Machine Learning for Text Embeddings to Improve Search Relevance, Content Matching, and Topic Discovery



Strategies for Facebook Affiliate Marketing in 2025

SEO is one of the best affiliate marketing strategies for beginners and experts to get great results. Artificial intelligence (AI) is currently all the rage, disrupting and rewriting the rules of many industries. Applying AI in your affiliate marketing campaigns is helpful, e.g., by using ChatGPT to generate marketing copies that’ll get conversions. AI can help you find the best buzzwords, phrases, and sentences to promote products and earn commissions. Skillshare is an online education platform offering more than 28,000 courses across various niches, from graphic design to productivity. Its generous affiliate program offers a 20% commission, capped at $34 per referral.

26 Best Online Business Ideas for 2025

Success in online education hinges on creating high-quality, engaging content that meets the evolving needs of learners. This involves developing comprehensive courses with clear learning outcomes, interactive elements, and real-world applications. Collaborating with industry experts and educators can enhance the credibility and appeal of the content offered. You can earn a decent salary by offering stock photography to customers online. If you’re a seasoned photographer, consider selling your stock photos on popular platforms to earn some extra cash.

The Best AI Articles of 2024

Built using open source technologies, it enables you to test and serve models and develop and deliver innovative apps. The software stack includes KServe, Red Hat OpenShift Serverless, and Red Hat OpenShift Service Mesh, with more available depending on your LLM and GPU choice. The Red Hat OpenShift team has also created the llm-load-test tool to help you load test models running on your model serving stack. Humans are good at pattern recognition and at recognizing aberrations from an established pattern. That can be a useful skill in information security because computers tend to be fairly predictable systems. However, thorough monitoring of an IT system requires constant vigilance, and humans get fatigued and distracted.

17 Article SEO Best Practices To Follow For Visibility

For example, I can check for Mailchimp’s AI share of voice compared to competitors, but only as a social media tool (which is their lesser-known feature). Interestingly, Mailchimp wins across the board, except for Google’s AI Mode. It’s also worth adding your competitors to see how your visibility stacks up over time. Focus on content that encourages users to save—it’s Pinterest’s top signal for boosting reach and long-term performance. Add schema markup so Pinterest automatically pulls metadata for articles, products, or recipes—enhancing your pins’ appearance and credibility. Place your main keywords in the first 40 characters of your pin titles.

Best CMS for SEO



It simplifies AI content generation, optimization, and auditing, helping SEO teams and content writers write ready-to-rank articles. It supports 8 languages, including English, Dutch, Dansk, and others. To make it easy to include what people are searching for, Frase provides access to people’s voices by linking related content from Reddit, Quora, and Questions related to the search query. Growing your audience, getting likes, shares, comments, and longer watch times, plus how many people see your content—all of these are solid signs of how you’re doing on social platforms. All social media platforms have native built-in analytics, but you can also use tools like Buffer to check all metrics in one place. Reddit has rolled out a free tool called Reddit Pro that might help you with that.

How to make money online in 2025 28 proven ways

If you're wondering how to make money with a podcast, the key is building a dedicated audience around a niche topic. An engaged listener base opens up opportunities for sponsorships, giving brands a direct way to reach your audience. Listener donations can also become a steady income source if your content really connects. Plus, offering premium content or exclusive episodes can encourage listeners to pay for special access, giving you more ways to earn. By starting a youtube channel and creating engaging videos, you have the potential to earn through ad revenue, sponsorships and membership subscriptions. According to Backlinko, creators can earn between $1.61 and $29.30 per 1000 views, showcasing the financial opportunities available on the platform.

Get Paid to Write: 13 Sites That Pay Up to $450 per Article



Of course, there is a significant offline component to Dave’s business – he stores his items in a warehouse and ships to customers himself. Becoming a virtual assistant (VA) is one of the most common ways people start freelancing. For example, the Chase Freedom Unlimited card offers a $200 bonus if you spend $500 in the first three months, plus 1.5% cash back on purchases.

48 Side Hustle Ideas to Get You Started

Plus, you can buy your shipping labels right on the site—which means you can send everything from your own mailbox (aka no last-minute runs to the post office). But if you are, then maybe you should sell your crafty products on Etsy. Jewelry, scarves, paintings, hand-lettered inspirational prints and more—Etsy’s a great place to sell anything you’re good at making. If you’ve got a good understanding of a particular subject and strong communication skills, look into online tutoring with tutor.com or Studypool. If you care about sustainable practices and don’t consider yourselfespecially squeamish, try worm composting on for size!

'Pre-Boarding Scam': Customers Furious at Southwest Airlines After 20 Passengers Ask For Wheelchair Assistance to Board



This might include setting up a workspace, purchasing equipment, or networking for clients. With some spare time, you can make money by serving the needs of your local community. Kerin Rose Gold started designing her own sunglasses before being spotted by top celebs.

What Download catalog is Sales and Operations Planning? Understanding the basics of S&OP I-Plan

You won't make big money on your own shopping, but you can generate passive income for referring your friends to the app. GetUpside, for example, pays you a commission every time one of your referrals earns cashback. If you are renting an unused room in your existing home, the risks are low. Your renters might be loud or messy, or your room may not generate the rents you expected. As with a long-term rental, you risk default if the property doesn't generate enough income to pay the mortgage plus the other expenses. Dividend yields for quality stocks are modest, about 2% of the stock price.

The State Of AI In Marketing: 6 Key Findings From Marketing Leaders

The results were fascinating—they learned that a whopping 73% of the respondents are already using generative AI to help create text, images, videos or other content. That was the weighted average of B2B companies at a 78% usage rate and B2C companies at a 65% usage rate (I would have guessed the reverse of that). With me being in the 17% that were not materially using AI today, I figured I needed to learn more here, and fast, to stay competitive with our industry peers.

Over 80% of marketers say AI frees up their time so they can focus on more strategic or creative aspects of their roles



“We know it would be ideal to train on all the tasks, but we wondered if we could get away with training on a subset of those tasks, apply the result to all the tasks, and still see a performance increase,” Wu says. They leverage a common trick from the reinforcement learning field called zero-shot transfer learning, in which an already trained model is applied to a new task without being further trained. With transfer learning, the model often performs remarkably well on the new neighbor task.

Machine Learning

Artificial intelligence (AI), particularly, machine learning (ML) have grown rapidly in recent years in the context of data analysis and computing that typically allows the applications to function in an intelligent manner [95]. ML usually provides systems with the ability to learn and enhance from experience automatically without being specifically programmed and is generally referred to as the most popular latest technologies in the fourth industrial revolution (4IR or Industry 4.0) [103, 105]. “Industry 4.0” [114] is typically the ongoing automation of conventional manufacturing and industrial practices, including exploratory data processing, using new smart technologies such as machine learning automation. Thus, to intelligently analyze these data and to develop the corresponding real-world applications, machine learning algorithms is the key. The learning algorithms can be categorized into four major types, such as supervised, unsupervised, semi-supervised, and reinforcement learning in the area [75], discussed briefly in Sect.

Essential Reading for Entrepreneurs: 34 Must-Read Business Articles All-in-One Workspace Builder

Known for its comprehensive reporting, WSJ provides up-to-date news on everything from corporate earnings to political events that affect global markets. With its global reach and credibility, it remains a leading source for financial news. Forbes is a globally recognized publication that covers a wide array of business topics, including entrepreneurship, leadership, technology, and finance. Its iconic annual lists, such as the “Forbes 400, ” the "30 Under 30," and “World’s Billionaires,” offer a glimpse into the most influential individuals in business.

Research Roundup: CEO Start Dates, Online Reviews, AI’s Impact on Morale, and More



Franchise Update examines franchise recruitment and brand positioning. It covers sales tactics, marketing campaigns, and best practices to scale franchise systems. Its data helps franchisors and multi-unit owners plan profitable expansions.

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