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🔥Enroll for Data Science Course: https://intellipaat.com/data-scientist-course-training/ Learn Data Science from scratch with this complete course covering everything from Python programming to advanced Machine Learning algorithms. This tutorial starts with the basics like What is Data Science and gradually moves into essential tools such as NumPy, Pandas, Matplotlib, and Seaborn for data analysis and visualization, helping you build a strong foundation. You’ll also dive deep into core Machine Learning concepts, including Linear Regression, Logistic Regression, SVM, Decision Trees, and K-Means Clustering, along with the mathematical intuition behind them. The video includes hands-on implementations so you can apply what you learn and gain practical experience that’s crucial for real-world projects. Whether you're a beginner or looking to upgrade your skills, this course is perfect for anyone aiming to build a career in Data Science, Machine Learning, or AI. By the end of this video, you'll have a clear understanding of key concepts, tools, and techniques, along with feature engineering methods to improve model performance and boost your job readiness. 📖 Below are the concepts covered in the video on "Data Science Full Course": 00:00:00 - Introduction to Data Science 00:00:59 - What is Data Science? 00:06:23 - Python for Data Science 02:21:27 - Numpy 02:33:31 - Pandas 03:47:46 - Matplotlib 03:56:39 - Seaborn 04:07:46 - Linear Regression 04:57:07 - Math Behind Linear Regression 05:30:29 - R-Squared Metrics 07:22:33 - Hands-on: Linear Regression 07:24:37 - Logistic Regression 07:25:57 - SVM Algorithm 07:28:47 - Decision Tree Algorithm 09:21:50 - K-Means Clustering Explained 10:46:20 - K-Means Hands-on 10:55:47 - Feature Engineering Techniques #datascience #datasciencecourse #datascienceforbeginners #learndatascience #intellipaat ➡️ About the Course: In this course, you will learn the fundamentals of Data Science along with important tools and technologies used in the industry. The program covers key concepts such as Python programming, statistics, machine learning, data visualization, and SQL, helping learners build strong analytical and technical skills. With hands-on projects, real-world case studies, and expert guidance, the course is designed to give practical experience and prepare learners for roles like Data Scientist, Data Analyst, and Machine Learning Engineer. It is suitable for beginners as well as professionals who want to start or advance their careers in the field of data science. ➡️ Key Features of the Course: ✅ 50+ Live interactive sessions across 7 months ✅ 218 Hrs Self-paced Videos ✅ 50+ Industry relevant Projects & Quizzes ✅ Live Classes from IIT Faculty & Industry Experts ✅ Certification from iHub IIT Roorkee & Microsoft ✅ 2 Days Campus Immersion at iHub IIT Roorkee 📌 Do subscribe to Intellipaat channel & come across more relevant Tech content: https://goo.gl/hhsGWb ▶️ Intellipaat Achievers Channel: https://www.youtube.com/@intellipaatachievers 📚For more information, please write back to us at [email protected] or call us at IND: +91-7022374614 / US : 1-800-216-8930
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