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Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set

Chris Shockley

In this 1-hour long project-based course, you will learn how to (complete a training and test set using an R function, practice looking at data distribution using R and ggplot2, Apply a Neural Net model to the data, and examine the results using a Confusion Matrix.

Note: This course works best for learners who are based in the North America region. We’re currently working on providing the same experience in other regions.

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What's inside

Syllabus

Project Overview

Here you will describe what the project is about. It should give an overview of what the learner will achieve by completing this project.

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Suitable for learners in North America region with focus on this geographic area

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Reviews summary

Beginner-friendly intro to neural networks

Learners say this course is easy to follow and provides a well-rounded introduction to the basics of neural networks. Beginners especially appreciate the clear and concise teaching style and step-by-step approach. Real world examples and interactive projects contribute to a highly engaging learning experience.

Plenty of real world examples and assignments

"real world examples helped me understand the concepts better"

"interactive projects were a great way to apply what I learned"

"assignments were challenging but fair"

Course is beginner-friendly

"great intro to neural networks for beginners"

"clear and concise teaching style"

"step-by-step approach made it easy to follow"

Covers only the basics of neural networks

"just a basic overview of neural networks"

"wanted to learn more advanced techniques"

Activities

Coming soon We're preparing activities for Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set. These are activities you can do either before, during, or after a course.

Career center

Learners who complete Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set will develop knowledge and skills that may be useful to these careers:

Data Scientist

Data Scientists use their skills in programming, statistics, and machine learning to extract insights from data. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of predictive analytics.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

Machine Learning Engineers design and develop machine learning models to solve real-world problems. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course can help you build a foundation in the fundamentals of machine learning, including data preparation, model building, and evaluation. This course would be particularly useful for those who wish to pursue a career in the field of artificial intelligence.

See salaries and explore the career path for Machine Learning Engineer

Data Analyst

Data Analysts use their skills in data analysis, visualization, and communication to help businesses make better decisions. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of business intelligence.

See salaries and explore the career path for Data Analyst

Statistician

Statisticians use their skills in data analysis, modeling, and forecasting to solve real-world problems. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of data science.

See salaries and explore the career path for Statistician

Quantitative Analyst

Quantitative Analysts use their skills in mathematics, statistics, and programming to develop models to predict financial markets. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of financial engineering.

See salaries and explore the career path for Quantitative Analyst

Software Engineer

Software Engineers design, develop, and maintain software systems. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of data engineering.

See salaries and explore the career path for Software Engineer

Data Engineer

Data Engineers design, build, and maintain data pipelines to support data analytics and machine learning applications. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of data infrastructure.

See salaries and explore the career path for Data Engineer

Business Analyst

Business Analysts use their skills in data analysis, process improvement, and communication to help businesses make better decisions. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of operations research.

See salaries and explore the career path for Business Analyst

Financial Analyst

Financial Analysts use their skills in financial modeling, analysis, and forecasting to help businesses make better decisions. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of corporate finance.

See salaries and explore the career path for Financial Analyst

Actuary

Actuaries use their skills in mathematics, statistics, and finance to assess risk and develop insurance products. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of insurance.

See salaries and explore the career path for Actuary

Risk Analyst

Risk Analysts use their skills in data analysis, modeling, and forecasting to identify and mitigate risks. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of risk management.

See salaries and explore the career path for Risk Analyst

Operations Research Analyst

Operations Research Analysts use their skills in mathematics, modeling, and optimization to solve business problems. The Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set course would be a valuable addition to your resume, as it would demonstrate your proficiency in these skills. This course would be particularly helpful for those who wish to specialize in the field of operations management.

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Reading list

We've selected 15 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Predict Gas Guzzlers using a Neural Net Model on the MPG Data Set.

Statistical Foundations of Actuarial Learning and...