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Data

Data Core Concepts

Get an understanding of the fundamentals of data analysis

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7 Hours 5 Mins
₹7,999/-₹20,000/-
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Created by
Jobaaj Learnings

Course description

In this course, you will learn the fundamentals of different types of data, visualization of the data for decision-making, and application of data analytics to other industries. Anyone interested in becoming a data analyst or analytics manager should consider this course. With the help of this course, One can make better decisions based on data analytics and data science methodologies.

Prerequisite

  • No Prerequisite

Lesson List

1

Getting Started

Know Your Trainer
00:01:43
Data Analytics / Analyst ?
00:14:26
Current & Future State of D&A
00:15:53
Is Your Data Collected?
00:08:27
Why data is the new oil?
00:06:48
Amazon Case Study
00:11:16
Job Roles in Data
00:11:14
Data Providing Companies
00:12:36
Some Stats
00:12:39
What does Gartner Says?
00:11:04
Tasks of a Data Analyst
00:14:25
Types of Data Analysis
00:10:00
2

Data Literacy

Big Data
00:10:17
Metadata
00:07:28
Limitation of excel
00:09:32
Sentimental Analysis
00:11:03
Types of data
00:09:07
Database 1
00:11:46
Database 2
00:16:42
Why RDBMS ?
00:10:21
Cardinality
00:13:06
Database Schema
00:15:53
DB vs Warehouse vs Lake
00:14:51
Data Server
00:08:48
Data Center
00:06:26
Cloud vs on-premises Data Storage
00:12:00
Data Type
00:10:02
Data Wrangling
00:11:00
Outliers
00:05:30
EDA
00:10:16
3

Miscellaneous Concepts

Aggregation & granularity
00:11:12
Measure of Central Tendency
00:15:14
Imputation
00:08:12
Deviation
00:18:38
Distribution
00:13:10
What is KPI
00:08:22
Best Practices for Charts
00:14:13
Best Practices for Charts -2
00:11:40

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