Interpretable Machine Learning: Best Articles on Explainability, SHAP, LIME, and Building Trustworthy Models



16 Best Affiliate Marketing Programs for Beginners in 2025

These motivating affiliate marketing blogs can reveal the secrets of making money as a marketer. While some concentrate on web development and SEO, others will teach you how to run a successful business; others will cover both. Create And Go is a blog I will recommend for both beginners and advanced affiliate marketers.

expressions "it's best" how should it be used? English Language Learners Stack Exchange

So, the model has a huge potential of generating decent income if you can sell a lot of books on different platforms. For people having a good voice with the ability to speak in different tones, starting a voiceover business is a huge idea. Many industries such as advertising, audiobooks, gaming, etc., require this skill. Not many people are gifted with a good voice so there’s always high demand in the field.

Successful Online Business Ideas for 2025



Check out some of the most common questions about how to start a business online. One reason online businesses are so appealing is that they tend to have a lower startup cost than buying a retail space or other brick-and-mortar location. Here are some small business ideas that don’t require a large initial financial investment. You can also easily run this online business from home and can start off making items to order, cutting down on the costs of buying and storing a big inventory.

Artificial Intelligence News ScienceDaily

Generative AI (gen AI) is a probability engine that can produce highly likely sentences, but ensuring that those sentences are relevant and factual is still something of an art. Through a process called prompt engineering, you can design AI prompts to maximize the likelihood of a contextually appropriate response from AI. Crafting well-designed prompts helps guide an AI model to produce meaningful output and poorly formulated prompts can lead to incorrect data. There are a variety of factors and techniques you can consider when writing a good AI prompt and Michael Santos explores them in this article. The AI Index report tracks, collates, distills, and visualizes data related to artificial intelligence (AI).

Concern over ‘AI psychosis’ grows after some people dissociate from reality due to heavy AI use



Extrapolated to our study, α2 stimulation by mirtazapine might not sufficiently address energy expenditure (compared with isoproterenol) but may modulate adrenergic signaling in target cells shifting towards carbohydrate oxidation. Thus, we hypothesize that a shift in energy metabolism induced by mirtazapine is the cause rather than the consequence of elevated appetite for sweet, and — extrapolated to unrestricted condition — of increased caloric intake. While weight gain and metabolic derangement are a well-described side effect of mirtazapine treatment in individuals with psychiatric disorders, (Himmerich et al. 2015) the effect of mirtazapine on lipid metabolism in healthy participants is less investigated.

SEO Best Practices for 2025

Core Web Vitals measure loading performance (LCP), interactivity (FID), and visual stability (CLS), the three key aspects of page experience. Each schema type requires following technical SEO best practices and using JSON-LD format, which Google prefers over microdata or RDFa implementations. Mapping pages to search intent using keyword clusters is the process of organizing your content around semantically related queries that match user intent. SEO best practices are the established set of optimization strategies and standards that improve a website’s visibility in organic search results and comply with search engine guidelines. SEO best practices correlate with search systems like Google’s Helpful Content Update, Page Experience signals, and semantic understanding models like BERT. If the content isn't optimized for SEO, it might not be noticed by search engines and ranked for keywords you want it to be.

A note on link cleanup



It is the process of optimizing a website to improve its visibility, authority, and user experience. The primary goal of SEO is to rank higher in Search Engine Result Pages (SERPs), such as Google, thereby increasing organic, unpaid traffic to the website. In essence, leveraging the Microsoft Azure architecture and its components for search engine optimisation presents a promising frontier. With a focus on amplifying the relevance of results, expediting searches, and crafting an unparalleled user experience, this domain beckons continuous innovation. The dynamic nature of this field ensures a perpetual evolution, providing ample scope for incessant enhancement in search engine optimisation. This comparison demonstrates the effectiveness of the optimisation techniques used, exploiting the functionalities of the Microsoft Azure architecture and Azure components.

How to make money fast: 30 online jobs that pay instantly

Instead of stocking products, you partner with suppliers who handle shipping and fulfillment. When a customer buys from your dropshipping website, the order goes to the supplier, who ships the product directly to the customer. This removes the need for you to manage storage, packing and shipping, making it ideal for entrepreneurs with minimal investment. Wix offers tools and integrations to streamline your dropshipping business, allowing you to set up an online store, manage products and automate orders easily. If you have a knack for photography or videography, selling stock images and clips on platforms like Shutterstock or Adobe Stock can be a consistent income source.

How to Choose a Side Hustle that Fits Your Life

Mobile car washing and detailing has become a relatively lucrative business in more upscale neighborhoods. The best work-from-home jobs offer flexible hours, freedom to travel, nonexistent commutes, and a shorter trip to the refrigerator. Here are 15 examples of work-from-home jobs you can apply for today. You can coach sports for rec leagues (some are just volunteer gigs, but others pay!). There’s also the kind of coaching that doesn’t require a whistle—like life coaching, career coaching, Enneagram coaching (it’s a real thing), and even financial coaching. If you’re more into correcting the words than writing them, take on freelance editing or proofreading.

Create no-code or vibe coded apps



Many locations already have vending machines, but they’re either broken, cash-only (in a world where 80% of sales are card-based), or poorly stocked. She also dove into data annotation work through platforms like Remotasks and DataAnnotation, where she helped train large language models. You have to invest time, research, experiment and stick with it to be successful. When you plan ahead, create healthy routines, and set firm boundaries, you set yourself up to thrive with your side hustle around your 9-5. Set goals for your side hustle that reflect the reality of working another full job. When you start to see success, it’s tempting to accept every project or client.

Bing Homepage Quiz: Test Your Knowledge Now!

That said, you have reached the right site if you want to learn how to play Bing Homepage Quiz and what tricks you need to know to pass it successfully. Herein, we will explain how to participate in the daily Bing quiz tests. If you get a question wrong, take a moment to read the explanation and understand why the correct answer is what it is. The information you learn from a mistake is often more memorable than the information you got right on the first try. The Bing Homepage Quiz isn’t In the spotlight just about finding the right answer; it’s about what happens next. The brief explanations provided after each question often include a link to a related search.

Rent Out Your Space



When I got back from Hawaii, I listed the house on Craigslist for $7,350/month (a bump from my initial $6,800 estimate). Listing was free, and I hadn’t tested demand in a year, so why not? My house looked nicer than the comps at $7,100/month since it was gut remodeled for us to use.

HubSpot Launches Loop Marketing Playbook for AI Growth in 2025 Marketing and Digital Transformation Agency

Images for download on the MIT News office website are made available to non-commercial entities, press and the general public under a Creative Commons Attribution Non-Commercial No Derivatives license. A credit line must be used when reproducing images; if one is not provided below, credit the images to "MIT." For the fragment-based approach, the researchers sought to identify molecules that could kill N. To build on that progress, Collins and his colleagues decided to expand their search into molecules that can’t be found in any chemical libraries. By using AI to generate hypothetically possible molecules that don’t exist or haven’t been discovered, they realized that it should be possible to explore a much greater diversity of potential drug compounds. The paper’s lead authors are MIT postdoc Aarti Krishnan, former postdoc Melis Anahtar ’08, and Jacqueline Valeri PhD ’23.

Machine learning Scientific Reports

Because training sets are finite and the future is uncertain, learning theory usually does not yield guarantees of the performance of algorithms. Machine learning is used in multiple fields, well beyond its traditional applications in expert systems and data mining. For example, many image classification systems use machine learning, in which specialized neural networks, such as convolutional neural networks (CNNs), are trained to recognize and categorize images.

Please Don’t Take Moral Advice from ChatGPT



Our new alloys in the oval area (for the tensile curves of HEA05 processed under different conditions, see Extended Data Fig. 7 and Extended Data Table 1) clearly stood out, outperforming all previous alloys. Another industry standard approach is time-split cross-validation30, where a model is trained on historical data available at a certain date and tested on data that is generated later, simulating the process of prospective validation. For the regional wind power forecasting experiment, we use all 5,344 wind farm locations and their nominal capacities from the Global Power Plant Database (GPPD)44, which captures about 40% of all global wind farm capacity as of 2020 (ref. 44). We first bilinearly interpolate 10 m wind speed forecasts and analysis states at each wind farm location.

Best Business Articles, Videos, and Newsletters in 2025

It is a valuable resource for entrepreneurs and investors looking to stay ahead in the tech space. Crain’s Chicago Business stands out among business magazines for its in-depth coverage of corporate headquarters, startups, and economic developments in the Chicago region. It profiles influential leaders driving change in finance, healthcare, manufacturing, and beyond, offering local professionals reliable insights into emerging opportunities. MIT Sloan Management Review ranks high among the Top 50 business magazines in America, bridging academia and corporate practice. It addresses data analytics, strategic leadership, and digital transformation, using peer-reviewed research to guide executives and entrepreneurs.

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