Data Science Course | Data Science Training | Data Science Tutorial for Beginners | Intellipaat
8,226🔵 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.
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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
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