Brief Introduction
Using advanced analytics is less about being a statistics wiz and more about understanding how to approach problems and knowing what tools to use. In this course you will be introduced to predictive analytics, a powerful tool to help businesses analyze data and predict future outcomes and trends. You’ll learn a scientific approach to solving problems with data, a foundational skill for anyone interested in making data driven decisions in a business context. You'll be introduced Alteryx, a data aCourse Summary
Learn how to solve complex problems using advanced analytics techniques such as optimization, simulation, and decision trees. This course will teach you how to apply these methods to real-world business problems and make data-driven decisions.Key Learning Points
- Learn advanced analytics techniques such as optimization, simulation, and decision trees
- Apply these methods to real-world business problems
- Make data-driven decisions to solve complex problems
Related Topics for further study
Learning Outcomes
- Understand and apply advanced analytics techniques such as optimization, simulation, and decision trees
- Solve complex problems using data-driven decision making
- Apply these methods to real-world business problems
Prerequisites or good to have knowledge before taking this course
- Basic knowledge of statistics
- Familiarity with Excel or other spreadsheet software
Course Difficulty Level
IntermediateCourse Format
- Self-paced online course
- Project-based
- Real-world business problems
Similar Courses
- Data Analytics
- Business Analytics
- Applied Data Science with Python
Related Education Paths
Related Books
Description
Learn a scientific approach to solving problems with data, a foundational skill for anyone interested in making data driven decisions in a business context.Requirements
- No programming experience required Interested in using data to make better business decisions Alteryx license (provided to nanodegree students at no cost, compatible with Windows only) See the Technology Requirements for using Udacity.
Knowledge
- Instructor videosLearn by doing exercisesTaught by industry professionals
Outline
- lesson 1 The Analytical Problem Solving Framework Learn a framework for structured problem solving. Get introduced to predictive analysis. See examples of a variety of business problems. lesson 2 Selecting an Analytical Methodology Learn to select the correct analytical methodology. Get introduced to the Methodogy Map. Learn to recognize numeric vs. non-numeric outcomes. lesson 3 Linear Regression Apply the Problem Solving Framework to a business problem. Learn how to use simple linear regression models. Use categorical variables in linear regression.
Summary of User Reviews
Learn how to solve complex problems using advanced analytics with this highly rated course on Udacity. Users found the course to be informative, engaging, and practical.Key Aspect Users Liked About This Course
The practical approach of the course was highly appreciated by many users.Pros from User Reviews
- The course provides a lot of practical exercises and real-world examples.
- The instructors are knowledgeable and explain complex concepts in a way that is easy to understand.
- The course is well-structured and easy to follow.
- The course covers a wide range of advanced analytics techniques.
- The course is suitable for both beginners and professionals.
Cons from User Reviews
- Some users found the course to be too basic.
- The course could benefit from more in-depth explanations of certain concepts.
- The course requires a basic understanding of statistics and programming.
- Some users found the course to be too focused on theory and not enough on practical applications.
- The course could benefit from more interactive elements such as quizzes and assessments.
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