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Use Cases

Here you’ll find everything about AI use cases, including Python tutorials on implementing specific use cases.

A machine learning use case is a specific application or instance of using algorithms and techniques to solve a problem or accomplish a task. It typically involves a combination of data preparation, model selection, training, and deployment. AI and machine learning are closely related. In fact, machine learning is a subset of AI, which refers to the use of algorithms and statistical models to enable a system to improve and learn from data over time. In other words, machine learning algorithms allow AI systems to automatically learn and improve from experience, without being explicitly programmed. AI can be applied in a wide range of industries and applications. Some common examples of AI in action include virtual assistants like Siri and Alexa, which use natural language processing to understand and respond to user requests. Another example is self-driving cars. They use a combination of computer vision and machine learning algorithms to navigate roads and traffic. Additionally, AI is often used in healthcare, finance, and other industries. In all these industries, AI improves decision-making, automate processes, and enhance the customer experience. 

ChatGPT Style Guide: Understanding Voice and Tone Prompt Options for Engaging Conversations

March 24, 2023March 19, 2023
chatgpt style guide relataly openai-min

In a previous article, we looked at the value proposition of generative AI and ChatGPT (What is the Business Value … Read more

What is the Business Value of OpenAI’s GPT Models (ChatGPT)?

March 24, 2023February 25, 2023
Value Proposition of OpenAI ChatGPT

OpenAI’s GPT models, which include Davinci and ChatGPT, have gained attention for their remarkable language generation capabilities. However, many of … Read more

9 Powerful Applications of OpenAI’s ChatGPT and Davinci for Your Business

March 9, 2023February 25, 2023
Business Applications for OpenAI ChatGPT

You haven’t had enough of the recent hype about OpenAI? Fantastic! In this article, we will explore the business use … Read more

Automated Prompt Generation for OpenAI DALL-E using GPT-3 (ChatGPT) in Python: A Step-By-Step API Tutorial

February 26, 2023January 22, 2023
OpenAI Dall-E ChatGPT Prompt Design

In this article, we will explore how to automate the creation of AI-generated art by integrating DALL-E with ChatGPT using … Read more

Predictive Maintenance: Predicting Machine Failure using Sensor Data with XGBoost and Python

March 9, 2023January 8, 2023
predictive maintenance python machine learning tutorial iot manufacturing

Predictive maintenance is a game-changer for the modern industry. Still, it is based on a simple idea: By using machine … Read more

Efficiently Segment Customers using Hierarchical Clustering in Python

March 10, 2023December 22, 2022
isometric_view_cartoon_large_group_people_using_phone

Have you ever found yourself wondering how you can better understand your customer base and target your marketing efforts more … Read more

Univariate Stock Market Forecasting using Facebook Prophet in Python

February 26, 2023December 15, 2022
univariate-stock-market-prediction-python-neural-networks-machine-learning

Have you ever wondered how Facebook predicts the future? Meet Facebook Prophet, the open-source time series forecasting tool developed by … Read more

Unlocking the Potential of Machine Learning in the Insurance Industry: Five Use Cases with High Business Value

March 8, 2023December 10, 2022
Insurance-use-cases-business-machine-learning-AI

The insurance industry is no stranger to the transformative power of technology. From early online policy applications to modern claims … Read more

On-Chain Analytics: Metrics for Analyzing Blockchains in Python

February 26, 2023November 12, 2022
onchain-analysis - tutorial blockchain data in python CryptoCompare api

Cryptocurrencies like Bitcoin or Ethereum are built on public blockchains, meaning anyone can see the transactions and trades happening on … Read more

Feature Engineering and Selection for Regression Models with Python and Scikit-learn

March 6, 2023September 26, 2022
car price prediction machine learning tutorial python-min

Training a machine learning model is like baking a cake: the quality of the end result depends on the ingredients … Read more

Uncover Hidden Patterns in Financial Markets using Affinity Propagation Clustering in Python

March 2, 2023May 2, 2022
clustering stock markets machine learning cryptocurrencies blockchain bitcoin ethereum-min

This article introduces affinity propagation – an unsupervised clustering technique that stands out from other clustering approaches by its capacity … Read more

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