences to improve efficacy over time.

This repository is a knowledge and learning hub that contains all resources relating to machine learning

Types of Machine Learnin

Ml-Approach	Description	Notebooks
Supervised Learning Machine Learning	information on Supervised learning approaches
Un-Supervised Learning	Show file differences that haven't been staged
Semi-Supervised Learning	Show file differences that haven't been staged

Machine Learning Tools

General Purpose Machine Learning

• scikit-learn- Machine learning in Python
• cuML-RAPIDS Machine Learning Library.
• Dask-Flexible library for parallel computing in Python.

Deep Learning Frameworks

• TensorflowTensorFlow is an end-to-end open source platform for machine learning

• PyTorch-Open source ML and DL framework

• Chainer - A Powerful, Flexible, and Intuitive Framework for Neural Networks. Supports CUDA computation & requires a few lines of code of GPU

• Regenerative Models

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Data-Driven Use Cases

• DataStories - A.I. tool that within 30 minutes explains how you can understand, predict, and drive your business KPIs
• DataProphet -AI firm that enables manufacturers
• Delta Analytics - providing free data consulting and data services & build technical capacity in communities around the world
• datascope systems -supplying a range of innovative products for the construction industry
• Datascope analytics -Combines data, design, and machine learning to build intelligent products and services that improve people's lives
• Ravel law - legal analytics and research company founded in 2012
• [https://datasaur.ai/](intuitive interface for all your Natural Language Processing related tasks)
• Top VC Virms
• The Rise of AI-powered company in post crisis world-Article
• ML in Cyber-Security
• AI In Security

ML IN Production

• https://elvissaravia.substack.com/p/my-recommendations-to-learn-machine