🔵 Intellipaat Data Science course: https://intellipaat.com/data-science-architect-masters-program-training/ In this video on Data Science course, you will learn Data Science from basic to advance level along with projects and interview questions. This complete Data Science training helps you to learn the Data Science principles, tools, algorithms, and methodologies that make it a powerful medium to solve business problems. This is a must watch session for everyone who wishes to learn data science and make a career in it. #DataScienceCourse #DataScienceTraining #DataScienceTutorialForBeginners #DataScience 00:00 - Introduction 06:47 - Data Science Impact 08:47 - Case Study - Finance 11:05 - What is Data Science? 11:36 - Data Science and Statistics 13:38 - Introduction to ML 14:34 - How ML Works? 20:51 - Types of ML 39:56 - What is Regression? 44:47 - Types of Regression 50:14 - what is Linear Regression? 01:17:24 - Introduction to Logistic Regression 01:27:12 - Regression Algorithm 01:45:35 - What is Classification? 01:54:20 - What is Scikit Learn? 02:13:12 - What is Numpy? 02:20:28 - Initializing Numpy Array? 02:55:18 - Numpy Broadcasting 03:08:18 - Numpy Indexing and Slicing 03:18:06 - Characteristics of Scipy 03:46:03 - Introduction to Pandas 03:54:14 - Pandas: Series Object 04:05:45 - How to perform a merge operation? 04:17:51 - Importing & Analysing the Dataset 04:22:37 - Cleaning the Dataset 04:29:50 - Types of Data Science Roles 05:36:48 - Tricks of the Trade 05:47:04 - Types of Questions 06:02:54 - Questions for the Interviewer 06:17:14 - Recommendation Enigine 06:51:56 - User-Based collaborative filtering 07:15:08 - Item-Item collaborative filtering 08:13:48 - Case Study 08:23:14 - Tasks to be performed 09:24:10 - Skills Required to Become a Data Scientist 09:38:30 - Trends in Data Science Science 09:45:22 - Prerequisites to become a data scientist 09:56:03 - Data Science vs Data Analytics 10:00:00 - In a Gist! 10:03:06 - Data Science Interview Questions 🔵 Read complete Data Science tutorial here: https://intellipaat.com/blog/tutorial/data-science-tutorial/ 🔵 Do subscribe to Intellipaat channel & get regular updates on videos: http://bit.ly/Intellipaat 🔵 Watch Data Science tutorials here:- https://bit.ly/30QlOmv 🔵 Read insightful blog on what is Data Science: https://intellipaat.com/blog/what-is-data-science/ 🔵 Interested to know about Data Science certifications? Read this blog: https://intellipaat.com/blog/data-science-certification/ ---------------------------- Intellipaat Edge 1. 24*7 Life time Access & Support 2. Flexible Class Schedule 3. Job Assistance 4. Mentors with +14 yrs 5. Industry Oriented Course ware 6. Life time free Course Upgrade ------------------------------ 🔵 For more information: Call Our Course Advisors IND : +91-7022374614 US : 1-800-216-8930 (Toll Free) Website: https://intellipaat.com/data-science-architect-masters-program-training/ Facebook: https://www.facebook.com/intellipaatonline Telegram: https://t.me/s/Learn_with_Intellipaat Instagram: https://www.instagram.com/intellipaat LinkedIn: https://www.linkedin.com/company/intellipaat-software-solutions Twitter: https://twitter.com/Intellipaat