Machine Learning for Customer Lifetime Modeling: Predicting High-Value Cohorts and Focusing Retention Efforts



10 Online Business Models to Consider

A social media manager is responsible for creating, curating and managing content across various social media platforms to enhance a brand's online presence and engage with its audience. They also analyze performance metrics and develop strategies based on those metrics to increase engagement for the brand. Skilled in digital marketing, including SEO, email campaigns, and social media to promote their store. Ability to conduct product research and inventory management to identify profitable items and maintain accurate stock levels. This includes leveraging digital platforms, AI-driven insights, and automated tools to streamline processes and offer real-time support.

MIT SMR Top AI Articles

Here, creative folk can find our edit of the best AI image generators of 2025, from Midjourney to ImageGen, as well as tips for using AI design apps like Adobe Firefly to integrate imagery into your own designs. That was the beginning of my deep exploration into chatbots and AI-assisted programming. Since then, I've subjected 14 large language models (LLMs) to four real-world tests. The Basic plan won’t get you very far—the 10 daily uses is really only good to get a sense of whether the app is good for you.

22 Best SEO Tools in 2025: Free & Paid Options

When someone searches for a high-level term (like “search engine optimization”), they’re usually looking for a definition. For example, a while back I noticed that lots of people were building links from guest posting. And if you dig deep, you’ll find LOTS of keywords that you didn’t even know you were ranking for. In fact, BuzzSumo found that publishing an industry study can bring you a ton of traffic, social media shares, and mentions in the press.

How to To Make Money Online: 35 Reliable Ways 2024

Making money online is possible through many options like freelancing, selling products, creating content and offering services. Pick a niche you know, build a website to sell or promote your work and grow your audience with social media and AI tools. Start small, stay consistent, avoid scams and diversify your income streams for steady results. The best platform for earning money depends on your skills and the market demand. Freelancing, online tutoring, blogging, affiliate marketing, and selling products or services online are some of the more profitable options. You can make money with AI by creating AI-powered tools and apps that automate tasks and boost productivity, selling them through subscriptions or one-time purchases.

30 Side Hustle Ideas To Make Extra Money Today

Whether you make jewelry, pottery, cards, or anything else, you could set yourself up with an online shop. You could also rent space at a craft show or farmer’s market to showcase your handmade goods. Bookkeeping involves balancing checkbooks and reconciling budgets for businesses. It doesn’t require formal education, though you’ll want to be comfortable with basic math and know how to use bookkeeping software. If you have the right skill set, you can launch many of the listed side hustles right from home—no formal office space is needed.

Does it fit your schedule?



With dedication and hard work, you can turn your side hustle into a successful business and make extra money. Perhaps you’re interested in a niche, such as gardening products. It could also be a business model that excites you, such as social media content creation.

40 Passive Income Ideas That Actually Work

I wasn't making huge sales, so I wanted to reduce the cost for the customer in order to try and increase sales. I also wanted to give the customer the freedom to finish the creative process by choosing what product to finish it with. Some people leave them as digital artwork and display them on a smart TV or iPad on the kitchen bench; others print and frame, put them on a canvas, t-shirt, or anything you can think of. Due to being restricted on how much I was able to spend, I used a freelancing platform to hire a developer to build our first website, which was the minimal viable product. After launching the first version of the website in August 2022, we amassed over 55,000 pet owners and have brought in over $30,000 per month.

Rent out parking spaces or storage areas



Each method needs different levels of original investment and ongoing effort. Different options require varying levels of time and money, but they can provide a way to earn income without continually making an active effort. Having these options built into your income stream can help you boost overall earnings over time without requiring more of your energy and effort. Adding dividend-paying stocks and funds to your investment portfolio is another reliable way to create passive income. These stocks provide regular payouts to shareholders from the company’s profits. By holding shares in well-established companies known for paying dividends, investors can receive Visit website a consistent income stream.

22 Powerful AI Marketing Examples Driving Real Results in 2025

Press releases, guest articles, and thought leadership campaigns are no longer just reputation plays. Generative AI is set to transform content creation in marketing by 2025—delivering assets faster, cheaper, and with greater brand alignment. Tools like GPT-4 and Synthesia can already write in your brand voice, adapt content to different channels, and scale production effortlessly. The automation of routine work is undeniable, but rather than displacing talent, it’s reframing roles. Creative and strategic positions are evolving into AI-enhanced hybrid functions, where marketers co-create with algorithms, test faster, and iterate more deeply. In fact, around 40% of marketers cite data privacy concerns as the top barrier to adopting AI tools.

AI in marketing: Benefits, use cases, and implementation strategies



AI platforms such as Copy.ai can provide the initial push needed to get ideas flowing. Whether you’re drafting a report, creating a presentation, or brainstorming ideas for a new campaign, AI tools can assist by generating initial drafts or offering creative suggestions based on your prompts. This is particularly beneficial when you’re up against tight deadlines or when inspiration is running low. For example, Finastra, a software solutions company, is reducing creative production time from seven months to seven weeks using AI tools. Saving time on initial idea generation allows marketers to shift their focus to the tasks that genuinely require their attention and creativity. Considering its exponential growth, Gen AI is likely to continue to advance in the coming years.

The Ultimate Guide to Affiliate Marketing in 2024

The biggest difference is that the user is usually much further down the marketing funnel, which means they’re done researching different products and are closer to making a specific purchase. On top of being cost-effective, affiliate marketing is also low risk. Since there is no large upfront investment, if it doesn’t work out, you’ve only spent some time and a small amount of money. Affiliate marketing is a popular marketing strategy for individuals because of the fact that payment is performance-based. With shoppable content, viewers can tap on products featured in the video and purchase them without even leaving the app, which streamlines the path to purchase.

Affiliate Marketing Earning Potential



The affiliate usually comes up with a marketing strategy and content to leverage the product/service. This could be in the form of videos, blogs, paid ads, and email campaigns. Build a loyal audience, promote high-ticket products, and diversify your content formats to increase your chances of making significant income through affiliate marketing. Affiliate marketing is a legitimate way to make money online, but the low barrier to entry means some scammers join them with the hopes of making quick cash. Stand out from this affiliate abuse by building a strong relationship with your audience and only promoting products they’ll be interested in. However, a poor website experience could drive them away and cause you to lose out on commission.

A machine learning model for textured X-ray scattering and diffraction image denoising npj Computational Materials

Considering the trade-offs between performance and computational cost, we further modified the design of SEDCNN2 and SEDCNN4 by hyperparameters tuning. To answer our research questions effectively, we utilize co-word analysis to examine the interplay between ML and the fields of Business and Management. This analysis relies on academic and scientific papers found in citation databases, assuming that the keywords selected by the authors accurately represent the essence of their research (Callon et al. 1991). 1 we provide a detailed overview of our methodological approach for conducting co-word analysis.

15 Business Websites You Should Be Reading With Help From AI

It is an essential tool for those looking to refine their leadership skills and drive organizational success. Using the research assistance of artificial intelligence, we have compiled a list of 15 top business websites that are essential reading for anyone looking to stay informed and ahead of the competition. Whether you are an aspiring entrepreneur, a seasoned executive, or simply someone who is curious about the world of business, these websites offer the tools and information needed to succeed. Below are the 15 business websites, in alphabetical order, that you should be reading, with a focus on variety, credibility, and impact in the business world. TechCrunch reports on the business of technology, startups, and venture capital, with a particular focus on Silicon Valley technology companies.

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