bit.ly/3Ff5Esb Welcome to Imarticus Learning! In this video, we demystify the key data terminologies that form the backbone of Machine Learning. Whether you're a beginner or an experienced professional, understanding these core concepts is crucial for building robust ML models and driving effective data science strategies. Timestamp ⏱️ 00:00 - What is Data in Machine Learning? 02:47 - What is Labeled Data? 05:00 - What is UnLabeled Data? 07:58 - Data Terminology 10:09 - Visualization Data Terminology 10:59 - Statistical Learning Perspective 📌 What You'll Learn: 💡 Core ML Terminologies: Understand the meaning of features, labels, and datasets. 📈 Data Preprocessing Essentials: Learn about data cleaning, normalization, and feature scaling to prepare quality data for modeling. 📊 Feature Engineering & Data Splits: Discover how to transform raw data into valuable features and differentiate between training, validation, and test sets. 🔍 Real-World Applications: See practical examples of how these terminologies are applied to build and optimize ML models. 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. Unlock High-Paying AI & ML Roles with Pro-Level Expertise 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 Data Science & Machine Learning: 📚 Data Science from Scratch – Joel Grus 📚 Python for Data Analysis – Wes McKinney 📚 Hands-On Machine Learning with Scikit-Learn & TensorFlow – Aurélien Géron 🎬 Movies & Documentaries to Watch: 🎥 The Social Dilemma – Explore the impact of data in today's tech world. 🎥 AlphaGo – Witness the power of ML in real-world challenges. 🎥 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/ #DataTerminologies #MachineLearning #DataScience #AI #MLJargon #FeatureEngineering #DataPreprocessing #MLTerminology #CareerGrowth #ImarticusLearning #UpSkillWithImarticus

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