This interactive, applications-driven 5-day course will highlight the added value that data analytics can offer a professional as a decision support tool in management decision making. It will show the use of data analytics to support strategic initiatives; to inform on policy information; and to direct operational decision making. The course will emphasize applications of data analytics in management practice; focus on the valid interpretation of data analytics findings; and create a clearer understanding of how to integrate quantitative reasoning into management decision making. Exposure to the discipline of data analytics will ultimately promote greater confidence in the use of evidence-based information to support management decision making.
Discussions on applications of data analytics in management
The importance of data in data analytics
Applying data analytical methods through worked examples
Focusing on management interpretation of statistical evidence
How to integrate statistical thinking into the work domain
Appreciate data analytics in a decision support role.
Explain the scope and structure of data analytics.
Apply a cross-section of useful data analytics.
Interpret meaningfully and critically assess statistical evidence.
Identify relevant applications of data analytics in practice.
Professionals in management support roles
Analysts who typically encounter data / analytical information regularly in their work environment
Those who seek to derive greater decision making value from data analytics
This course will utilise a variety of proven adult learning techniques to ensure maximum understanding, comprehension and retention of the information presented. The daily workshops will be highly interactive and participative. This involves regular discussion of applications as well as hands-on exposure to data analytics techniques using Microsoft Excel. Delegates are strongly encouraged to bring and analyse data from their own work domain. This adds greater relevancy to the content. Emphasis is also placed on the valid interpretation of statistical evidence in a management context.
Introduction; The quantitative landscape in management
Thinking statistically about applications in management (identifying KPIs)
The integrative elements of data analytics
Data: The raw material of data analytics (types, quality and data preparation)
Exploratory data analysis using excel (pivot tables)
Using summary tables and visual displays to profile sample data
Numeric descriptors to profile numeric sample data
Central and non-central location measures
Quantifying dispersion in sample data
Examine the distribution of numeric measures (skewness and bimodal)
Exploring relationships between numeric descriptors
Breakdown analysis of numeric measures
The foundations of statistical inference
Quantifying uncertainty in data – the normal probability distribution
The importance of sampling in inferential analysis
Sampling methods (random-based sampling techniques)
Understanding the sampling distribution concept
Confidence interval estimation
Thate rionale of hypotheses testing
The hypothesis testing process and types of errors
Single population tests (tests for a single mean)
Two independent population tests of means
Matched pairs test scenarios
Comparing means across multiple populations
Exploiting statistical relationships to build prediction-based models
Model building using regression analysis
Model building process – the rationale and evaluation of regression models
Data mining overview – its evolution
Descriptive data mining – applications in management
Predictive (goal-directed) data mining – management applications
Course Title | Duration | Class Room/ Online | Fees |
---|---|---|---|
Effective Business Decisions Using Data Analysis | 2024-05-06 2024-05-10 |
Class Room
Paris-(France)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-05-20 2024-05-24 |
Class Room
Istanbul-(Turkey)
|
2950 € |
Effective Business Decisions Using Data Analysis | 2024-06-03 2024-06-07 |
Class Room
Singapore-(Singapore)
|
5950 € |
Effective Business Decisions Using Data Analysis | 2024-06-24 2024-06-28 |
Class Room
Malaga-(Spain)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-07-07 2024-07-11 |
Class Room
Kuwait-(Kuwait)
|
3450 € |
Effective Business Decisions Using Data Analysis | 2024-07-08 2024-07-12 |
Class Room
Geneva-(Switzerland)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-07-08 2024-07-12 |
Class Room
Amsterdam-(Netherlands)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-08-05 2024-08-09 |
Class Room
Florence-(Italy)
|
5450 € |
Course Title | Duration | Class Room/ Online | Fees |
---|---|---|---|
Effective Business Decisions Using Data Analysis | 2024-08-18 2024-08-22 |
Class Room
Hurghada-(Egypt)
|
2950 € |
Effective Business Decisions Using Data Analysis | 2024-08-19 2024-08-23 |
Class Room
Zurich-(Switzerland)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-08-26 2024-08-30 |
Class Room
Washington-(US)
|
6950 € |
Effective Business Decisions Using Data Analysis | 2024-09-02 2024-09-06 |
Class Room
Tunisia
|
3450 € |
Effective Business Decisions Using Data Analysis | 2024-09-15 2024-09-19 |
Class Room
Amman-(Jordan)
|
2950 € |
Effective Business Decisions Using Data Analysis | 2024-09-23 2024-09-27 |
Class Room
Bangkok-(Thailand)
|
4950 € |
Effective Business Decisions Using Data Analysis | 2024-09-23 2024-09-27 |
Class Room
Auckland-(New-Zealand)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-09-23 2024-09-27 |
Class Room
Tbilisi-(Georgia)
|
4950 € |
Course Title | Duration | Class Room/ Online | Fees |
---|---|---|---|
Effective Business Decisions Using Data Analysis | 2024-09-30 2024-10-04 |
Class Room
Dublin-(Ireland)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-09-30 2024-10-04 |
Class Room
Stockholm-(Sweden)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-10-07 2024-10-11 |
Class Room
DUBAI-(UAE)
|
2950 € |
Effective Business Decisions Using Data Analysis | 2024-10-14 2024-10-18 |
Class Room
Bucharest-(Romania)
|
4950 € |
Effective Business Decisions Using Data Analysis | 2024-10-21 2024-10-25 |
Class Room
Barcelona-(Spain)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-11-03 2024-11-07 |
Class Room
Doha-(Qatar)
|
3450 € |
Effective Business Decisions Using Data Analysis | 2024-11-03 2024-11-07 |
Class Room
Muscat-(Oman)
|
3450 € |
Effective Business Decisions Using Data Analysis | 2024-11-11 2024-11-15 |
Class Room
Zagreb-(Croatia)
|
4950 € |
Course Title | Duration | Class Room/ Online | Fees |
---|---|---|---|
Effective Business Decisions Using Data Analysis | 2024-11-17 2024-11-21 |
Class Room
Marrakesh-(Morocco)
|
3450 € |
Effective Business Decisions Using Data Analysis | 2024-11-25 2024-11-29 |
Class Room
Baku-(Azerbaijan)
|
4950 € |
Effective Business Decisions Using Data Analysis | 2024-11-25 2024-11-29 |
Class Room
Frankfurt-(Germany)
|
5450 € |
Effective Business Decisions Using Data Analysis | 2024-11-25 2024-11-29 |
Class Room
Hamburg-(Germany)
|
5450 € |
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Effective Business Decisions Using Data Analysis
Scandinavian Academy for Training and Development AB
Training services provider in the Kingdom of Sweden
Registration number : 7431 - 559173