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How is MLOps Used in Business and Marketing?

Neil Patel

It is an extension of what we know as DevOps. DevOps is the process of organizing cooperation between everyone involved in the design and building of big data. MLOps help do this by creating reproducible models you can use as a benchmark at the beginning of each new project. What is the Future of MLOps in Business and Marketing?

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DeepSeek vs Claude vs Mistral: Top GPT Competitors in 2025

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Once-dominant ChatGPT (GPT-4) sparked a global AI race, and by 2025 there are powerful new alternatives. LLM Performance Benchmark Comparison (2025) Model MMLU HumanEval GSM8K / AIME Context Window Token Speed Pricing (per 1M tokens) DeepSeek R1-0528 84.9% As a result, GPT alternatives now come with trade-offs. SWE-bench: 72.5%