Mô tả

Business Analytics is a systematic and methodical presentation of data of any organization which is driven out of statistical and numerical analysis. Business analytics is a method which is used by the majority of companies today in order to make decision making effective and efficient. Thus, Business analytics course is a course which helps the students to learn the need and use of business analytics.

Business Analytics serves as a systematic process which is a combination of data analytics and Business Intelligence on the basis of which companies rely on their process of management, I.e. Planning for future goals, controlling the combination of capital and manpower, organizing the process in an efficient way possible, coping up with future-oriented goals and making analysis on the basis of Business Analytics.

Business Analytics is a continuous process which involves collection, processing and analysing the business data and operations, and with the help of statistical models and ideologies, transforming the outcome into business insights. The insights lead to improve the efficiency of the organization to achieve its objectives and early adaption of prone to complications. So, Business Analytics is a systematic presentation of data through which the company achieve their goals and get first-mover advantage in the industry.

Business Analytics prepares students In developing their skills in making business strategies and formulating plans of how to conduct a systematic analysis of organization data and evaluating the best possible outcome that will lead to achieving organizational objectives. Business Analytics is a subset of Business intelligence and specifically focuses on implementing the identified goals into actions. Business intelligence is generally descriptive in nature which provides tools and methods to identify, categorize and analyse raw data and compares with past and current operations.


Bạn sẽ học được gì

Business Analytics

Career in Analytics

Population and Sample

Center Tendency

Percentile

Distribution

Organizing Data

Bubble Chart

Excel Pivots

Correlation

Regression

Hypothesis Testing

Multiple Linear Regression

Multicollinearity

Logistic Regression

Segmentation

Clusters

Decision Trees

Time series Analysis & Forecasting

Yêu cầu

  • Eager to learn & inspire to become business Analyst

Nội dung khoá học

10 sections

Introduction

7 lectures
Introduction - What is Analytics, Benefits from Analytics
12:40
Analytics vs Reporting, Analytics Use Cases Part 1
16:36
Analytics vs Reporting, Analytics Use Cases Part 2
15:26
Analytics Case Studies Part 1
09:10
Analytics Case Studies Part 2
16:51
Analytics Emerging Trends
08:16
Career in Analytics
05:06

Statistics for Business Analytics

6 lectures
Introduction to Statistics
06:21
Population and Sample, Descriptive and Inferential Statistics
15:34
Central Tendency and Dispersion Measures Part 1
17:50
Percentile Concepts
20:29
Exercises using Excel
08:46
Distributions (Normal, Skewed and Uniform)
15:23

Organizing and Graphing Data

6 lectures
Organizing and Graphing Data
09:51
Bubble Chart
13:21
Assignments 1 and 2
06:17
Excel Pivots Part 1
16:36
Excel Pivots Part 2
18:54
Assignment 3
03:51

Correlation and Regression

5 lectures
Correlation Concepts and Exercises Part 1
19:41
Correlation Concepts and Exercises Part 2
17:53
Regression Concepts and Exercises Part 1
21:04
Regression Concepts and Exercises Part 2
15:50
Assignments 4 and 5
01:29

Hypothesis Testing

3 lectures
Re-cap concepts of Dispersion
17:58
Hypothesis Testing Concepts with Examples Part 1
14:22
Hypothesis Testing Concepts with Examples Part 2
20:03

Multiple Regression

4 lectures
Multiple Regression through Exercises Part 1
15:52
Multiple Regression through Exercises Part 2
15:32
Multicollinearity Concept & its impact
18:53
Assignment 6
01:16

Logistic Regression

2 lectures
Logistic Regression
10:57
Logistic Regression Part 2
18:01

Segmentation

4 lectures
Introduction to Segmentation
13:16
Segmentation Techniques (Cluster Analysis) Part 1
20:51
Segmentation Techniques (Cluster Analysis) Part 2
17:58
Segmentation Techniques (Decision Tree)
14:24

Time Series Analysis and Forecasting

5 lectures
Introduction to Time Series
20:56
Forecasting Techniques - Moving Average & Exponential Smoothing Part 1
22:49
Forecasting Techniques - Moving Average & Exponential Smoothing Part 2
10:37
Forecasting Techniques - Double and Triple Exponential Smoothing Part 1
13:35
Forecasting Techniques - Double and Triple Exponential Smoothing Part 2
16:50

Assignment Solutions

6 lectures
Assignment 1
03:33
Assignment 2
09:32
Assignment 3
08:40
Assignment 4
04:06
Assignment 5
02:26
Assignment 6
08:26

Đánh giá của học viên

Chưa có đánh giá
Course Rating
5
0%
4
0%
3
0%
2
0%
1
0%

Bình luận khách hàng

Viết Bình Luận

Bạn đánh giá khoá học này thế nào?

image

Đăng ký get khoá học Udemy - Unica - Gitiho giá chỉ 50k!

Get khoá học giá rẻ ngay trước khi bị fix.