> Markdown version of [/videos/858-a-beginner-s-guide-to-modern-natural-language-processing?t=152](https://www.wearedevelopers.com/videos/858-a-beginner-s-guide-to-modern-natural-language-processing?t=152). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # A beginner’s guide to modern natural language processing Stop wasting compute on expensive transformers. Basic count vectorization often rivals BERT for simple classification tasks. Discover how to match model complexity to your dataset realities. - **Speakers:** Jodie Burchell - **Event:** WeAreDevelopers LIVE - **Published:** February 23, 2024 - **Duration:** 56:46 - **URL:** https://www.wearedevelopers.com/videos/858-a-beginner-s-guide-to-modern-natural-language-processing - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/6753f9f45914d46a2e42c301530fb332/thumbnails/thumbnail.jpg?time=154705ms ## Access Playback and chapters for this video are available with a Free account. ## Related Moments - [Historical breakthroughs in natural language processing models](https://www.wearedevelopers.com/videos/844-enter-the-brave-new-world-of-genai-with-vector-search) (from "Enter the Brave New World of GenAI with Vector Search") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9603ab4cad02218daecd3265703f19a3/thumbnails/thumbnail.jpg?time=184865ms - [Defining GPT architectures and natural language processing tasks](https://www.wearedevelopers.com/videos/844-enter-the-brave-new-world-of-genai-with-vector-search) (from "Enter the Brave New World of GenAI with Vector Search") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9603ab4cad02218daecd3265703f19a3/thumbnails/thumbnail.jpg?time=184865ms - [Modern natural language processing using Transformers and deep learning](https://www.wearedevelopers.com/videos/436-hybrid-ai-next-generation-natural-language-processing) (from "Hybrid AI: Next Generation Natural Language Processing") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/6da8a3d33835a24032b6ae2499f60909/thumbnails/thumbnail.jpg?time=139500ms - [Evolution of large language models and natural language processing](https://www.wearedevelopers.com/videos/347-mlops-and-ai-driven-development) (from "MLOps and AI Driven Development") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/36110503f3eaef55be4c76e8c49ecc19/thumbnails/thumbnail.jpg?time=257855ms - [Major breakthroughs shaping the artificial intelligence landscape](https://www.wearedevelopers.com/videos/392-mlops-what-s-the-deal-behind-it) (from "MLOps - What’s the deal behind it?") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/e7c4652d6e10ababb3c0c13a7fd7e030/thumbnails/thumbnail.jpg?time=15500ms - [Exploring popular generative AI models and applications](https://www.wearedevelopers.com/videos/844-enter-the-brave-new-world-of-genai-with-vector-search) (from "Enter the Brave New World of GenAI with Vector Search") - **Thumbnail URL:** https://customer-goifxnzhrq3d0d54.cloudflarestream.com/9603ab4cad02218daecd3265703f19a3/thumbnails/thumbnail.jpg?time=184865ms ## Related Articles - [WWC24 Talk - Scott Hanselman - AI: Superhero or Supervillain?](https://www.wearedevelopers.com/magazine/469-wwc24-talk-scott-hanselman-ai-superhero-or-supervillain) - [What Are Large Language Models?](https://www.wearedevelopers.com/magazine/304-what-are-large-language-models) - [MLOps And AI Driven Development](https://www.wearedevelopers.com/magazine/82-mlops-and-ai-driven-development) - [MLops – Deploying, Maintaining And Evolving Machine Learning Models in Production](https://www.wearedevelopers.com/magazine/115-mlops-deploying-maintaining-and-evolving-machine-learning-models-in-production) ## Related Jobs - [Software Development Engineer 4 - Database Engineer](https://www.wearedevelopers.com/jobs/48591-software-development-engineer-4-database-engineer) at **WEX** - [Machine Learning Engineer](https://www.wearedevelopers.com/jobs/ext/4215706-machine-learning-engineer) at **TWILIO** - [Machine Learning Engineer](https://www.wearedevelopers.com/jobs/ext/3750646-machine-learning-engineer) at **TWILIO** - [AI Software Engineer (Germany)](https://www.wearedevelopers.com/jobs/48317-ai-software-engineer-germany) at **Sunhat** - [Machine Learning Engineer 2](https://www.wearedevelopers.com/jobs/ext/4256068-machine-learning-engineer-2) at **Twilio** - [Google AI & Data Solutions Architect, Senior Manager](https://www.wearedevelopers.com/jobs/ext/4603234-google-ai-data-solutions-architect-senior-manager) at **PwC**