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pragprog.com
Programming Machine Learning
A zero-to-hero machine learning tutorial for software developers, from simple programs to deep learning.
Aug 18, 2020
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ML models are essentially computer programs that can learn from data and make predictions. But how do you take your brilliant idea for an ML model and turn it into a real-world application? This infographic unveils the magic of Machine Learning Ops (MLOps), the secret sauce that bridges the gap between creative conception and practical implementation. Enroll in our exclusive 5-day LLM Bootcamp (online & in-person) and learn how to build and deploy custom LLM Applications! ➡️ https://datascienced
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🔥 09 ESSENTIAL ML ALGORITHMS You MUST Know! 🚀 Whether you’re a beginner or pro, these are the backbone of every Machine Learning project 👇 1️⃣ Linear Regression – Predict continuous values 📈 2️⃣ Logistic Regression – For binary classification 🔁 3️⃣ Decision Tree – Human-like decision making 🌳 4️⃣ SVM – The margin master ⚔️ 5️⃣ KNN – The neighbor-based learner 🧭 6️⃣ Dimensionality Reduction – Simplify the data 🎯 7️⃣ Random Forest – The power of many trees 🌲 8️⃣ K-Means – Cluster and conq
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