bit.ly/3Ff5Esb Welcome to Imarticus Learning! Logistic Regression is a foundational classification algorithm in Machine Learning, widely used across industries for making binary and multi-class predictions. In this video, we introduce Logistic Regression, how it differs from Linear Regression, and how it's used in real-world decision-making processes. 🎯 Whether you're a beginner or a data enthusiast, this video will simplify the core concepts and equip you to apply logistic regression models effectively. Timestamp ⏱️ 00:00 - Intro 00:20 - What is Logistics Regression? 06:15 - Equation of Logistic Regression 09:06 - Types of Logistics Regression 📌 What You'll Learn: 💡 What is Logistic Regression? – Understanding the algorithm and its mathematical intuition. 📊 Logistic vs Linear Regression – Key differences and when to use which. 📈 Sigmoid Function Explained – How probabilities are converted into predictions. 🧠 Evaluation Metrics – Accuracy, Precision, Recall, F1-Score, ROC-AUC. 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 Logistic Regression & Classification: 📚 An Introduction to Statistical Learning – Gareth James, Daniela Witten 📚 Logistic Regression Using R – Bruce, Bruce & Gedeck 📚 Hands-On Machine Learning with Scikit-Learn & TensorFlow – Aurélien Géron 🎬 Movies & Documentaries to Watch: 🎥 Moneyball – Making data-driven decisions in baseball. 🎥 The Great Hack – Predictive analytics in political campaigns. 🎥 Coded Bias – The ethics and impact of AI classification systems. 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/ #LogisticRegression #ClassificationModel #MachineLearning #PredictiveModeling #DataScience #AI #SupervisedLearning #CareerInAnalytics #ImarticusLearning #MLForBeginners #PGAProgram

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