bit.ly/3Ff5Esb Welcome to Imarticus Learning! In Part 1, we covered Supervised and Unsupervised Learning, but there's more to Machine Learning! In Part 2, we explore Reinforcement Learning, Semi-Supervised Learning, and Self-Supervised Learning, along with real-world applications of these advanced techniques. Timestamp ⏱️ 00:00 - What are Dimensionality Reduction Techniques in Unsupervised Learning? 06:31 - What is Clustering in Unsupervised Learning? 15:23 - What is Association Rules Minning in unsupervised Learning ? 22:06 - What is Time Series Modeling in Supervised Learning? 28:54 - What is Deep Learning Category? 📌 What You'll Learn: 💡 Reinforcement Learning (RL) – How AI learns through rewards & penalties. 📊 Semi-Supervised Learning – A hybrid approach combining labeled & unlabeled data. 📈 Self-Supervised Learning – How AI trains itself without human-labeled data. 🎯 Key Use Cases & Real-World Applications: ✔ Reinforcement Learning Example: AI mastering chess & robotics. ✔ Semi-Supervised Learning Example: Improving speech recognition. ✔ Self-Supervised Learning Example: AI-generated text & image classification. 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. Turn Raw Data into Intelligent Predictions 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 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 📖 Books to Read on Advanced Machine Learning: 📚 Reinforcement Learning: An Introduction – Richard S. Sutton & Andrew G. Barto 📚 Deep Reinforcement Learning Hands-On – Maxim Lapan 📚 Machine Learning Yearning – Andrew Ng 🎬 Movies & Documentaries to Watch: 🎥 AlphaGo – AI vs. Human Intelligence in strategy games. 🎥 The Great Hack – The impact of AI-driven data analytics. 🎥 Her – A fictional yet insightful take on AI advancements. 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/ #MachineLearning #ReinforcementLearning #SemiSupervisedLearning #SelfSupervisedLearning #AI #DataScience #MLTechniques #DeepLearning #ArtificialIntelligence #ImarticusLearning

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