The role of AI in e-commerce is to use artificial intelligence technologies to automate and improve various aspects of online retail. AI can be used in e-commerce to provide personalized recommendations to customers based on their browsing and purchase history, to automatically classify and organize products, and to identify potential fraud and security threats. AI can also be used to automate customer service tasks, such as answering common questions and providing support. For example, AI-powered chatbots can interact with customers in real-time, providing fast and efficient service. In addition, AI can be used to optimize the design and functionality of e-commerce websites, making them more user-friendly and efficient. Overall, the use of AI in e-commerce has the potential to improve the customer experience, increase sales, and reduce operational costs.
Content-based recommender systems are a popular type of machine learning algorithm that recommends relevant articles based on what a user has previously consumed or liked. This approach aims to identify items with certain keywords, understand what the customer likes, and then identify other items that are similar to items the … Read more
The digital age presents us with an unmanageable number of decisions and even more options. Which series to watch today? What song to listen to next? Nowadays, the internet and its vast content offer too many choices. But there is hope – recommender systems are here to solve this problem … Read more
This tutorial develops a Twitter bot in Python that will generate automated trading signals. The bot will pull real-time price data on various cryptocurrencies (Bitcoin, Ethereum, Doge, etc.) from the crypto exchange Gate.io and analyze it using predefined rules. Whenever the bot detects a relevant price change, it automatically posts … Read more
In a previous article, we have shown how to retrieve social media data via the Twitter API in Python. However, we can do many more cool things with the Twitter API. Another cool thing is interacting with the Twitter user account and posting automated tweets. This article shows how this … Read more
Time series analysis and forecasting is a tough nut to crack, but the ARIMA model has been cracking it for decades. ARIMA, short for “Auto-Regressive Integrated Moving Average,” is a powerful statistical modeling technique for time series analysis. It’s particularly effective when the time series you’re analyzing follows a clear … Read more