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Build real intuition through colourful, hands-on puzzles instead of boring theory. It helps you see what’s happening under the hood, which means better debugging, stronger model intuition, and sharper fundamentals.
Linear algebra, but actually fun.
#math #ml #data #DataScience
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🤖 Take RAG from demo to production with hybrid retrieval, reranking, RAGAS, benchmarking, self-checking, and guardrails. Build with Ben on Aug 29 and save 45% with OMEM45. eventbrite.co.uk/e/the-genai…
Your #RAG demo just works but does it survive production?
4-hour hands-on build lab, Sat 29 Aug: production RAG on small open models. Hybrid retrieval, guardrails, benchmarks + cost.
👉 eventbrite.co.uk/e/the-genai…
@packtdataml
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Whether you're learning Python or building AI agents, this giveaway has you covered. 🚀
✨Community Giveaway, sponsored by @PacktPublishing @PacktDataML 🚀
Win 3 bestselling Python books from Packt Publishing — free entry, 5 winners, each receives the full set in both PDF and ePub formats: packt.link/draw
1) Python Illustrated — a visual, beginner-friendly intro to Python
2) Learn Model Context Protocol with Python — build agentic AI systems with MCP
3) Python Machine Learning By Example (4th Edition) — practical Machine Learning workflows
Bonus: if entries reach 1,500 by July 31, the prize pool doubles to 10 winners.
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#DataScience #MachineLearning #DataScientist #Coding #ML #AI
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Packt Data Science & Machine Learning retweeted
✨Community Giveaway, sponsored by @PacktPublishing @PacktDataML 🚀
Win 3 bestselling Python books from Packt Publishing — free entry, 5 winners, each receives the full set in both PDF and ePub formats: packt.link/draw
1) Python Illustrated — a visual, beginner-friendly intro to Python
2) Learn Model Context Protocol with Python — build agentic AI systems with MCP
3) Python Machine Learning By Example (4th Edition) — practical Machine Learning workflows
Bonus: if entries reach 1,500 by July 31, the prize pool doubles to 10 winners.
—————
#DataScience #MachineLearning #DataScientist #Coding #ML #AI
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Stop chasing better prompts. Start building better data pipelines. Join Nikola Ilic's hands-on LLM Data Engineering workshop and save 35% with DATAPRO35 👉eventbrite.co.uk/e/designing… #GenAI #RAG #Python
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The future of GenAI isn't better prompts—it's better workflows. Learn how production-ready AI combines RAG, Python, APIs, and guardrails to solve real problems. 👇eventbrite.co.uk/e/build-you…
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Packt Data Science & Machine Learning retweeted
Tomorrow: Graph RAG workshop.
Build a knowledge graph chatbot from scratch. Live. With code you keep.
A few seats still open.
🔗 eventbrite.co.uk/e/productio…
See you Saturday.
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Building with Python this month? Win 3 must-read Python books—enter before July 31. 📚👇 packt.link/draw #Python #MachineLearning #MCP
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Packt Data Science & Machine Learning retweeted
Most Graph RAG tutorials hand you a pre-built graph.
Here's what actually goes into building one from raw text 🧵
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Packt Data Science & Machine Learning retweeted
4 days until my Graph RAG workshop.
Here's what you build in 3.5 hours:
→ Entity extractor from raw text
→ Coreference resolver
→ Relation extraction pipeline
→ Knowledge graph in NetworkX
→ Grounded LLM chatbot on top
Certificate included. Last chance at 40% off
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Most corporate AI ethics talks just dodge accountability. AI leader Marijn Markus cuts through the hype to expose the reality of hallucinations and broken data infrastructure.
Read it here: linkedin.com/posts/packt-dat…
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If your RAG struggles with multi-hop reasoning, corpus-wide insights, or explainability, it's time to look beyond vector search. 📖 [medium.com/packt-hub/why-you…] #GraphRAG #DataScience
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🚀 Want to build LLM applications that are actually reliable in production?
Join our hands on virtual workshop to master DSPy, automated prompt optimization, evaluation workflows, and production ready LLM engineering.
Buy now: eventbrite.co.uk/e/learn-dsp…
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RAG gives AI access to the right knowledge, while CAG gives AI the right context. As enterprise AI evolves, success won't depend on what models know, but on how well they understand users, workflows, and decisions
#rag #machinelearning
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Packt Data Science & Machine Learning retweeted
Multi-hop question: "What did the CEO of Company X's subsidiary do in 2019?"
Vector RAG: retrieves chunks about Company X. Struggles with the chain.
Knowledge graph: follows the ownership edge, finds the subsidiary, finds the CEO, finds the 2019 event.
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From raw documents to production-ready RAG systems - master the engineering choices behind successful LLM applications.
Register now and claim your Early bird discount
Save your spot: eventbrite.co.uk/e/designing…
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🤖 One of our peer teams at Packt is hosting a giveaway featuring three AI books. Thought it might be of interest to this community. 👉 Packt Monthly Giveaways - landing.packtpub.com/giveawa…
Made with AI
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Move beyond traditional RAG and learn how to build AI applications that understand relationships, not just documents. Join this hands-on workshop and create a production-ready Graph RAG system from scratch.
Register here: eventbrite.co.uk/e/productio…
#datascience #rag #data #tech
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AI won’t replace data scientists and ML engineers. The future belongs to AI-native professionals who master AI as a true collaborator, blending human insight with machine scale to create real business value. Are you becoming one?
#agenticai #agents
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