Introduction to Data Science IBM Full Course, Data Science Basics

Описание:

0:00 introduces the course, followed by 4:31 where the definition of data science is explained. At 9:32 the fundamentals are covered, and 12:22 discusses the many paths to data science. 16:09 offers advice for new data scientists, while 19:00 summarizes the lesson on defining data science. 22:07 gives a day in the life of a data scientist, and 25:54 explores data science skills and big data. 30:29 explains different file formats, 35:28 covers data science topics and algorithms, and 39:22 summarizes what data scientists do. 43:28 discusses how big data drives digital transformation, 47:24 introduces cloud concepts, 54:13 covers cloud for data science, and 57:36 discusses foundations of big data. 1:02:58 examines data science and big data, 1:07:10 explains Hadoop, 1:13:47 covers Hadoop HDFS, Hive, and Spark, 1:20:18 summarizes big data and data mining, 1:25:55 discusses AI and data science, 1:30:05 covers generative AI, 1:33:54 explores neural networks and deep learning, 1:40:36 discusses machine learning applications, 1:43:55 summarizes deep learning and machine learning, 1:46:57 explains how companies can start in data science, 1:49:48 discusses old and new problems and solutions, 1:53:46 covers applications of data science, 1:57:23 shows how data science saves lives, 2:02:02 explains how to become a data scientist, 2:07:21 covers recruiting, 2:15:02 discusses careers, 2:17:53 highlights the importance of mathematics and statistics, and 2:22:46 summarizes careers and recruiting.