bit.ly/3Ff5Esb Welcome to Imarticus Learning! Linear Regression is one of the most important and widely used algorithms in the world of Machine Learning and Data Science. In this video, we’ll break down the basics of Simple and Multiple Linear Regression, and how they’re used to make predictions based on data. 📊 Whether you're just starting out or brushing up your skills, this video will give you a solid foundation in predictive analytics using Linear Regression. Timestamp ⏱️ 00:00 - Intro 00:32 - What is Linear Regression? 04:43 - Equation in Linear Regression 09:10 - Types of Linear Regression 📌 What You'll Learn: 💡 What is Linear Regression? – Understand the core idea behind linear models and how they work. 📊 Types of Linear Regression – Simple vs Multiple Linear Regression explained with examples. 📈 Evaluating a Regression Model – R² Score, MAE, MSE, and RMSE metrics. 🧠 Key Assumptions – Linearity, independence, multicollinearity, homoscedasticity. 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. Master ML & Land Your Dream Job in AI, Data Science & 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 📖 Books to Read on Linear Regression & Predictive Modeling: 📚 An Introduction to Statistical Learning – Gareth James, Daniela Witten, Trevor Hastie 📚 The Elements of Statistical Learning – Trevor Hastie, Robert Tibshirani 📚 Hands-On Machine Learning with Scikit-Learn & TensorFlow – Aurélien Géron 🎬 Movies & Documentaries to Watch: 🎥 Moneyball – How predictive analytics changed the game of baseball. 🎥 The Big Short – Understanding patterns, models, and predictions in finance. 🎥 The Social Dilemma – How algorithms make predictions that influence human behavior. 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/ #LinearRegression #MachineLearning #PredictiveModeling #DataScience #AI #RegressionAnalysis #SupervisedLearning #AnalyticsCareer #ImarticusLearning #LearnML #PGAProgram #CareerInDataScience

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