Data Science Course | Data Science Full Course | Data Scientist For Beginners | Intellipaat

🔵 Intellipaat Data Science course: https://intellipaat.com/data-s....cientist-course-trai
In this video on the Data Science course, you will learn what is Data Science, Types of Data Analytics, Life Cycle of Data Science, Data Visualisation, How to Create and Test a Model, Statistics for Data Science, and Probability, R programming, Machine learning, Numpy, Hands-on demo on Book Recommendation System, Skills Required to Become a Data Scientist, Trends in Data Science Science, Data Science vs Data Analytics, Data Science Interview Questions.
This is a must-watch session for everyone who wishes to learn data science and make a career in it.

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00:00 - Introduction
10:15 - How machine learning works?
16:40 - Data
21:15 - Need of data science
49:39 - What is data science?
55:08 - Types of data analytics
01:01:33 - Life cycle of data science
01:22:37 - Data science process
01:29:58 - Data Cleaning
01:30:40 - Data Visualization
01:34:33 - Creating a model
01:51:02 - Converting data into useful information
02:02:02 - Descriptive Statistics
02:25:51 - Basic definitions
02:40:31 - What is probability?
02:59:45 - Variables in R
03:29:01 - Data types in R
03:56:33 - Objects in R
04:35:03 - Quiz
04:46:03 - Hands-on
05:08:01 - Dream Job
05:37:20 - Machine learning types
05:53:50 - What is regression?
06:03:00 - Types of regression
06:18:36 - Understanding linear regression
06:31:24 - Linear regression(Recap)
06:35:04 - What is logistic regression?
06:57:58 - What is classification?
07:08:58 - What is scikit learn?
07:16:18 - Steps in building a classifier
07:27:18 - What is NumPy?
07:38:17 - Initializing Numpy Array
07:54:49 - Find the data type of the array
08:19:32 - Numpy indexing and scaling
08:35:06 - Characteristics of Scipy
09:04:21 - Tasks to be performed
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  Programming and coding