bit.ly/4cB2kaK Deploying ML on Cloud requires the right setup—and that starts with Conda Environments. In this Masterclass, we break down what a Conda Environment is, why it matters in ML workflows, and how to use it to manage your dependencies for reproducible results and smooth deployment. Timestamp ⏱️ 00:00 – Intro to Python Environments for ML Deployment 02:17 – Why Conda Matters for Managing Dependencies 04:56 – Handling Multiple Python Versions in Projects 15:16 – Isolated Jupyter Environments Using Conda 17:52 – Transitioning from Jupyter to Production 20:05 – Best Practices for Naming and Versioning 22:18 – Conda for Dependencies, Docker for Environments 24:41 – Final Thoughts on Conda Setup 📌 What You’ll Learn: 1️⃣ What is a Conda Environment? 📌 Understand the concept of Conda environments and why they are crucial for isolating dependencies in your projects. 2️⃣ Creating & Managing Environments 📌 Learn how to create, activate, and deactivate Conda environments, ensuring smooth handling of project-specific dependencies. 3️⃣ Installing Packages in Conda 📌 Discover how to install and update packages within your environments for maximum efficiency. 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. From Data to Insights – Transform Your Career with Cloud-Based Analytics! 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 Python: 📌 Automate the Boring Stuff with Python – Al Sweigart 📌 Python Crash Course – Eric Matthes 📌 Fluent Python – Luciano Ramalho 🎬 Must-Watch Python Tutorials: 📌 Python for Data Science – Full Course for Beginners 📌 Python Programming Tutorials by Corey Schafer 📌 Real Python – Learn Python the Right Way 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/ #CondaEnvironment #PythonPackageManagement

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