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This project focuses on building a strong foundation on the concept of Statistical analysis and Hypothesis Testing to classify each customer into either profitable or non-profitable buckets.
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Difficulty: AdvancedDesigned for those with a technical background or industry experience
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Duration: Approximately 3 hours
Course Overview
- Making a statistical determination utilizing experimental data requires the application of the statistical approach known as hypothesis testing. To identify which statement is best supported by the sample data, hypothesis testing compares two statements about a population that are mutually exclusive.
- The primary source of income for banks is interest earned on various loans. Grouping clients with similar characters allows banks to make better judgments of their current and potential customers. Profiling helps in recognizing the issuer’s decisions about whom to give banking facilities to and what should be the credit limit and increase customer base, create custom products, micro-target sales and improve customer experience through focused customer relationships.
- Learn to gather data using statistical approaches, use analytical strategies, and create compelling strategies to profile customers.
What’s included
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Skills you will learn
Associated Learning Tracks
How it Works
Learn new skills that will boost your career by enrolling in courses across data analytics, data science, ML and AI. These courses will utilize readings, videos, quizzes, data cases, and even coding exercises to teach you skills and concepts in a way that will solidify your new knowledge for hands-on application.
With our hands-on projects, you will take your newly learned skills along with our 750+ low-code/no-code functions and embedded coding console to complete milestone-based projects. Once completed, you will have effectively applied new skills and concepts to real-world data cases that can be translated directly into your career.
Complete assessments and track your progress in real-time to benchmark your proficiency in relation to key functional areas. As you progress through your courses, our patented platform will utilize ML and AI to record and analyze your inputs and output to provide active feedback and recommendations that will help you learn more effectively than the standard Letter Grade system used today.
Complete courses to earn sharable certificates and badges. These awarded items will be look great in your portfolio as you showcase your skills and project experience to employers and colleagues.
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Rolai’s patented process provides a personalized learning process for each user. Rolai goes deeper than simply learning concepts and testing your skills. At Rolai, learners can apply their skills to actual industry use cases and projects.
Our courses include readings, videos, quizzes, and hands-on data cases that are completed using our virtual lab; give learners an applied learning experience.
No additional tools are needed to begin learning with Rolai. Our virtual lab contains the necessary data workspace and an embedded coding console.
- We have internal SMEs across industries and domains that we work with to develop relevant content and assure quality datasets and problem statements.
- We also work with enterprises and universities to develop new content directed towards their industry and expertise.
