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📰 Medium · Python

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From Notebooks to Production: My Journey Masterclass in MLOps, APIs, and Deployment
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 1mo ago
From Notebooks to Production: My Journey Masterclass in MLOps, APIs, and Deployment
When I first started out in data science, I spent almost all my time inside Jupyter Notebooks (.ipynb). I would tune hyperparameters, plot… Continue reading on
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MLOps Course | MLOps Training in Hyderabad
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 1mo ago
MLOps Course | MLOps Training in Hyderabad
Why Is MLOps Essential for Scaling Machine Learning Projects? Continue reading on Medium »
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Building a Production-Ready MLOps System from Scratch
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 2mo ago
Building a Production-Ready MLOps System from Scratch
Vehicle inventory management and sentiment analysis, unified into a single deployable system with Docker, MLflow, Prometheus, Grafana, and… Continue reading on
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I Taught Myself MLOps By Breaking My Own Notebook Until It Became a Production System
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 2mo ago
I Taught Myself MLOps By Breaking My Own Notebook Until It Became a Production System
What actually separates “I trained a model” from “I can ship one” — and the free guide I built to close that gap Continue reading on Medium »
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RocoMart: Building an End-to-End MLOps Pipeline Orchestration for E-Commerce
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 2mo ago
RocoMart: Building an End-to-End MLOps Pipeline Orchestration for E-Commerce
Architect a robust MLOps pipeline from scratch using Python, Prefect, MLflow, and Flask to power real-time e-commerce tech. Continue reading on Analytics Vidhya
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MLflow 101: Why MLOps Matters and How MLflow Solves the Model Deployment Crisis
Medium · Python 🏭 MLOps & LLMOps 2mo ago
MLflow 101: Why MLOps Matters and How MLflow Solves the Model Deployment Crisis
The Business Problem Continue reading on Medium »
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Day 2/100 MLOps: When Configuration Files Weaponize Against Your Team
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 3mo ago
Day 2/100 MLOps: When Configuration Files Weaponize Against Your Team
Yesterday, we built a pristine, isolated Python environment. It was clean. It was standard. Continue reading on Medium »
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CI/CD for Machine Learning Projects: The Complete MLOps Guide
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 3mo ago
CI/CD for Machine Learning Projects: The Complete MLOps Guide
A comprehensive, battle-tested guide to implementing CI/CD pipelines for Machine Learning projects — and why they’re fundamentally… Continue reading on Medium »
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Day 2: Set Up and Configure Jupyter Notebook Server | KodeKloud MLOps Journey
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 3mo ago
Day 2: Set Up and Configure Jupyter Notebook Server | KodeKloud MLOps Journey
As part of my KodeKloud MLOps learning journey, Day 2 focused on setting up and troubleshooting a JupyterLab server configuration for a… Continue reading on Med
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Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 4mo ago
Week 4, episode 1 — From Python Bootcamp to Production API
Don’t let your capstone die in a notebook. Learn the MLOps playbook to deploy it as a reliable service. Continue reading on Medium »
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MLOps na prática: rastreando experimentos e versionando modelos com MLflow
Medium · Python 🏭 MLOps & LLMOps ⚡ AI Lesson 4mo ago
MLOps na prática: rastreando experimentos e versionando modelos com MLflow
Série: IA na Prática — Do Modelo à Produção | Parte 4 de 16 Continue reading on Medium »
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