Google BigQuery is a powerful tool for analyzing large amounts of data, but as your data grows, it becomes increasingly important to optimize its performance. Here are a few tricks to help reduce BigQuery costs and ensure efficient and cost-effective data analysis. Avoid SELECT in queries In the past, using SELECT * and selecting specific fields didn't matter much because the entire dataset was read (and you paid for it in full), and then the data was filtered and displayed to you. In BigQuery, the choice of columns directly affects your costs. By selecting only the fields you need, you can significantly reduce query costs and improve query performance. Instead: SELECT * FROM `project.dataset.events` Use: SELECT event_date, event_name, user_pseudo_id FROM `project.dataset.events` By selecting specific fields, you reduce the amount of data processed and increase the speed of query execution. Use...

The holiday rush is over, but that doesn't mean your advertising needs to take a break, too. During the Christmas season, many advertisers pause their campaigns. However, this “quiet” time is a unique opportunity to get ahead of the competition. Why? Fewer advertisers competing for attention reduces the cost of advertising, and the number of potential leads increases as people spend more time on their smartphones during the holidays. Let's look at why you should continue running ads during the New Year holidays and how it can benefit your business. Why does advertising after Christmas work? Reduced advertising costs After the pre-Christmas rush is over, the competition in advertising auctions drops significantly. Fewer competitors = lower CPM (cost per thousand impressions) and CPC (cost per click). Your budget works more efficiently, allowing you to reach more people for less money....

Want to boost your affiliate marketing skills in 2025? Then affiliate marketing conferences are exactly what you need! These events are a real energy center: marketers, brands, and industry leaders gather here to exchange ideas, make deals, and look for new prospects. Do you want to expand your network? Or find out what strategies are really working now? Or maybe you just want to look into the future of the industry? All this and more is waiting for you right here. Forget about boring presentations and endless sales pitches - these conferences are designed to give you access to real opportunities. So, which events deserve your attention? Here's a selection of the best affiliate marketing conferences in 2025 to help you boost your skills. iGB Affiliate Barcelona (January 20-23, 2025) Location: Fira Gran Via, Barcelona, Spain Dates: January 20-23, 2025...

The Internet has become an integral part of our lives, where every minute is filled with millions of actions and interactions. From watching videos to online shopping to messaging, every click we make leaves a mark on the global digital ecosystem. Let's dive deeper into these impressive numbers that show how dynamic the modern internet is. Entertainment: the world of video and streaming We live in the era of visual content. Every minute brings new videos, streams, and views. TikTok is striking in its activity: users upload 16 thousand videos every minute. This platform has become not only an entertainment platform, but also an important tool for self-expression, advertising, and trends. Netflix broadcasts over 362 thousand hours of content every minute. This means that thousands of people are watching movies, TV series, and shows from all over the world at...

Push House is one of the most popular advertising platforms for push notification promotion. This advertising format has been gaining popularity for several years due to its high efficiency, low competition, and the possibility of precise targeting. In this article, we will look at the main features of Push House, its advantages, tools, and give tips on how to work with this network. The main features of Push House Global coverage Push House offers access to millions of users around the world. You can launch campaigns for specific countries or regions. Transparent analytics The platform provides detailed reports on the effectiveness of advertising. You can track impressions, clicks, CTR, and other key metrics in real time. Precise targeting Audience segmentation is available by geography, language, devices, operating systems, browsers, and many other parameters. A variety of formats In addition to...

Native advertising continues to gain popularity and plays an important role in traffic arbitrage. Unlike traditional banners or pop-ups, native ads fit seamlessly into the context of the user experience, making them less intrusive and more effective. However, as technology evolves, audience needs change, and advertising standards are updated, arbitrageurs are faced with the need to constantly adapt to new formats and requirements. In this article, we'll look at how arbitrageurs can work effectively with native advertising in 2025, what to consider when creating campaigns, and what new trends to keep an eye on. 🎁 Bonus: Get 10 free virtual cards from FlexCard (a service with virtual cards for traffic arbitrage and personal shopping) with promo code PANDA. 🧨 Sign up at link, mention the promo code support and get the cards for free What is native advertising? Native advertising...

Ever wondered if you can beat a casino with a neural network and walk away with a lot of money? Sounds like a movie script, right? But this idea is not so fantastic! Let's be clear: everything you read here is pure theory. In real life, such attempts can be not only illegal but also dangerous. Casinos are a serious business, and people who run them are unlikely to appreciate such technological tricks. Now let's see how neural networks can analyze games, find weaknesses, and even predict outcomes. And don't forget: knowledge is power, but you need to use it wisely! Neural Network at the Poker Table Let's imagine poker as a game where a neural network can help increase the chances of winning. Poker is not just a game with cards, but a fascinating mix of psychology, math, and...

Myroslav Lyaskovets is an experienced arbitrator and lecturer who told us about his path in the traffic world, the differences between working for hire and for yourself, as well as his attitude to competition and teaching others. Let's move on to the guest's answers. Why did you decide to work for yourself instead of hiring? My career in traffic started in 2017 when I worked as a targetologist for a company. I worked for a year and a half, but realized that our goals did not coincide, so I decided to go into business on my own. I don't like to agree with anyone, so I don't even start partnerships. It's more pleasant for me to control the process and be responsible for the results myself, without the need to coordinate every step. Among all the arbitration companies you have...

On November 30, 2022, ChatGPT was released. What initially seemed like just another development in the world of chatbots quickly proved to be a revolutionary product. People started using it for everything from everyday conversations to solving complex problems and writing scientific texts. In two years, ChatGPT has grown from a curiosity for enthusiasts to an indispensable tool on the Internet. In this article, we would like to recall the path of this chatbot - its technical basis, lightning success, and key improvements in a short period of time. What is hidden under the hood ChatGPT is based on a series of GPT language models developed by OpenAI. It all started with GPT-3, which was a breakthrough for its time, but had limited capabilities: simple dialogs, answering basic questions, and solving simple tasks. The real breakthrough came in March 2023...