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Frederick Vallaeys spent 10 years working at Google and was instrumental in helping build features like conversion tracking and analytics. For the last 10 years, he’s been running his current company Optmyzr, which is a PPC management software that helps advertisers optimize their campaigns. In his session at this year’s SMX Advanced, Vallaeys goes into detail on how to make the most out of your RSAs and automated bidding strategies.  The numbers. About 92% of advertisers have…

How to expand images generated with DALL-E Mini by using VQGAN and CLIP to inpaint the sidesImages from DALL-E Mini (left), Expanded to 16:9 with Repeated Edge Pixels (center), and E-DALL-E (right), Images by AuthorYou may have seen some images generated from text using DALL-E 2 from OpenAI. Although the system is impressive and the results are incredible, it’s currently only available in a closed beta with a waitlist. However, you can access and run an independent text-to-image system called DALL-E Mini , led by…

Introducing and implementing the ARIMA model in the AirPassengers datasetPhoto by Lukas on PexelsTime-series forecasting consists of making predictions in order to drive future strategic decision-making in a wide range of applications. Based on some of the terms introduced in this previous article such as trend and seasonality, this article focuses on the implementation of autoregressive-, integrated-, moving average-based models for time-series forecasting. Specifically, the structure unfolds as follows:Introduction to…

Quantum computing is taking over the global tech market at a rapid pace in recent years. It is also playing a key role in one of the advanced modern technologies such as artificial intelligence. On one hand, quantum computers are helping to unlock unsolvable and complex mysteries faster than conventional computers. On another hand, artificial intelligence is helping to boost productivity and drive customer engagement with automation in all kinds of industries. This video explains how quantum computing is creating an…

Calling social media a "very powerful medium," Union IT minister Ashwini Vaishnaw on Tuesday said that how to make it accountable is a "very valid question" and that an ecosystem is being created across the globe and in India for the same.Self-regulation is a first step in the direction of making social media accountable, followed by industry regulation, and then government regulations, said the Union Minister of Railways, Communication and Electronics & Information Technology."Social media is a very powerful medium.…

The Latest Way to Make Streamlit Apps Multi-pagePhoto by Nick Morrison on UnsplashStreamlit is an open source python based framework for developing and deploying interactive data science dashboards and machine learning models.In my previous Streamlit article, I discussed how to get started building a simple Earthquake data explorer. This was a simple single page web app, that allowed you to view data and generate some plots.Building Streamlit apps that are a single page is relatively straightforward, however, to build a…

Rather than focusing on what the metaverse means in a future-prediction sort of way, the Metaverse Standards Forum is designed to focus on the building blocks of what developers need today. Other people (like me) can bicker about the nomenclature.What Virtual Worlds NeedWhen designing virtual worlds—and especially those worlds that are meant to interact with the real one—dealing with huge amounts of data is inevitable. Every object or character in a videogame is made up of geometry data (that is, the shape of the object),…

How It All Started 10 years ago I worked as a software engineer and later quit the job to start my own projects. To save some extra money, I went to a small hometown, where I used to work on a website for students, accounting software and mobile games at the same time. Having no business experience caused some issues with generating income, so all projects had to be closed. I came back to the capital to get a job, again. The story repeated itself a few times. When I was broke again then faced a total economical crisis. I…

Tips and tricks to create well-crafted schemasSchema from authorExplaining data assets is hard. There are a lot of tools, technical details, and jargon.All the engineering and scientific systems underneath, though, often respect some kind of architecture—some kind of design.That’s why we create schemas.To explain machine learning models. To share software architectures. To document our pipelines.Creating a schema is an important marker for the adoption of a system. You will use it in documentation, in decks, or to support…

Tricks every analyst and data scientist can learn to make a compelling presentationPhoto by Cosmic Timetraveler on UnsplashAs data scientists or analysts, we spend countless hours perfecting our ability to analyze data, build machine learning models, and keep up with the latest technology trends. One skill, however, that everyone needs is the ability to create a compelling presentation.Every Data Scientist, Analyst, and Data Engineer needs to get good at building a compelling presentation.Here are tips and tricks I’ve…