bit.ly/4cB2kaK Deploying ML on Cloud doesn’t have to mean writing complex backend code. In this Masterclass, learn how to deploy your machine learning model using Gradio—an intuitive Python library that lets you turn models into interactive web apps in just a few lines of code. Perfect for showcasing ML projects, collecting user feedback, or demoing your model in real time—without needing frontend or API development experience. Timestamp ⏱️ 00:00 – Intro to Gradio for ML Deployment 02:11 – Saving Models and Prediction Functions 04:16 – Label Encoding Explained 06:32 – Creating UI with Gradio (No Coding Needed) 08:41 – Using Sliders and Buttons in Gradio 10:49 – Public Deployment with Gradio 13:06 – Sleep Disorder Prediction App Demo 📌 What You’ll Learn: 1️⃣ What is Gradio & Why Use It? 📌 Introduction to Gradio’s UI framework for ML models. 📌 Key benefits over Flask, FastAPI, and other deployment options. 2️⃣ Building the Interface 📌 Learn to define inputs, outputs, and the prediction function. 📌 Add titles, descriptions, and visual enhancements. 3️⃣ Launching Your ML App 📌 Deploy the app locally and share it via a Gradio-hosted link. 📌 Tips for testing with real-time inputs and debugging live models. 4️⃣ Hosting & Integration 📌 Options to integrate with Hugging Face Spaces, Streamlit, or cloud platforms. 📌 Best practices for scaling and sharing your app with the world. Empower Your Career – Tap into Cloud-First Data Analytics Tools & Techniques! The Postgraduate Program in Data Science and Analytics (PGA) is a 6-month course for graduates and professionals with under three years of experience. It offers 100% job assurance through 2,000+ hiring partners, 300+ learning hours, 25+ hands-on projects, and training in 10+ tools like Python, Power BI, and Tableau. With a 22.5 LPA highest salary and 52% average salary hikes, it equips learners to excel in data science and analytics careers. bit.ly/3Ff5Esb The Executive Post Graduate Program in Data Science and Artificial Intelligence (EPGP-DSAI) is an 11-month course designed for working professionals aiming to elevate their careers in data science and AI. The program offers comprehensive career support, including resume building, mock interviews, and access to an exclusive job portal, backed by 2,500+ hiring partners. Participants will engage in 300+ learning hours and gain proficiency with 35+ projects and tools such as Python, Power BI, and Tableau. With a proven record of 10,000+ career transitions and an average salary hike of 52%, this program equips learners to excel in data science and AI careers. bit.ly/4cB2kaK 📚 Books to Read on ML Deployment & UI: 📘 Machine Learning Engineering – Andriy Burkov 📘 Designing Machine Learning Systems – Chip Huyen 📘 Python for Data Science Handbook – Jake VanderPlas 🎬 Must-Watch Tech Documentaries: 🎥 Data Science Pioneers 🎥 The Social Dilemma 🎥 Coded Bias About Imarticus Learning Imarticus Learning is a leading education company, offering high-quality, industry-specific education via innovative technology, specialised training, career assistance, and mentorship from industry professionals. We have impacted over 10,00,000+ careers within a decade through leading-edge curriculums, highly experienced faculty, and over 3500+ global partnerships with leading institutions and corporations. We offer courses that prepare learners for successful careers in finance, banking, data science, analytics, management, marketing, and technology. ❇️ Key Highlights 12 Years Legacy | 1M+ Learners Impacted | #1 Education Provider in Finance | 8+ Years Legacy in Data Analytics | 85% Placement Record | 54% Average Salary Hike | 24 LPA Highest Salary 🏆 Awards & Accolades •⁠ ⁠Outstanding Education Company of the Year by ET Business Leaders 2024 •⁠ ⁠Best Education Provider in Finance by Elets World Education Summit 2024 •⁠ ⁠Outstanding Education Company for Data Science and Analytics at Observe Now's Education Leaders Conclave & Awards 2024 •⁠ ⁠⁠Recognized in GSV 150 as one of the World's Most Transformational Growth Companies in Digital Learning and Workforce Skilling (2024) •⁠ ⁠Awarded Innovative 21st Century Skills Solutions at Elets World Education Summit, Dubai •⁠ ⁠Best Certification Courses at the Indian Education Congress and Awards •⁠ ⁠Most Promising Digital Learning Platform Brands by siliconindia Magazine •⁠ ⁠Best Education Brand in Analytics by The Economic Times 🌐We're Very Social imarticus.org/ x.com/imarticus www.instagram.com/imarticus in.linkedin.com/company/imarticuslearning www.facebook.com/ImarticusLearning/ #GradioML #MLDeployment #CloudMasterclass #PythonApps #MachineLearningUI #ModelDeploymentMadeEasy #ImarticusLearning #BuildMLApps #DataScienceProject #MLBeginners

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