from29.30CAD/ h
Data Analytics , Statistics , statistical Analysis
الإحصاء الوصفي
انواع المتغيرات
الجداول التكرارية
مقاييس المركز
مقاييس الانتشار
مقاييس الالتواء
عرض اليبانات متغير واحد
عرض اليبانات متغيرين
فترات الثقة لمعلمة سكانية واحدة ومعلمتين سكانيتين
فرضية الاختبار لمعلمة مجتمعية واحدة ومعلمتين سكانيتين
تحليل التباين ANOVA
تحليل الارتباط
تحليل الانحدار
انواع المتغيرات
الجداول التكرارية
مقاييس المركز
مقاييس الانتشار
مقاييس الالتواء
عرض اليبانات متغير واحد
عرض اليبانات متغيرين
فترات الثقة لمعلمة سكانية واحدة ومعلمتين سكانيتين
فرضية الاختبار لمعلمة مجتمعية واحدة ومعلمتين سكانيتين
تحليل التباين ANOVA
تحليل الارتباط
تحليل الانحدار
Location
Online via webcam
General info
Skills:
Age: | Adults (18-64 years old) |
---|---|
Student level: | Beginner Intermediate Advanced |
Duration: | 60 minutes 90 minutes |
The class is taught in: | English, Arabic |
About Me
Current PHD candidate, Cairo universityMaster degree in Statistics, Cairo University, Egypt.
More than 10 years of experience in teaching statistics and relevant subjects, such as Statistics and Probability, Data Analytics, Mathematics, Calculus, Regression Analysis, Linear Algebra, Non parametric Statistics, operation research, and Econometrics
Teaching and analyzing data using Excel, SPSS, Stata, Minitab and R-programming
Education
Current PHD candidate, Cairo universityMaster degree in Statistics, Cairo University, Egypt
Bachelor degree in Statistics, minor computer science Cairo University, Egypt
Experience / Qualifications
More than 10 years of experience in teaching statistics and relevant subjects, such as Statistics and Probability, Data Analytics, Mathematics, Calculus, Regression Analysis, Linear Algebra, Non parametric Statistics, operation research, and EconometricsTeaching and analyzing data using Excel, SPSS, Stata, Minitab and R-programming.
Course Description
Running the Program
Browsing the SPSS menus
creating new file
opening existing file
importing data file
variable view
creating new variable
Types of variables
entering data
descriptive statistics
frequency tables
graphical presentation
confidence intervals for one population parameter and two population parameter
testing hypothesis for one population parameter and two population parameter
Analysis of Variance ANOVA
Regression Analysis
Module 1: Introduction to Data Analysis
Understanding Data Analysis: Purpose and Scope
Overview of Excel as a Data Analysis Tool
module 2:Introduction to Excel Interface and Tools
Data Entry and Formatting
Basic Formulas and Functions
SUM, AVERAGE, COUNT, etc.
Introduction to Cell Referencing (Relative, Absolute, Mixed)
Module 3:Data Cleaning and Preparation
Importing Data from Various Sources (CSV, Text, Databases)
Data Cleaning Techniques
Removing Duplicates
Handling Missing Data
Data Validation
Working with Text Functions
LEFT, RIGHT, MID, TRIM, CONCATENATE
Module 4: Data Analysis Tools in Excel
Sorting and Filtering Data
Conditional Formatting
Using PivotTables and Pivot Charts
Subtotals and Summarizing Data
Data Tables and Scenario Analysis
Practical Exercise: Analyzing Sales Data
Module 5: Advanced Functions and Formulas
Logical Functions
IF, AND, OR, NOT
Lookup Functions
VLOOKUP, HLOOKUP, INDEX, MATCH, XLOOKUP
Mathematical and Statistical Functions
ROUND, RANK, STDEV, MEDIAN
Array Formulas
Practical Exercise: Creating a Dynamic Dashboard
Module 6: Data Visualization
Principles of Data Visualization
Creating Charts and Graphs
Line, Bar, Pie, Scatter, Combo Charts
Formatting and Customizing Charts
Using Sparklines for Quick Insights
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Ex. "Hi, when are you available to meet for a lesson?"
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from C$29.30Online via webcam
100% Satisfaction Guarantee
Good-fit Instructor Guarantee
If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.
Online reputation
- Instructor since June 2023
- Phone number verified
- Google connected
- Linkedin connected
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(GMT -05:00) New York
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from C$29.30Online via webcam
Good-fit Instructor Guarantee
If you are not satisfied after your first lesson, Apprentus will find you another instructor or will refund your first lesson.
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