Introduction to Data Science, AI & Machine Learning | Beginner Full Lecture (TELUGU) | upGrad Centre скачать в хорошем качестве

Introduction to Data Science, AI & Machine Learning | Beginner Full Lecture (TELUGU) | upGrad Centre

This session "Introduction to Data Science, AI & Machine Learning" introduces the fundamentals of Data Science, Artificial Intelligence, and Machine Learning in a clear and structured manner. You will learn what data is, the difference between structured and unstructured data, and how real-world platforms like Google Maps, Amazon, and ChatGPT use AI. The video explains the complete data science process, career roadmap, industry roles, and essential skills including Excel, Python, Statistics, and SQL. Perfect for beginners, this lecture builds a strong foundation and explains how AI works behind everyday technology. Ideal for students and aspiring professionals starting their journey in Data Science and Artificial Intelligence careers. Below are the topics covered in this video: 00:00 - Introduction to Data Science & AI Foundations 00:40 - Basic Concepts and Career Roadmap 01:17 - Real-World Examples of AI Applications 02:51 - What is Data? Structured vs Unstructured Data 04:22 - Structured Data Example using Excel 11:27 - Data Science Definition and Process 14:18 - Artificial Intelligence Concepts and Applications 17:40 - Machine Learning Explained 21:34 - Data Science Roles and Career Opportunities 23:57 - Learning Roadmap and Skills Required 26:36 - Instructor Background and Experience 28:48 - Assignment and Next Session Overview #datascience #artificialintelligence #machinelearning #ai #ml #datascienceforbeginners #machinelearningforbeginners #aiforbeginners #datasciencetutorial #introductiontodatascience #datasciencecourse #learnai #learnmachinelearning #pythonfordatascience #sqlfordatascience #excelanalysis #datacareer #datascienceroadmap #airoadmap #careerinai #careerdatascience #dataskills #techcareer #futurewithai #upgradcentre