Advanced Analytics and Ethics in Business Analytics from Pluralsight

This course will teach you about advance analytics and ethics in business analytics to help you develop proficiency in the ethical analysis of business data and enable data-driven decision-making.

With the pressing requirement to solve business problems and provide a basis for making business decisions in a more data-driven context, the need to have a comprehensive understanding of the fundamental concepts and techniques of business analytics and how to apply them in their respective functions in their belonging organization is even more heightened. In this course, Advanced Analytics and Ethics in Business Analytics, you’ll learn about the fundamental concepts and techniques of business analytics and how to apply them in your respective functions in your belonging organization. First, you’ll be introduced to the fundamentals, techniques, and ethics surrounding business analytics in general. Next, you’ll learn about the different advanced analytic techniques in business analytics. Finally, you’ll discover the ethical considerations and real-world examples of the techniques presented. When you’re finished with this course, you’ll have the skills and knowledge of advanced analytics and ethics in business analytics that are needed to develop your proficiency in the ethical analysis of business data and enable data-driven decision-making.

What's inside

Syllabus

Course Overview

Overview of Techniques and Ethics in Business Analytics

Predictive Analytics and Data Mining: Forecasting, Uncovering Data Patterns

Predictive and Prescriptive Analytics: Decision-making, Problem-solving

Correlation and Regression Analysis: Identifying Relationships, Making Predictions

Regression and Classification Techniques: Predicting Outcomes , Modeling

Time Series Analysis: Forecasting Time-dependent Data

AI and Machine Learning : Automating Data Analysis and Decision-making

Text and Sentiment Analysis: Analyzing Unstructured Data

Good to know

Know what's good

, what to watch for

, and possible dealbreakers

Explores concepts and techniques used in business analytics, which is a standard practice in many industries

Develops ethical analysis of business data and enables data-driven decision-making, which are core skills for business professionals

Covers advanced analytical techniques commonly found in business data analysis

Examines topics such as predictive and prescriptive analytics, regression and classification techniques, and time series analysis, which are highly relevant to business decision-making

Includes an overview of AI and machine learning techniques used in data analysis and decision-making

Taught by Wilvie Anora, who is an experienced instructor in business analytics

Career center

Learners who complete Advanced Analytics and Ethics in Business Analytics will develop knowledge and skills that may be useful to these careers:

Data Analyst

As a Data Analyst, you will be responsible for collecting, cleaning, and analyzing data to help businesses make informed decisions. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Data Analyst.

See salaries and explore the career path for Data Analyst

Data Scientist

As a Data Scientist, you will use your skills in statistics, programming, and machine learning to solve complex business problems. This course will help you build a strong foundation in the fundamentals of data science, including predictive analytics, time series analysis, and text and sentiment analysis. You will also learn about the ethical considerations of working with data, which is increasingly important in today's data-driven world.

See salaries and explore the career path for Data Scientist

Machine Learning Engineer

As a Machine Learning Engineer, you will be responsible for developing and deploying machine learning models to solve a variety of business problems. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Machine Learning Engineer.

See salaries and explore the career path for Machine Learning Engineer

Business Analyst

As a Business Analyst, you will be responsible for identifying and solving business problems using data analysis. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Business Analyst.

See salaries and explore the career path for Business Analyst

Data Engineer

As a Data Engineer, you will be responsible for designing and building the infrastructure that stores and processes data. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Data Engineer.

See salaries and explore the career path for Data Engineer

Quantitative Analyst

As a Quantitative Analyst, you will be responsible for using mathematical and statistical models to analyze financial data. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Quantitative Analyst.

See salaries and explore the career path for Quantitative Analyst

Statistician

As a Statistician, you will be responsible for collecting, analyzing, and interpreting data. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Statistician.

See salaries and explore the career path for Statistician

Market Researcher

As a Market Researcher, you will be responsible for conducting research to understand consumer behavior. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Market Researcher.

See salaries and explore the career path for Market Researcher

Financial Analyst

As a Financial Analyst, you will be responsible for analyzing financial data to make investment recommendations. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Financial Analyst.

See salaries and explore the career path for Financial Analyst

Operations Research Analyst

As an Operations Research Analyst, you will be responsible for using mathematical and statistical models to solve business problems. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Operations Research Analyst.

See salaries and explore the career path for Operations Research Analyst

Management Consultant

As a Management Consultant, you will be responsible for helping businesses solve problems and improve their performance. This course will help you develop the skills you need to be successful in this role, including data mining, predictive analytics, and machine learning. You will also learn about the ethical considerations of working with data, which is essential for any Management Consultant.

See salaries and explore the career path for Management Consultant

Software Engineer

As a Software Engineer, you will be responsible for designing, developing, and maintaining software applications. This course may be useful for you if you are interested in developing software applications that use data analysis and machine learning.

See salaries and explore the career path for Software Engineer

Computer Scientist

As a Computer Scientist, you will be responsible for developing new theories and technologies in computer science. This course may be useful for you if you are interested in developing new algorithms and data structures for data analysis and machine learning.

See salaries and explore the career path for Computer Scientist

Data Architect

As a Data Architect, you will be responsible for designing and managing data systems. This course may be useful for you if you are interested in designing data systems that can handle large amounts of data and support data analysis and machine learning.

See salaries and explore the career path for Data Architect

Database Administrator

As a Database Administrator, you will be responsible for managing and maintaining databases. This course may be useful for you if you are interested in managing databases that store data for data analysis and machine learning.

See salaries and explore the career path for Database Administrator