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Organizer: Foscore Development Center (www.fdck.org)
Introduction
This course is about Statistics and Data Analysis. The course will teach you the advanced concepts related to Statistics and Data Analysis, and help you in applying these concept. Various examples and datasets will be used and then we will show you how to use Microsoft Excel to perform these calculations.
Course Objective:
 Descriptive and Inferential Statistics.
 Statistical calculations.
 Understand statistics from basic to advance using excel
Duration
5 days
Who should attend?
Statistician, analyst, or a budding data scientist and beginners who want to learn how to analyze data with excel.
Course content
 Statistics Introduction and Definitions
 Types of Data in Excel  Text, Numbers, Date/Time, Logical
 Qualitative vs Quantitative Data / Continuous vs Discrete
 Nominal, Ordinal, Interval & Ratio
 Population and Sample (Theory)
 Understanding Data Types
 Understanding Formulas and Functions
 Relative vs Absolute Reference
 Formulas, Functions and Named Ranges
 Descriptive Statistics
 Section Introduction  Descriptive Statistics
 Descriptive Statistics  Central Tendency
 Descriptive Statistics  Variation
 Installing Data Analysis Pack and Calculating Descriptive Statistics
 Descriptive Statistics  Central Tendency
 Descriptive Statistics  Variation (Excel)
 Descriptive Statistics  Shapes
 Descriptive Statistics
 Data Visualization
 Three commonly used Charts
 Create Histogram
 Histogram Shapes
 Create Box and Whisker Plot
 Scatter Diagram
 Create Scatter Plot
 Data Visualization
 Introduction to Basic Probability Concepts
 Basic Probability Concepts
 Calculate Factorial, Permutations and Combinations
 Basic Probability Concepts
 Probability Distributions
 Central Limit Theorem Demonstration
 Normal Probability Distribution
 Binomial Probability Distribution
 Other Distributions Related to Binomial Distribution
 Poisson Distribution
 Probability Distributions
 Introduction Hypothesis Testing
 Hypothesis Testing  Types of Errors
 Hypothesis Testing Explained
 Tests for Mean, Variance and Proportions
 One Sample z Test
 Two Tail Example
 Understanding the p Value
 Introduction to T Functions
 One Sample t Test  Example
 One Sample p Test
 Two Sample z Test
 Two Sample t Test  Equal Variance
 Two Sample t Test  Unequal Variance
 Two Sample t Test  Paired t Test
 Two Sample p Test
 Introduction Tests for Variance (F and Chi Square)
 F Test to Compare Variances
 Plotting F Distribution
 F Distribution Related Functions
 F.TEST Function
 F Test Using Data Analysis Pack
 Chi Square Test for Variance
 Plotting Chi Square Distribution
 Chi Square Distribution Related Functions
 Chi Square Test
 Introduction to ANOVA
 Understanding the concept of ANOVA
 Formulas and calculations in ANOVA
 Performing ANOVA
 Two Factor ANOVA without Replication
 Two Factor ANOVA with Replication
 Goodness of Fit and Contingency Table
 Introduction Goodness of Fit and Contingency Tables
 Goodness of Fit Test
 Contingency Table
 Correlation and Linear Regression
 Introduction to Correlation
 Plotting Scatter Plot and Calculating Correlation Coefficient
 Correlation Coefficient for Multiple Variables
 Correlation Related Functions
 Correlation vs Causation
 Coefficient of Determination
 Manual Calculation
 Slope, Intercept
 Forecast, Linear, Trend & Linest
 Regression using Data Analysis Pack
General Notes

All our courses can be Tailormade to participants needs

The participant must be conversant with English

Presentations are well guided, practical exercise, web based tutorials and group work. Our facilitators are expert with more than 10years of experience.

Upon completion of training the participant will be issued with Foscore development center certificate (FDCK)

Training will be done at Foscore development center (FDCK) center in Nairobi Kenya. We also offer more than five participants training at requested location within Kenya, more than ten participant within east Africa and more than twenty participant all over the world.

Course duration is flexible and the contents can be modified to fit any number of days.

The course fee includes facilitation training materials, 2 coffee breaks, buffet lunch and a Certificate of successful completion of Training. Participants will be responsible for their own travel expenses and arrangements, airport transfers, visa application dinners, health/accident insurance and other personal expenses.

Accommodation, pickup, freight booking and Visa processing arrangement, are done on request, at discounted prices.

One year free Consultation and Coaching provided after the course.

Register as a group of more than two and enjoy discount of (10% to 50%) plus free five hour adventure drive to the National game park.

Payment should be done two week before commence of the training, to FOSCORE DEVELOPMENT CENTER account, so as to enable us prepare better for you.

For any enquiry at: [email protected] or +254712260031

Website: www.fdck.org

Click to view course content and register as individual or group using this link