課程介紹

Is statistics a driving force in the industry you want to enter? Do you want to work as a Marketing Analyst, a Business Intelligence Analyst, a Data Analyst, or a Data Scientist?

Well then, you’ve come to the right place!  

Statistics for Data Scie

…[更多細節]

哪些人適合這堂課？

• People who want a career in Data Science
• People who want a career in Business Intelligence
• Business analysts
• Business executives
• Individuals who are passionate about numbers and quant analysis
• Anyone who wants to learn the subtleties of Statistics and how it is used in the business world
• People who want to start learning statistics
• People who want to learn the fundamentals of statistics

學習目標

• Understand the fundamentals of statistics
• Learn how to work with different types of data
• How to plot different types of data
• Calculate the measures of central tendency, asymmetry, and variability
• Calculate correlation and covariance
• Distinguish and work with different types of distributions
• Estimate confidence intervals
• Perform hypothesis testing
• Make data driven decisions
• Understand the mechanics of regression analysis
• Carry out regression analysis
• Use and understand dummy variables
• Understand the concepts needed for data science even with Python and R!

課程介紹

HOW BECOME A PROBABILITY & STATISTICS MASTER IS SET UP TO MAKE COMPLICATED MATH EASY:

This 163-lesson course includes video and text explanations of everything from Probability and Statistics, and it includes 45 quizzes (with solutions!) and an addi

…[更多細節]

哪些人適合這堂課？

• Current probability and statistics students, or students about to start probability and statistics who are looking to get ahead
• Homeschool parents looking for extra support with probability and statistics
• Anyone who wants to study math for fun after being away from school for a while

學習目標

• Visualizing data, including bar graphs, pie charts, venn diagrams, histograms, and dot plots
• Analyzing data, including mean, median, and mode, plus range and IQR and box-and-whisker plots
• Data distributions, including mean, variance, and standard deviation, and normal distributions and z-scores
• Probability, including union vs. intersection and independent and dependent events and Bayes’ theorem
• Discrete random variables, including binomial, Bernoulli, Poisson, and geometric random variables
• Sampling, including types of studies, bias, and sampling distribution of the sample mean or sample proportion, and confidence intervals
• Hypothesis testing, including inferential statistics, significance level, type I and II errors, test statistics, and p-values
• Regression, including scatterplots, correlation coefficient, the residual, coefficient of determination, RMSE, and chi-square

課程介紹

Welcome to Python for Statistical Analysis!

This course is designed to position you for success by diving into the real-world of statistics and data science.

Learn through real-world examples: Instead of sitting through hours of theoretical c

…[更多細節]

哪些人適合這堂課？

• Data Scientists who want to add to their skillset statistical analysis
• Data Scientists who want to do machine learning but want some more statistical foundations before jumping in
• Students wanting to learn applied statistics for research, coursework or business

學習目標

• Gain deeper insights into data
• Use Python to solve common and complex statistical and Machine Learning-related projects
• How to interpret and visualize outcomes, integrating visual output and graphical exploration
• Learn hypothesis testing and how to efficiently implement tests in Python

課程介紹

If you are aiming for a career as a Data Scientist or Business Analyst then brushing up on your statistics skills is something you need to do.

But it’s just hard to get started… Learning / re-learning ALL of stats just seems like a daunting task.

…[更多細節]

哪些人適合這堂課？

• Anybody who wants to master stats for business analytics
• Anybody who wants to learn stats from the ground up
• Anybody who wants to get hands-on experience with stats

學習目標

• Understand what a Normal Distribution is
• Understand standard deviations
• Explain the difference between continuous and discrete variables
• Understand what a sampling distribution is
• Understand the Central Limit Theorem
• Apply the Central Limit Theorem in practice
• Apply Hypothesis Testing for Means
• Apply Hypothesis Testing for Proportions
• Use the Z-Score and Z-Tables
• Use the t-Score and t-Tables
• Understand the difference between a normal distribution and a t-distribution
• Understand and apply statistical significance
• Create confidence intervals
• Understand the potential pitfalls of overusing p-Values

課程介紹

This workshop is designed to help you make sense of basic probability and statistics with easy-to-understand explanations of all the subject’s most important concepts. Whether you are starting from scratch or if you are in a statistics class and stru

…[更多細節]

哪些人適合這堂課？

• Current students who are (or will soon be) taking a course in introductory statistics with their home institutions
• People in business who want a better grasp of probability and statistics.

學習目標

• By the end of this workshop you should be able to pass any introductory statistics course
• This workshop will teach you probability, sampling, regression, and decision analysis

課程介紹

Welcome to Probability and Statistics for Business and Data Science!

In this course we cover what you need to know about probability and statistics to succeed in business and the data science field!

This practical course will go over theory and imp

…[更多細節]

哪些人適合這堂課？

• Someone interested in learning how to apply probability and statistics to business or data science

學習目標

• Understand the basics of probability
• Be able to implement basic statistics
• Understand how to use various statistical distributions
• Apply statistical methods and hypothesis testing to business problems
• Understand how regression models work
• Implement one way and two way ANOVA
• Understand Chi Squared Tests
• Be able to understand different types of data

課程介紹

Start loving data and making sense of it. Leverage the power of MS Excel to make it easy!

Learn statistics, and apply these concepts in your workplace using Microsoft Excel.

This course is about Statistics and Data Analysis. The course will teach y

…[更多細節]

哪些人適合這堂課？

• Business managers and data analysts who are trying make decision based on data and facts
• Six Sigma Green and Black Belt professionals using MS Excel to conduct statistical analysis

學習目標

• You will learn Descriptive and Inferential Statistics with the help of simple but practical examples.
• You will learn to use the power of Microsoft Excel to perform statistical calculations for you. No need to remember long formulas and equations.
• You will understand statistics from basic to advance level to solve business problems using Microsoft Excel.
• You will learn to make sense out of vast amount of data around you, to make fact based decisions.

課程介紹

You should take this course! 

• If you need a complete and comprehensive package that covers SAS programming, intuitive statistics interpretation, data analysis, and predictive modeling, and

• If you would like to learn by doing various practical u

…[更多細節]

哪些人適合這堂課？

• Beginners or job seekers interested in learning SAS Programming, statistical and data analysis in industry fields.
• People who wish to enter data science/analytics field.

學習目標

• Be equipped with a powerful tool for the most sexy data analytics career path!
• Read and write various types of raw data with different formats and options
• Create and modify various professional and statistical reports
• Be aware of statistical analysis and concepts such as non parametric test, interaction, correlation..
• Master the most complete SAS graphics tool such GTL and statistical plots
• Learn comprehensive SAS Macro programming knowledge — variables and user defined functions
• Perform many real world case studies — retail banks, credit bureau, marketing firms and clinical trials
• Apply powerful data manipulation — SQL, subsetting, slicing, filtering, transformation, ranking, sorting..
• Understand data management and data piping
• Use SAS ODS — help deliver many useful objects such as charts, tables between different systems
• Hundreds of SAS sample codes to explain arrays, functions and business cases

課程介紹

统计学是您想进入的行业的推动力吗？ 您想成为营销分析师、商业智能分析师、数据分析师数据科学家吗？

那好，那你来对了地方！

这里为您提供了数据科学和商业分析的统计学，还有Excel表格中的模版。

从这里开始，这是个完美的开始！

你很快就能学到一些基础知识，可以帮助你理解复杂的数据分析，并直接运用到现实生活的情况中。我们的课程有以下特点：

· 通俗易懂

· 容易理解

· 实用性强

· 切中要点

· 配套齐全

· 数据驱动

· 带你进入数据科学的世界

· 教你学会数据可视化

…[更多細節]

哪些人適合這堂課？

• 想从事数据科学的人
• 想从事商业智能的人
• 商业分析师
• 企业经理人
• 热衷于数字和数量分析的人
• 想了解统计学奥义及其在商业世界中的运用的人
• 想开始学习统计学的人
• 想学习统计学基础的人

學習目標

• 理解统计学基本知识
• 学会与不同类型的数据打交道
• 如何划分不同类型的数据
• 计算集中趋势、不对称性和变异性的标准
• 计算相关和协方差
• 分辨处理不同类型的分布
• 估算置信区间
• 进行假设检验
• 用数据驱动的决策
• 理解回归分析的原理
• 进行回归分析
• 使用和理解虚拟变量
• 理解数据科学中的概念包括Python和R语言！

課程介紹

SPC (Statistical Process Control) is the most basic tool for Quality improvement， There are many SPC courses in the outside world，but they are all designed for introductory learners，and the time is too long and calculation exercises are required，Ther

…[更多細節]

哪些人適合這堂課？

• 針對忙碌的幹部和工程師，期望在最短時間內學習SPC技能， For busy cadres and engineers, expect to learn SPC skills in the shortest time,

學習目標

• 1.熟悉正確的統計技巧和知識 Familiar with correct statistical techniques and knowledge。
• 2.練習使用各種統計應用工具 Practice using various statistical application tools。
• 3.正確認知全檢和抽樣檢驗理論和實務 Correctly recognize the theory and practice of 100% inspection and sampling inspection。
• 4.熟悉如何看系統找穴位和提升製程能力，及解決問題 Familiar with how to look at the system to find acupuncture points, improve process ability and solve problems。