Introduction to Data Science IBM Full Course, Data Science Basics

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Introduction to Data Science IBM Full Course, Data Science Basics, Data Science Beginners #datascienceintroduction #datasciencebasics #ibmdatascience #datasciencebeginners Course Contents 0:00 - Course Introduction 4:31 - What is Data Science 9:32 - Fundamentals of Data Science 12:22 - The Many Paths to Data Science 16:09 - Advice for New Data Scientists 19:00 - Lesson Summary - Defining Data Science 22:07 - A Day in the Life of a Data Scientist 25:54 - Data Science Skills and Big Data 30:29 - Understanding Different Types of File Formats 35:28 - Data Science Topics and Algorithms 39:22 - Lesson Summary - What Do Data Scientists Do 43:28 - How Big Data is Driving Digital Transformation 47:24 - Introduction to Cloud 54:13 - Cloud for Data Science 57:36 - Foundations of Big Data 1:02:58 - Data Science and Big Data 1:07:10 - What is Hadoop 1:13:47 - Big Data Processing Tools Hadoop HDFS Hive and Spark 1:20:18 - Summary Big Data and Data Mining 1:25:55 - Artificial Intelligence and Data Science 1:30:05 - Generative AI and Data Science 1:33:54 - Neural Networks and Deep Learning 1:40:36 - Applications of Machine Learning 1:43:55 - Lesson Summary Deep Learning and Machine Learning 1:46:57 - How Should Companies Get Started in Data Science 1:49:48 - Old Problems, New Problems, Data Science Solutions 1:53:46 - Application of Data Science 1:57:23 - How Data Science is saving lives 2:02:02 - How Can Someone Become a Data Scientist 2:07:21 - Recruiting for Data Science 2:15:02 - Careers in Data Science 2:17:53 - Importance of Mathematics and Statistics for Data Science 2:22:46 - Lesson Summary - Careers and Recruiting in Data Science