Among many things, avoid AI whenever possible

Your model architecture is probably fine. It’s the data quality that sucks.

SecureAPlus is personalised malware protection that defends your home devices against the increasing number of security threats without forcing you to be a cybersecurity expert. It comes with intuitive application control combined with cloud anti-malware scanners to protect you against multiple attack vectors – known or unknown and file or file-less.

SecureAPlus essentials is ideal for multiple device protection at home or the office. It includes options for personalising your AI sensitivity, cloud scanning, and external storage protection. It also includes on-device parental controls and 24/7 email alerts via the online dashboard to help you manage your device security wherever and whenever.

Note: You can take a look at the short registration instruction here.

Filter Forge is a mighty graphic software with thousands of photo effects and seamless textures, and an editor to create your own filters. It allows computer artists to use and build filters – seamless textures, visual effects, distortions, patterns, backgrounds, frames, and more. The key features of Filter Forge include a visual node-based filter editor and a free online library of over 12,800 user-created filters to which anyone can contribute.

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Building an end-to-end machine learning pipeline using scikit-learn