Today’s intercept workplaces have been transformed by the constant innovation and advancement of artificial intelligence infrastructure. AI has revolutionized our lives by providing us with cutting-edge automated solutions. Experts have shown that AI requires us to be able to manage and responsibly use this advanced technology.
AI is a framework that allows an organization to address multiple issues related to Artificial Intelligence. It ensures that AI models are human-centered and incorporate machine learning algorithms. AI is a new area of Artificial Intelligence governance that covers ethics, legal concerns, and design of AI to empower employees, businesses, and have a fair effect on customers and society.
Top 10 Artificial Intelligence Tools for Business
To gain competitive advantage in the global market, every organization must adopt AI. This will allow them to speed up innovation using AI models efficiently and effectively. Let’s take a look at the top 10 AI Tools for businesses should use by 2022.
1. Fawkes
Fawkes is an algorithm and software program that allows people to create face recognition models using publicly available photos. To prevent harmful models from detecting personal photographs, you need to distort or cloak the images.
2. Gluru
Gluru, one of the most popular AI tools, helps users keep track of their schedule, track events and meetings, and gives updates on deadlines and to-do lists. It will organize all your e-mails and notes.
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3. AdverTorch
AdverTorch is a Python toolkit that allows for adversarial robustness analysis. AdverTorch includes modules and scripts that can be used to create adversarial perturbations, and modules that can be used to combat hostile instances. PyTorch was used to implement the main functions.
4. TensorFlow Privacy
TensorFlow optimizers can be used in a Python module called TensorFlow Private to train machine-learning models with differential privacy.
TensorFlow is a patented technology that allows you to create and manage TensorFlow.
TFF has focused its efforts on the Federated Learning (FL), a method of machine learning that uses a shared global model and multiple clients to maintain their training data locally. This is to support open research as well as experimentation.
5. Conversica
Conversica was created to connect and reach gross sales leads. Conversica allows salespeople to concentrate on closing deals and selling, and not on chasing down prospects and sales leads. The AI tool allows you to connect with leads multiple times, for as long or short as you need, via automated, two-way emails.
6. Quill
Quill is a tool that allows individuals to integrate artificial intelligence into small businesses. This tool takes a specific set of data and converts it into a written document. It helps automate processes like generating earnings reports.
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7. AI Fairness 360
The extensible open-source AI Fairness 360 toolbox was created by IBM to identify and reduce biases in machine learning models throughout the AI application lifecycle.
8. Fairlead
Fairlearn, a Python library that allows creators of Artificial Intelligence (AI) systems to assess their designs’ fairness and address any concerns. Fairlead also includes metrics to help you evaluate your model and mitigation methods.
9. TextAttack
TextAttack, a Python framework, is used for NLP data augmentation and adversarial attacks. It also allows for training. TextAttack makes it easy to test the robustness and usability of NLP models. It is fast, simple, and seamless. It also aids with adversarial training and data augmentation.
