bit.ly/4cB2kaK Deploying ML on Cloud becomes powerful when you can present your model through beautiful, interactive dashboards—and Streamlit makes that effortless. In this Masterclass, you’ll learn how to use Streamlit to deploy your machine learning model as a fully functional web app. From writing simple Python scripts to building real-time visualisations and capturing user input, this session is your go-to guide for creating ML dashboards without needing frontend skills. Timestamp ⏱️ 00:00 – Introduction to ML Model Deployment Using Streamlit 03:22 – Configuring Model Paths and Loading Setup 04:57 – Designing the Sleep Disorder UI in Streamlit 07:39 – Running the Streamlit App Locally 10:21 – Gradio vs. Streamlit for ML App Deployment 📌 What You’ll Learn: 1️⃣ Introduction to Streamlit 📌 Why Streamlit is perfect for ML dashboards and prototypes. 📌 Overview of key components: layout, inputs, outputs, and visual elements. 2️⃣ Building the Streamlit App 📌 Create a user interface for your ML model using Python only. 📌 Capture input, trigger predictions, and display model outputs. 3️⃣ Enhancing the Dashboard 📌 Add charts, tables, sliders, text boxes, and images. 📌 Tips for creating engaging user interactions and debugging. 4️⃣ Deployment & Sharing 📌 Host your app locally or on the cloud using Streamlit Sharing or other platforms. 📌 Best practices for scalability, performance, and version control. Why Learn with Imarticus Learning? 📌 Expert Guidance: Learn from seasoned professionals with deep industry insights. 📌 Flexible Learning Options: Balance work and study with structured, customizable programs. 📌 Comprehensive Support: Access mock tests, expert mentorship, and study materials to ace your exams. 📌 Career Success: Imarticus ensures your journey translates into tangible career growth. Elevate Business Intelligence – Master Cloud Analytics for Real-Time Data Decisions! 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. If you're a Fresher click this Link - 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. If you're a Experienced Learner Click the Link - bit.ly/4cB2kaK 📚 Books to Read on ML & Dashboarding: 📘 Streamlit for Machine Learning – Tyler Richards 📘 Designing Machine Learning Systems – Chip Huyen 📘 Hands-On ML with Scikit-Learn – Aurélien Géron 🎬 Must-Watch Tech Documentaries: 🎥 The Mind, Explained 🎥 Coded Bias 🎥 Data Science Pioneers 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) 🌐We're Very Social imarticus.org/ x.com/imarticus www.instagram.com/imarticus in.linkedin.com/company/imarticuslearning www.facebook.com/ImarticusLearning/ #StreamlitML #DeployMLModel #CloudMasterclass

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