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    Mahmoud
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    Data Analysis using Excel " Analysis and Visualization"

    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

    Location

    Online via webcam

    General info

    Age:
    Teenagers (13-17 years old)
    Adults (18-64 years old)
    Student level:
    Beginner
    Intermediate
    Advanced
    Duration:
    60 minutes
    90 minutes
    The class is taught in:English, Arabic

    About Me

    PHD 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

    PHD in Statistics, Cairo university
    Master 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 Econometrics
    Teaching 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
    Descriptive statistics Types of variables Frequency tables Center dimensions Diffusion measures Torsion scales Display data in one variable The data display is variable Confidence intervals for one and two population parameters Test hypothesis for one population parameter and two population parameters Analysis of variance (ANOVA) Correlation analysis Regression analysis
    This course provides a comprehensive introduction to econometrics—the application of statistical methods to economic data. It equips students with the tools to model, estimate, interpret, and test economic relationships using real-world data. The course blends theory with hands-on empirical practice, emphasizing understanding the assumptions behind models, diagnosing issues like multicollinearity and heteroscedasticity, and making sound inferences. By the end of the course, students will be able to formulate econometric models, estimate parameters using regression techniques, interpret empirical results, and evaluate the reliability and limitations of statistical inferences in an economic context.

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    Availability of a typical week

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    from £15.95Online 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.

    Online reputation

    • Instructor since June 2023
    • Phone number verified
    • Google connected
    • Linkedin connected

    Availability of a typical week

    (GMT -04:00) New York
    MonTueWedThuFriSatSun
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    from £15.95Online 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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