emerging skills

  #Emerging skills

#aitools

#freelauncing

AI chatbot

AI chatbots have become commonplace in modern society, especially in e-commerce, customer service, and retail. Companies increasingly employ AI to reduce the workload on human representatives, typically rerouting customers to helpful documentation, direct answers to common questions, and support for simpler issues before connecting them with a human representative. Using AI chatbots, organizations can better streamline the customer experience, but these services also require regular maintenance and management by human workers. Organizations are looking for professionals who can test and debug, deploy and integrate, and analyze and monitor chatbot services. They’re also seeking skills around APIs, deep learning, machine learning, natural language processing, dialog management, and text preprocessing.

Model tuning

Model tuning is the process of identifying and establishing the ideal settings and parameters for machine learning and deep learning models. By adjusting and fine-tuning these settings, teams can improve the performance and efficiency of their machine learning models. Model tuning uses trainable parameters, which are learned internally from data, and hyper parameters, which are configured by the user, to ensure the model generates the most accurate outcomes possible. With generative AI, this skill is important for creating quality consumer-facing products and services. Relevant roles include machine learning engineer, data engineer, deep learning engineer, data scientist, AI research scientist, quantitative analyst, AI consultant, and data analyst.

Stable Diffusion

Stable Diffusion is a deep learning model that produces high-quality artwork and images based off complex and detailed user prompts. It’s designed to continuously learn from user inputs and improve its outputs over time. With Stable Diffusion, users can also opt to modify and edit existing images to remove objects, crop and adjust images, and change the colors of objects or subjects. As with Midjourney, artists and designers have expressed concern over the technology, pointing to the same copyright issues, including claims that the software has removed data from copyrighted works without crediting creators. But Stable Diffusion remains an in-demand AI skill that organizations seek to help create custom advertisements and other content such as product images and social media content.