bit.ly/3Ff5Esb Welcome to Imarticus Learning! In this video, we break down the fundamental differences between Parametric and Non-Parametric Algorithms in machine learning. Whether you're a beginner or an aspiring data scientist, understanding these algorithm types is crucial for selecting the right model for your data and application. Timestamp ⏱️ 00:00 - Intro 00:20 - What are the Parametric Machine Learning Algorithms? 06:12 - Benefits of Parametric ML Algorithms 07:31 - Limitations of Parametric ML Algorithms 10:46 - What are the Non-Parametric Machine Learning Algorithms? 13:35 - Benefits of Non-Parametric ML Algorithms 15:31 - Limitations of Non-Parametric Algorithms 📌 What You'll Learn: 💡 What are Parametric Algorithms? – Discover models that assume a fixed number of parameters and learn from data through predefined functions. 📈 What are Non-Parametric Algorithms? – Learn how these flexible models make fewer assumptions about the data structure and adapt complexity based on available data. 📊 Key Differences & Trade-offs: – Compare the advantages, limitations, and real-world applications of both approaches. 🔍 Real-World Use Cases: – Explore examples of where and why each algorithm type is applied in industries like finance, healthcare, and marketing. 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 AI – Transform Your Career with Machine Learning 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 par0tners, 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 📖 Books to Read on Machine Learning & Algorithms: 📚 Pattern Recognition and Machine Learning – Christopher Bishop 📚 Hands-On Machine Learning with Scikit-Learn & TensorFlow – Aurélien Géron 📚 The Hundred-Page Machine Learning Book – Andriy Burkov 🎬 Movies & Documentaries to Watch: 🎥 AlphaGo – Witness the power of ML in action. 🎥 The Social Dilemma – Explore the impact of AI on society. 🎥 Moneyball – Discover how data-driven decisions revolutionize industries. 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/ #ParametricAlgorithms #NonParametricAlgorithms #MachineLearning #MLAlgorithms #DataScience #AI #AlgorithmComparison #StatisticalModels #ImarticusLearning #DataAnalytics

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