Data Analytics with Python | Data Analytics with SQL | Data Analytics Tutorial | Intellipaat
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In this Data Analytics with python video, you will learn what is Data Analytics, What does a Data Analyst do, Types of Data Analytics, Data Analytics Lifecycle, Applications of Data Analytics
Data Analyst Skills, Introduction to Python, What is Python - basics concepts - Matplotlib - Numpy, Introduction to SQL - Data types, applications, Tables, operators, functions, joins, views, introduction to Data Science - Types of Data Analytics- Lifecycle of Data Science, Data analytics Interview questions.
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00:00 - Introduction
00:11 - What is data analytics?
06:33 - Need for Data Analytics
09:07 - Data analytics: Common Tasks
14:16 - In a Gist
14:27 - Types of data analytics
23:14 - data analytics lifecycle
29:42 - Role of data analytics in various industries
36:07 - Applications: House Price Case Study
50:55 - What Skills Make a Data Analyst?
55:35 - Skills of data scientist and data analyst
01:03:46 - Is Python a new language
01:08:16 - Basics of Data Visualization
01:09:50 - Introduction to matplotlib
01:21:49 - Customizing the bar chart
01:32:25 - How to create a Histogram?
01:37:50 - Hands-on Pie chart
01:46:12 - How to create Numpy Array?
01:59:04 - Inspecting the array: Checking the size of the array
02:05:57 - Return the dimension of the array
02:07:37 - Find the number of elements in an array
02:25:25 - Numpy arrey mathematics
02:37:38 - Numpy Indexing and scaling
02:53:04 - Sub-packages in scipy
03:05:17 - Simple SQL Query
03:06:53 - Applications of SQL
03:09:44 - SQL Tables
03:14:56 - Use a database: Syntax
03:22:00 - Insert query syntax
03:28:27 - Select Distinct Syntax
03:29:51 - Where Clause
04:11:32 - Inner Join
04:19:53 - Right Join : Syntax
04:23:07 - Full Join
04:31:26 - Union Operator
04:41:05 - Data
04:45:35 - Need of data science
05:10:01 - What is data science?
05:17:44 - Types of Data Analytics
05:24:49 - Life cycle of data science
05:46:20 - What are the key difference between data analysis and and data maining?
06:13:02 - Why is Navie Bayes called ‘naive’?
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