Statistics & Data Analytics For Data Science And Business

‪Statistics & Data Analytics For Data Science And Business | Udemy
English | Size: 1.72 GB
Genre: eLearning

A Beginner’s Guide To Statistics & Data Analytics For Data Science and Business Decisions (+Ebook & Templates)

What you’ll learn
Understand the fundamentals of statistics
How To Visualize Different Types of Data
How To Tell The Story Of Your Data With Descriptive Statistics
Calculate the measures of central tendency, asymmetry, and variability
Making Accurate Estimates Using Confidence Intervals
Perform Hypothesis Testing
Use Chi-square Testing To Compare Actual Vs. Expected Results
Use Linear Regression To Develop Predictive Models
Perform Analysis Of Variance To Compare Averages Across Groups v
Ebook: Using Statistics for Better Business Decisions
Automated Excel Templates to do the work for you
Instructor Support

WHY LEARN STATISTICS FOR BUSINESS DECISION-MAKING?

More and more organizations around the globe are expecting professionals will make data-driven decisions. Employees, team leaders, managers, and executives who can think quantitatively are in high demand. This course is for beginners in statistics and covers the role statistics plays in the business world and in making data-driven decisions.

WHY LEARN STATISTICS FOR DATA SCIENCE CAREERS?

Data Science enables companies to efficiently understand gigantic data from multiple sources and derive valuable insights to make smarter data-driven decisions. Data Science is widely used in various industry domains, including marketing, healthcare, finance, banking, policy work, and more. in data science, statistics is at the core of sophisticated machine learning algorithms, capturing and translating data patterns into actionable evidence. Data scientists use statistics to gather, review, analyze, and draw conclusions from data, as well as apply quantified mathematical models to appropriate variables.

WHY THIS COURSE?

The goal of this course is to improve your ability to identify a problem, collect data, and organize and analyze data, which will aid in making more effective decisions. You will learn techniques that can help any manager or businessperson responsible for decision-making.

This course has been created for decision-makers whose primary goal is not just to do the calculation and the analysis, but to understand and interpret the results and make recommendations to key stakeholders. You will also learn how the popular business software, Microsoft Excel, can support this process. This course will provide you with a solid foundation for thinking quantitatively within your company.

HOW IS THIS A HIGHLY PRACTICAL COURSE?

To help facilitate this objective, this course follows two fictitious companies that encounter a series of business problems, while demonstrating how managers would use the concepts in the book to solve these problems and determine the next course of action.

WHO IS THIS COURSE FOR?

This course is intended for beginners, and the student does not require prior statistical training. All computations will be completed using Microsoft Excel and training will be provided within the course.

WHAT AM I GOING TO LEARN?

Professor Bateh’s Introductions – each module includes a clear and concise introduction by Dr. Justin Bateh on what you will learn in each module, and most importantly, why it’s important.

Theoretical Explanation – Dr. Bateh’s team of associates provide a deep into the theory of statistics, if you wish, to learn the how behind what we are studying.

Real-World Company Problems – this course follows two fictitious companies that encounter a series of business problems while demonstrating how managers would use the concepts in the course to solve these problems and determine the next course of action.

Guided Demonstrations For Solving Problems – each module has a demonstration of how to solve the real-world problem that one of the two companies we are following encountered prepared by Dr. Bateh’s and his team of associates.

Additional Resources – you also get Dr. Bateh 300+ page ebook on using statistics for better business decisions + 11 customizable and automated excel templates.

Who this course is for:
Any manager or businessperson responsible for decision-making
Anyone who wants to learn statistics for business analytics
Anyone who wants to learn statistics from scratch
Anyone interested in a career in data science or business analytics
Business executives
Individuals who are passionate about numbers