Predictive Analytics for Business

Online Course

Udacity

Go to Udacity

Start Learning

What is the course about?
Prerequisites & Facts
Cost, Certificate & Degree
Reviews & Experiences

What is the course about?

Predictive Analytics for Business

The course Predictive Analytics for Business is an online class provided by Udacity. It may be possible to receive a verified certification or use the course to prepare for a degree.

Learn to apply predictive analytics and business intelligence to solve real-world business problems

Course description

Predictive Analytics for Business
3 months (10 hrs/week)

Learn to apply predictive analytics and business intelligence to solve real-world business problems.
Learn to analyze data, create dashboards, and build predictive models.
Students who enroll should be familiar with algebra and descriptive statistics and have experience working with data in Excel. Working knowledge of SQL and Tableau is a plus, but not required.See detailed requirements.
In this course, we give you a framework to help you organize and plan your analytical approach. We also introduce both simple Linear Regression and Multiple Linear Regression.
Data Wrangling is at the core of all data activity. In this course you learn how to work with different data types,dirty data, and outliers. You will also learn how to reformat data and join data from different sources together.
Classification models are a powerful tool for business analyst. In this course, you learn more about binary and non-binary classification models and how to use them to drive business insights.
Helping businesses make the best decisions is an essential part of Business Analysis. Planning and executing the analysis of an AB test allow you to provide confident recommendations. In this course, you learn how to create, execute, and analyze an AB test.
Time Series Forecasting is a powerful analytical tool. In this course, you learn how ETS and ARIMA models are used to forecast data and how they deal with trends and seasonality. These skills will be evaluated in the final project.
Segmentation and Clustering are effective methods for finding patterns in your data. In this course, you learn how to prepare data to be clustered appropriately and interpret results.
To prepare for this program, we recommend that you take Udacity’s Business Analytics Nanodegree program to learn Excel, SQL, and Tableau.
To prepare for this program, we recommend that you take Udacity’s Business Analytics Nanodegree program to learn Excel, SQL, and Tableau.

Problem Solving with Advanced Analytics
In this course, we give you a framework to help you organize and plan your analytical approach. We also introduce both simple Linear Regression and Multiple Linear Regression.
Predict Sales for a Catalog Launch
Data Wrangling
Data Wrangling is at the core of all data activity. In this course you learn how to work with different data types,dirty data, and outliers. You will also learn how to reformat data and join data from different sources together.
Create an Analytical Dataset
Classification Models
Classification models are a powerful tool for business analyst. In this course, you learn more about binary and non-binary classification models and how to use them to drive business insights.
Predict Loan Default Risk
A/B Testing
Helping businesses make the best decisions is an essential part of Business Analysis. Planning and executing the analysis of an AB test allow you to provide confident recommendations. In this course, you learn how to create, execute, and analyze an AB test.
A/B Test a Menu Launch
Time Series Forecasting
Time Series Forecasting is a powerful analytical tool. In this course, you learn how ETS and ARIMA models are used to forecast data and how they deal with trends and seasonality. These skills will be evaluated in the final project.
Students who enroll should be familiar with algebra and descriptive statistics and have experience working with data in Excel. Working knowledge of SQL and Tableau is a plus, but not required.

This Nanodegree program offers you the opportunity to master analytical skills valued by top employers, while establishing a portfolio of work demonstrating your ability to solve business problems. After graduating, you will have the skills needed to join a large corporation or a small firm, or even go independent as a freelance business analyst.
As a graduate of this program, you will be well prepared to fill a wide array of business analyst roles. These include: Business Analyst, Business Intelligence Analyst, Market Analyst, Data Analyst, Business Systems Analyst, Product Manager, System Analyst, and Management Consultant.
Data is a transformational force in every business and analysis of data has become a mandatory skill to have to provide value in any organization. If you’re interested in fields such as Business Analytics, Forecasting, Classification, and Data Wrangling this course is the perfect course to take. It provides excellent content to first teach you the skills, you will be connected with a mentor, and you will have the opportunity to complete challenging projects that will demonstrate your new knowledge.
What is the difference between the Data Analyst Nanodegree program and the Predictive Analytics for Business Nanodegree program?
The Predictive Analytics for Business Nanodegree program focuses on using predictive analytics to support decision making, and does not go into coding like the Data Analyst Nanodegree program does. You will use software tools (Alteryx and Tableau) rather than open source programming languages. This Nanodegree program also spends more time exploring predictive analytics, and less time on topics like statistics, data wrangling, and data visualization.
The Data Analyst Nanodegree program requires coding experience and deeper statistics knowledge. It dives further into data wrangling and analytics using Python and SQL. Because data analysts are expected to do a lot more data cleaning, model making, and data processing, this Nanodegree program is accordingly more technical than the Predictive Analytics for Business Nanodegree program.

Start Learning

Prerequisites & Facts

Predictive Analytics for Business

Course Topic

Business

University, College, Institution

Udacity

Course Skill Level

see course summary

Course Language

English

Place of class

Online, self-paced (see curriculum for more information)

Degree

Certificate

Start Learning

Degree & Cost

Predictive Analytics for Business

To obtain a verified certificate from Udacity you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate (399 USD) or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.

Udacity

Predictive Analytics for Business

provided by Udacity

Start Learning