MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz
Language: English | Size: 0.98 GB | Duration: 1h 32m
Statistics for Business: Descriptive and Inferential statistics, Probability, Hypothesis testing, Regression analysis
What you’ll learn
Understand the fundamentals of statistics and probability
How to Description data using Excel
Be able to understand different types of data
Understand how regression models work
Understand how to use various statistical distributions
Apply statistical methods and hypothesis testing to business problems
No prerequisites. Course is designed for beginners.
Willingness to learn and practice.
Excel (Trial or Full version)
In every aspect of my life, whether professional or personal – having a better understanding of numbers allows me to improve my performance and understanding of business.
I am an Operations Management Professional in the largest Oil and Gas service company with extensive hand-on experience from Lean Six Sigma and Maintenance & Reliability.
LET’S BUILD SOUND STATISTICS FOUNDATION TOGETHER – PRACTICAL THINGS THAT YOU NEED IN BUSINESS
I have tailored the course to reflect the business needs I had in the past and teach you new skill. Statistics Essentials Training course is divided in following sections
SETTING UP EXCEL – we go though basic math functions in Excel and install the Excel’s Analysis Toolpack, How to make basic graphs and charts in Excel
STATISTICS OVERVIEW – brief overview of statistics, collecting & analyzing data, designing studies
PROBABILITY – How to calculate probability, combinations, variations, permutations
DESCRIPTIVE STATISTICS – Central tendency measurements, means, median, mode, weighted mean.
MEASURES OF SPREAD – Range, Standard deviation, Z-Score, Confidence interval, Z-score, T-Score
HYPOTHESIS TEST – How to do it, Significance levels, P-values
REGRESSION ANALYSIS – Simple linear, how to do regression analysis in Excel, Correlation Coefficient
CHARTS AND GRAPHS – Pie chart, Bar Graphs, Histograms
INSIDE EACH SECTION, STUDENTS WILL GET
Videos: You will see me explain statistics and probability from the beginning. I will be using blackboard, graphs and Excel to help you understand the topics.
Notes: The notes section of each lesson is where you find the most important things to remember. All the things you need in one place.
Quizzes: Each section is accompanied by a knowledge test. If you pass – move on. If you don’t – ask questions in Q&A section and review materials.
YOU’LL ALSO GET
Lifetime access to Statistics Essentials Training
Udemy Certificate of Completion available for download
30-day money back guarantee
Together we will work towards creating a sound statistics foundation on which you can build on. Weather you want to pass an exam, become lean six sigma professional or if you are planning to become a data scientist.
We will cover theory and you will have practice quizzes and questions along the way to reinforce your knowledge.
My goal is to help you learn new skills, so feel free to ask me any question and I will make sure to follow up.
Who this course is for
People who want a career in Data Science
People who want a career in Business Intelligence
Lean Six Sigma Professionals
Anyone interested to gain foundation in statistics