Technologies / Data & Analytics

Data Mining using Excel

The training is dedicated to people who want to learn about Microsoft Excel's capabilities for exploring and analyzing large data sets. The program covers advanced data analysis techniques, from data preparation and cleaning, to identifying patterns and creating predictive models. Participants will learn methods for extracting valuable knowledge from data using tools available in Excel. The classes are conducted in a workshop format, where theory is immediately translated into practice using real data sets, allowing immediate application of the knowledge gained in daily analytical work.

Issues

Exploratory data analysis
Data mining techniques
Predictive modeling
Time series analysis
Data segmentation
Anomaly detection
Advanced visualization
Validation of models
Automation of analysis
Data preparation
Identification of patterns
Reporting of results

Benefits

Upon completion of the training, the participant will be able to effectively use Excel for advanced data mining
He or she will develop the ability to identify relevant patterns and relationships in large data sets
Will gain the knowledge to create predictive models tailored to business needs
Will learn to apply advanced statistical analysis techniques in practice
Will learn methods for effective visualization of complex relationships in data
Will be able to automate the process of analysis and reporting of results
Will gain the ability to transform raw data into valuable business knowledge

Who is this training for?

Data analysts working with large sets of information

Business Intelligence Specialists

Employees of analytical and research departments

Those responsible for reporting and trend analysis

Managers in need of advanced analysis

Analytical marketing specialists

Data Scientists using Excel

Business analysts looking for new tools

Prerequisites

Advanced knowledge of Microsoft Excel
Basic knowledge of statistics
Experience in data analysis
Understanding business processes

Training program

Transformation and normalization of variables
Identification and handling of outliers
Preparation of variables for modeling

Exploratory data analysis techniques
Identification of patterns and relationships
Cluster analysis and segmentation

Predictive modeling
Creating regression models in Excel

Forecasting and predicting trends
Validation of analytical models
Visualization and reporting of results
Advanced data visualization techniques
Creating interactive dashboards
Presentation of the results of the analysis
Reporting automation

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Data Mining using Excel we recommend: Advanced knowledge of Microsoft Excel; Basic knowledge of statistics; Experience in data analysis.

What is the format and duration of this training?

The training lasts 2 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Data analysts working with large sets of information; Business Intelligence Specialists; Employees of analytical and research departments.