- Linear Regression
- Selecting an Analytical Methodology
- Problem Solving Framework
- Project: Predicting Sales for a Catalog Launch
Intermediate
Online
2 Months
Quick facts
particular | details | |||
---|---|---|---|---|
Collaborators
Alteryx, Inc
|
Medium of instructions
English
|
Mode of learning
Self study, Virtual Classroom
|
Mode of Delivery
Video and Text Based
|
Learning efforts
10 Hours Per Week
|
Course overview
The Predictive Analysis for Business Nanodegree Programme by Udacity has been designed to enable you to master solving complex problems with data through a scientific approach. The course will help you become fluent in two leading software packages called Alteryx and Tableau. Alteryx enables you to prepare, blend, and analyse data quickly, and on the other hand, a Tableau is a powerful tool for data visualisation.
The Udacity Predictive Analysis for Business Online Course covers complex data-related concepts such as creating mental models to define business-related issues as well as visualising data to improve the performance of predictive models. Furthermore, the programme has been designed to implement and identify a variety of techniques for predictive modelling.
In addition, the Nanodegree programme incorporates real-world projects to help you in skill-building through practical knowledge. You will also receive feedback from the network of project reviewers routinely.
The highlights
- Flexible learning
- Real-world projects
- Project reviews and feedback
- Interview preparations
- Resume Services
- LinkedIn profile review
- Career coaching sessions
- Technical mentor support
Program offerings
- Real-world projects
- Project feedback
- Flexible learning
- Career coaching
- Resume services
- Student workspaces
Course and certificate fees
The Predictive Analysis for Business Programme fee has two payment models: Pay upfront or Pay on a monthly basis. Udacity often provides discounts on programme fees that you can avail of.
ELK Stack Training and Certification Fee Structure
Training Option | Fee in INR |
Self-paced online training | Rs. 20,500 |
certificate availability
certificate providing authority
Eligibility criteria
- To enrol in the Predictive Analysis for Business Course by Udacity, you must be familiar with descriptive statistics, algebra as well as have some experience working with data in Excel.
- Besides, if you have a working knowledge of SQL and Tableau, then you can have an added advantage in the course, but it is not a necessity. Also, it would be helpful if you have an interest in basic mathematics.
Certificate Qualifying Details
In order to get the certificate, candidates need to submit the project for review, based on which they will receive the certificate.
What you will learn
Upon completion of the Predictive Analysis for Business by Udacity, you will have:
- Proficiency in using predictive analytics to support decision-making.
- Ability to use software tools like Alteryx and Tableau that help you analyse and visualise data quickly and efficiently.
- Skills to build structured frameworks to solve problems with advanced analytics.
- Knowledge of creating mental models to define and tackle business issues clearly.
Who it is for
Admission details
Here are the steps to apply for Predictive Analysis for Business Course by Udacity:
Step 1. Visit the official page of Udacity.
Step 2. Find the “Programs” tab and choose “Data Science.” Next, select the “Predictive Analysis for Business” from the course list.
Step 3. Now, find and click on the “Enrol Now” button to get the free trial prompt.
Step 4. You need to sign up with either your email ID, Google account, or Facebook account.
Step 5. Finally, you can access the classroom and start with the seven-day trial before you make the course fee payment.
Filling the form
To enrol in the Predictive Analysis for Business Programme, you only need to sign up for the programme. There is no application form. You can enjoy the seven-day free trial by signing in with your email ID, Facebook account, or Google account.
The syllabus
Problem Solving with Advanced Analytics
Data Wrangling
- Data Blending
- Understanding Data
- Data Formatting
- Data Issues
- Project: Creating an Analytical Dataset
Classification Models
- Non-Binary Classification Models
- Binary Classification Models
- Classification Problems
- Project: Predicting Loan Default Risk
A/B Testing
- A/B Testing Fundamentals
- Matched Pair Design Tests
- Randomized Design Tests
- Matched Pair Practice
- Project: A/B Test a Menu Launch
Time Series Forecasting
- Fundamentals of Time Series Forecasting
- ARIMA Models
- ETS Models
- Analysing and Visualizing Results
- Project: Forecasting Video Game Demand
Segmentation and Clustering
- Segmentation Fundamentals
- Variable Reduction
- Preparing Data for Clustering
- Clustering Models
- Creating Visualization with Tableau
- Validating and Applying Clusters
- Project: Combining Predictive Techniques
How it helps
The Online Predictive Analysis for Business Course by Udacity primarily trains you to master the skills of predicting outcomes by analysing data. Predictive analytics uses various techniques that include data mining, statistics, machine learning, modelling, and AI to analyse current data to make future predictions. That helps with better decision-making and coming up with better solutions for multiple issues. Therefore, you can learn how to assess future outcomes by using the techniques of predictive analysis.
The curriculum of the Predictive Analysis for Business Nanodegree is designed in the most practical way to maximise learnings for professionals. As after every module, you have to submit projects, you will receive personalised feedback in return. Udacity also provides features such as custom study plans and progress trackers that can help you learn to the best of your abilities.
Instructors
Mr Patrick Nussbaumer
Instructor
Alteryx, Inc
Mr Ben Burkholder
Instructor
Alteryx, Inc
Ms Maureen Wolfson
Instructor
Alteryx, Inc
Mr Rod Light
Instructor
Alteryx, Inc
Ms Tony Moses
Solutions Engineer
Alteryx, Inc
FAQs
After completing the Predictive Analysis for Business Course, you can apply to a variety of positions that include, but are not limited to- Data Analyst, Business Analyst, Market Analyst, Product Manager, and Management Consultant.
The Udacity Online Predictive Analysis for Business Programme is a Nanodegree Programme where all applicants, regardless of experience and background, are accepted. You just have to enrol in the programme through our website and pay the fees.
The Udacity Predictive Analysis for Business Course requires you to complete multiple projects throughout the duration of the course, which will be reviewed by a reviewing team. You will also be given feedback based on your performance.
Other than providing many desirable skills that are in high demand by employers, Udacity also provides resume services, interview preparation, and career counselling to help you post the completion of the course.
The Data Analyst Nanodegree Programme by Udacity requires coding experience and deeper statistics knowledge from the candidates. Whereas, the Online Predictive Analysis for Business Course does not get into coding and focuses on the use of predictive analytics for supporting decision-making.
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